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FLI works on reducing extreme risks from transformative technologies. We are best known for developing the Asilomar AI governance principles.

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To view my LTEC Portfolio created with Adobe Portfolio, click here. To watch my Portfolio Defense, click here Connect with me on LinkedIn. The Hacker News: CISA News: Meet the Family!

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We ❤️ #InformationTechnology & believe in advancing the global #tech workforce through #ITcertification + #ITtraining

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Llama is the next generation of our open source large language model, available for free for research and commercial use.

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ChatGPT is your AI chatbot for everyday use. Chat with the most advanced AI to explore ideas, solve problems, and learn faster.

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Talk with Claude, an AI assistant from Anthropic

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The Gemini ecosystem represents
Google's most capable AI .

Our Gemini models are built from the ground up for multimodality - reasoning seamlessly across text, images, audio, video, and code.
Latest updates
Gemini comes in three model sizes

Our most capable and largest model for highly-complex tasks.

Our best model for scaling across a wide range of tasks.

Our most efficient model for on-device tasks.

Meet the first version of Gemini - our most capable AI model.

5-shot* (reported)
Previous SOTA (GPT-4)

*Note that evaluations of previous SOTA models use different prompting techniques.

Gemini is the first model to outperform human experts on MMLU (Massive Multitask Language Understanding), one of the most popular methods to test the knowledge and problem solving abilities of AI models.

Gemini 1.0 Ultra surpasses state-of-the-art performance on a range of benchmarks including text and coding.

Our Gemini 1.0 models surpass state-of-the-art performance on a range of multimodal benchmarks.

MULTIMODAL

MULTIMODAL

English video captioning
(CIDEr)

Automatic speech translation
(BLEU score)

Automatic speech recognition
(based on word error rate, lower is better)

Read the technical report

Anything to anything

Gemini models are natively multimodal, which gives you the potential to transform any type of input into any type of output.

Following content is a visual/ descriptive representation of the functionality of Gemini:

Could Gemini help make a demo based on this video?

Gemini

I see a murmuration of starlings, so I coded a flocking simulation.

class Boid {
  constructor(x, y) {
    this.pos = new p5.Vector(x, y);
    this.vel = p5.Vector.random2D();
    this.vel.setMag(random(2, 4));
    this.acc = new p5.Vector();
    this.maxForce = 0.2;
    this.maxSpeed = 4;
  }
}

Could Gemini show me ideas for what to make?

Gemini

How about an octopus with blue and pink tentacles?

How about an octopus with blue and pink tentacles?

User has uploaded a voice prompt asking 'Explain how I can play this', and uploaded a sheet of music.

Could Gemini explain what this means?

Gemini

I see the time signature is 6/8. This means there are 6 eighth notes in each measure.

The dynamic marking is piano, which means to play softly. Andante grazioso means to play at a graceful walking pace.

The potential of Gemini

Learn about what our Gemini models can do from some of the people who built it.

Try Gemini Advanced with our most capable AI model

Build with Gemini

Integrate Gemini models into your applications with Google AI Studio and Google Cloud Vertex AI.

ai.google.dev

Gemma Open Models

A family of lightweight, state-of-the art open models built from the same research and technology used to create the Gemini models.

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Gemini is built from the ground up for multimodality - reasoning seamlessly across image, video, audio, and code.

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A research assistant that helps you ask the right questions, find information online and make sense of the world.

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Microsoft Copilot is your companion to inform, entertain and inspire. Get advice, feedback and straightforward answers. Try Copilot now.

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A demo app that lets you personalize a GPT large language model (LLM) chatbot connected to your own content-docs, notes, videos, or other data.

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👾 LM Studio - Discover and run local LLMs

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Find, download, and experiment with local LLMs

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Put artificial intelligence to work at scale in your enterprise with industry-leading AI expertise and a portfolio of solutions.

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The OECD Artificial Intelligence Policy Observatory - OECD.AI

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Futurepedia - Find The Best AI Tools & Software

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Futurepedia is a free site to help you find the best AI tools and software to make your work and life more efficient and productive. Updated daily, join millions of followers of our website, newsletter and YouTube.

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Home of AI and Artificial Intelligence News

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The No.1 Magazine, Website, Newsletter & Webinar service covering AI, Machine Learning, AR & VR, Data, Technology and AI Applications.

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Artificial Intelligence (AI) is rapidly transforming our world.

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ai a.i. "machine learning" "machine intelligence" "artificial intelligence" gpt-4 gpt openai "sam altman" "elon musk" "palm 2" google microsoft robots automa...

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AI News by Wes Roth. Bringing you the latest AI news, emerging tech and artificial intelligence breakthroughs. We cover: AI Robots Virtual reality Space Self-driving cars Brain computer interfaces Video Games Elon Musk Sam Altman OpenAI DeepMind ...and anything related.

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Artificial Intelligence (AI), Open Source, Generative Art, AI Art, Futurism, ChatGPT, Large Language Models (LLM), Machine Learning, Technology, Coding, Tutorials, AI News, and more ** Exclusive Pinecone Partner **

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ted talks ideas worth spreading technology entertainment design "ted conferences" "ted talks" "ted talks" "ted talks" ted "ted talk" "ted talk" "ted talk" sc...

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The TED Talks channel features the best talks and performances from the TED Conference, where the world's leading thinkers and doers give the talk of their lives in 18 minutes (or less). Look for talks on Technology, Entertainment and Design -- plus science, business, global issues, the arts and more.

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"The best thing is that you don't have to go through all the struggle to figure out what words are required for your research and you can just sit back put a link of paper that you already have and start reading."

- A Happy Rabbit

"Having papers suggested that are both earlier and later than those already on my list, as well as the similar papers function, have helped me to find work I would have needed to pore over reference lists for ages to find otherwise. It's a huge time-saver!"

- An Efficient Rabbit

"It's intuitive and tremendously useful. You save a lot of time identifying the most influential papers in a topic/field. Every scientist should know this!"

- A Delighted Rabbit

"You have done an amazing job with this app-Revolutionary, in my humble opinion."

- A Jubilant Rabbit

"I'm delighted with this excellent app. How easy it is to get related papers, how fast it is to get a similar article. But mostly, the way to cluster papers by their relationship and by timeline is a fantastic feature. You have done something incredible."

- An Analytical Rabbit

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The most powerful discovery app ever built for researchers 🔥

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Use AI to search, summarize, extract data from, and chat with over 125 million papers. Used by over 2 million researchers in academia and industry.

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Dimensions AI | The most advanced scientific research database

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From idea to impact: Navigate the links between grants, publications, datasets, clinical trials, patents, and policy documents.

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Ethics

Ethical approval section

Is there a dedicated section for ethical approval? Does its title and position match journal requirements?

Ethical approval statement

Is ethical approval addressed? Either in an ethics statement section or in the methods.

Ethical approval board named

Is the ethical review board named?

Informed consent

For research involving people, do the authors address informed consent?

Data sharing

Does a data sharing statement exist? Does its title and position match journal requirements?

Author contributions

Does an author contributions section exist? Does its title and position match journal requirements?

Funding section

Does a funding section exist? Does its title and position match journal requirements?

Author email addresses

Are there author email addresses, and are these institutional?

Corresponding author

Is a corresponding author named?

Institutions

Are author institutions included?

Word count

Is a word count provided?

Keywords

Are keywords provided?

Running Head

Is a running head provided?

Structured / unstructured

Is the abstract divided into subheadings or not, as per journal requirements?

Specific abstract subheadings

Has the author included all necessary abstract subheadings, as per journal requirements?

Specific abstract subheadings for systematic reviews and clinical trials

Does the abstract structure match PRISMA / CONSORT guidelines?

Do mentions match legends?

Do all figures and tables mentioned in the text have an associated legend, and vice versa.

Ascending IDs

Are figures and tables mentioned in ascending numerical order?

Do citations and references match?

Do all citations appear in the reference list, and vice versa?

Order

Do numerical citations appear in ascending order? Do named references appear in alphabetic order?

Supplementary materials

Does the author refer to supplementary materials or an appendix?

Abstract Word Count

Is the abstract word count within journal limits?

References Count

Are the number of references within journal limits?

Table and Figure Counts

Are the number of tables or figures within journal limits?

Endnote

Is the free from Endnote citations?

Page Numbers

Has the author included page numbers.

Double line spacing

Has the author used double line spacing?

Registered Trademarks

Has the author referred to any trademarked materials?

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Penelope.ai is an online tool that automatically checks whether scientific manuscripts meet journal requirements. It helps editors process manuscripts faster and helps authors polish their work before submitting to a journal.

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Julius is a powerful AI data analyst that helps you analyze and visualize your data. Chat with your data, create graphs, build forecasting models, and more.

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A New Era of Storytelling.

For anyone with a story to tell.

Runway was founded by artists on a mission to bring the unlimited creative potential of AI to everyone, everywhere with anything to say. Beyond our innovative technology and creative tools, we also strive to create platforms and initiatives that will empower and celebrate the next generation of storytellers.

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Runway - Advancing creativity with artificial intelligence.

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Runway is an applied AI research company shaping the next era of art, entertainment and human creativity.

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Create premium AI voices for free in any style and language with the most powerful online AI text to speech (TTS) software ever. Generate text to speech voiceovers in minutes with our character AI voice generator.

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Stable Diffusion 3, our most advanced image model yet, features the latest in text-to-image technology with greatly improved performance in multi-subject prompts, image quality, and spelling abilities.

The model is available via API today and we are continuously working to improve the model in advance of its open release. To learn more about deployment options please contact us.

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Stability AI Image Models - Stability AI

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Experience unparalleled image generation capabilities with SDXL Turbo and Stable Diffusion XL. Our models use shorter prompts and generate descriptive images with enhanced composition and realistic aesthetics.

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starryai. lets you create incredible works of art using Artificial Intelligence. Generate AI art simply by describing what you want to see and our AI transforms your words into art.

"I have been experimenting with a lot of AI platforms. But starryai keeps me coming back. You are able to create on the go and get really beautiful compositions. Very happy with this product ✨."

Recent Creations

Tag us on social media for a chance to get featured

Free to Use

Generate up to 5 artworks for free daily and without watermarks!

Full Ownership

Have full ownership of your creations! Use them for your next Art project, print them out or share them on social media!

Customizability

Choose from a variety of different models, styles, aspect ratios, and initial images to customize your creations.

State of the Art Methods

We use the latest AI methods to assist you in your art creation. Our models go through regular updates to ensure the improvement of your creations!

4.7 Stars (iOS)

We've worked hard to bring AI Art creation to mobile, saving you time & money.
Try it out today!

Create AI Generated Art

starryai is an AI art generator app. You simply enter a text prompt and our AI transforms your words into works of art.
‍
AI Art generation is usually a laborious process that requires technical expertise, we make that process simple and intuitive.
‍
starryai is available for free on iOS and Android. Join thousands of AI artists. Try it out today!

John Yorke

Author of 'Red maple' and former Big Five editor, currently working as literary agent at Qualms Literary. His latest book, 'I'll bring you storms' is out on Amazon this fall. You can find him on the web at JohnYorke.com and on Twitter posting pictures of his corgi at @JohnYorke08

7 years of experience in the publishing industry. 2 successful YA novels.

Users love starryai!

Start using starryai in less than a minute

When you get started today your account will be topped loaded with 5 credits (25 images).

Frequently Asked Questions

Answers to all your pressing questions about starryai

How does starryai's AI art generator work?

starryai's AI art generator blends the power of neural style transfers with cutting-edge machine learning to craft contemporary AI-driven art. The user-friendly starryai app streamlines the art creation process. Begin by inputting a text prompt, then personalize your creation by selecting a style. Once you've fine-tuned your settings, generate single or multiple images, conveniently stored in your starryai account under ' My Creations' for future editing and exploration."

How can I use AI-generated art? Are there any copyright or licensing concerns?

As long as you have the right to use any initial or referenced images when generating it, your AI-generated art belongs to you. As such, you have the right to use all of your creations for commercial and non-commercial purposes under the starryai's license. This means you can print your creations, post them in social media campaigns, and more.

However, creations that go against starryai's content policy and other standards are restricted from the app and should not be used for any purposes.

What is the resolution and quality of the AI-generator artworks?

It's up to you! starryai lets you choose your content's size and resolution. This way, you can customize your projects to meet your desired sizing and quality needs. AI art with longer runtimes, such as 150 minutes, yields more detailed visuals by giving the generator more time to operate. Plus, with different size settings, you can orient your projects for different mediums, such as Instagram, presentations, website images, and more. starryai Pro lets you choose from the following canvas sizes:
- Square (1:1)
- Landscape (4:3)
- Wide (5:3)
- Portrait (4:5)
- Mobile Portrait (9:16)

Who owns my AI-generated art?

The legal ownership of AI art is complicated and could be subject to change. The ownership's specificity is usually determined by the image generator's terms and conditions.

At this time, the legal details of AI images' copyright and ownership are still in active dispute. A recent federal court ruling determined AI artwork cannot receive copyright claims. However, protected material within content, including company logos, fictional characters, and personal identities, put the debate in an ongoing gray area. For now, most basic ownership decisions are determined by the AI generators and their users.
‍

Start making art today!

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starryai - AI Art Generator App - AI Art Maker

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Simply enter a prompt and our AI transforms your words into works of art.

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Jenni | AI Academic Writer & Research Tool for Students & Academics

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Jenni is an AI research and academic writing assistant that helps students, researchers, and academics create essays, papers, and citations with ease.

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Gamma | Best AI Presentation Maker & Website Builder

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Design stunning presentations, websites, and more with Gamma—your all-in-one AI-powered design partner. No code or design experience needed.

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Designs.ai - Creative work done effortlessly

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Designs.ai - Creative work done effortlessly

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Try Designs.ai for free and create anything online in 2 minutes! Make a logo, video, social media banner, business card, flyer, mockup and more with AI.

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PromptPerfect - Elevate Your Prompts to Perfection. Prompt Engineering, Optimizing, Debugging and Hosting.

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Unlock advanced prompt engineering and prompt optimization for large models such as GPT-4, ChatGPT, Midjourney and Stable Diffusion. Seamlessly deploy your text and image prompts as dedicated services with our free prompt hosting plan. Enhance your large models with superior performance and efficiency.

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NOLEJ is a decentralized skills platform powered by an AI engine, that automatically generates interactive courseware & global knowledge graph

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No, your data is never used to train our AI models. Additionally, you have full control over the data you process using Paperpal. Your data used for Paperpal Copilot and language checks, do not leave the Paperpal servers. For more details, review our Terms of Use and Privacy Policy data security policies .

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AI Academic Writing Tool - Online English Language Check | Paperpal

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Enhance your academic writing with our free writing assistant, a generative AI-powered academic writing tool. Key features - AI Language suggestions, academic translation, grammar checker, english language check, paraphraser, free essay checker and text reducer tool. Try our online AI academic writing tool that checks language errors and provides instant, in-depth suggestions to help you polish your manuscript.

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AI-powered planning

Plan faster and smarter

With just a few inputs, WisdomPlan quickly creates a tailored learning plan for you within minutes. Say goodbye to manual to-do list creation and resource searching.

Intelligent planning, scheduling, and sequencing

Centralize courses, docs, and webpages in one plan

Adapt your learning tasks as you go

Learning toolkit

Stay focused and motivated

Break tasks into steps, add due dates, set reminders, and track insights to keep your learning plans on track.

Take notes when learning in one convenient place

Calender and email reminder for consistent learning

Analytics dashboard to help you track progress

Learner community

Sharing is the best learning

Connect with fellow learners in our community. Reflect on your learning, share your plans, and receive feedback. Adopt community plans to avoid reinventing the wheel.

Sharing your plans with classmates and friends

Access to 100+ learning plans from the community

Research-backed design

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WisdomPlan: Your AI-Powered Learning Companion

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WisdomPlan is an AI-powered, community-driven learning platform, guiding adult learners to skill mastery and career success with personalized learning paths and robust learning support.

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My AI | Create an AI Version of Yourself | Create Your Own Personal AI

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Personal.ai is a digital extension of any person or a brand. It is an AI model that uses your own data, facts, and opinions to create a responsive and interactive experience. Personal.ai can create unique Personal Language Models using the data of one individual or brand.

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Otter.ai - AI Meeting Note Taker & Real-time AI Transcription

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Otter.ai uses an AI Meeting Assistant to transcribe meetings in real time, record audio, capture slides, extract action items, and generate an AI meeting summary.

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What our users say

Their opinions are valuable and worth sharing with everyone.

"Working fantastic and very helpful."

Saving me so much time by automatically generate sub-titles on each pages and analyze my paragraph to points form! highly recommend! The support is super fast and helpful, I didn't even expect to get such a fast responds at late night time.

"It makes formatting slides much easier than doing it manually"

SlidesAI.io is a great product that I could integrate seamlessly into Google Slides. The function of summarising the slide content into easily digestible bites of information is very useful. It makes formatting slides much easier than doing it manually. I had a question whilst learning to use the app and received a videocall directly from the designer of the app himself, who was able to help me troubleshoot effectively.

Jackie Wildish

Blank Page Anxiety? SlidesAI to the Rescue!

Creating presentations consumes a ton of time, SlidesAI makes it a breeze

How does it work?

Save Hours in Just A Few Clicks

Create Presentations10x faster

Search Icons

Search & Customize 100s of different icons

Customer Testimonials

See what people are saying

Pricing

Find Your Ideal Plan

main.pricing.billing-type.month main.pricing.billing-type.year

Basic

Good enough to get started

Pro

Perfect plan for students and educators.

Premium

For Business & Marketing Professionals.

main.faqs.title

main.faqs.description

main.faqs.all-question-answers.1.question

If you have a regular gmail account, you can use SlidesAI. You don't need a Google Workspace account. Just install SlidesAI fromGoogle Workspace Marketplace

main.faqs.all-question-answers.2.question

Once you have installed SlidesAI from the Google Workspace Marketplace Click on
Extensions> SlidesAI.io > Generate Slides

main.faqs.all-question-answers.3.question

You can cancel your subscription at any time. To do so, please go to 'Your Account' tab.You can follow this guidealso please share your feedback with us so we can improve.

main.faqs.all-question-answers.4.question

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Please send us a message via that Chat Button on the bottom right corner of the page and we will get back to you as soon as possible.

main.faqs.all-question-answers.6.question

For now, SlidesAI only works with Google Slides. We are working an integration with Microsoft PowerPoint as well. Please sign up for the waitlist to get notified when we launch it.
If you use any other presentation software, please send us a message, we'll look into it, and if there is enough demand, we'll prioritize it. Thank you!

Free Presentation Templates

Copyright SlidesAI® 2023 SlidesAI®. All rights reserved

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Create Presentation Slides With AI In Seconds | SlidesAI.io

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SlidesAI is an AI-Powered Text To Presentation Tool that summarizes and creates presentation slides from any piece of text/.

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From sales to strategy, Beautiful.ai helps teams create polished presentations that reflect your brand everywhere they're shared. Build faster with AI, professional templates, and auto-aligning Smart Slides that get you to work-ready decks 10x faster.

Create slides you're proud to share

Save hours on every deck Beautiful.ai lets you build decks in minutes, not hours. Kickstart with AI, or choose from over 300 auto-aligning Smart Slide layouts. Impress any audience From leads to leadership, always look polished and prepared. Designer layouts, animated slide, and compelling data visualizations. Standardize slide quality Define your brand colors, fonts, and logos once and our slides will adapt. Shared themes keep every team member consistent, every time.

See how Beautiful.ai works

Watch Beautiful.ai in action

"We reduced presentation time by 75%, our teams now focus on core message, story, and content-not the design."

" Better quality, stories, and speed all come together -we can't do what Beautiful.ai does in any other way."

"It frees up time for our creative team to do more creative work where we actually need it."

Three ways to build faster with Beautiful.ai

Discover an AI workflow that delivers what you ask for

Move from prompt to work-ready decks faster with AI that matches your natural creation process. The result is less rework, fewer edits, and designer-quality slides with the content you intended.

3. SET THE DESIGN DIRECTION

4. ITERATE TILL ITS PERFECT

Smart Slides are your built-in designer

Never start from a blank slide again. Smart Slides are intelligent layouts that realign, resize, and animate your content automatically.

Captivate prospects with polished decks

Teams can present live with cinematic slide animations, send a recorded walkthrough to people who couldn't make the call, or export to PDF and PPT with ease.

Designer templates for every team.

Kick off your proposal, report, or strategy deck with a customizable presentation template. Each template is built with Smart Slides so you can apply theme styling and deliver work fast.

Pitch Decks Proposals Plans & Strategies Reports & Reviews Sales & Enablement Internal Communications

Beautiful.ai is a complete presentation platform

Features to ideate, edit, collaborate, and present.

Real teams. Hours saved.

Beautiful, on-brand presentations.

Learn more about how organizations save hundreds of hours and thousands on design resources with Beautiful.ai.

Streamlining presentations for solo creators to global teams

From freelancers to Fortune 500s, we offer plans and features to help every professional create, collaborate, and present beautifully.

Discover a faster way to create stunning presentations.

Work smart, work simple, work beautiful.

Frequently asked questions

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The AI presentation platform built for enterprise teams. Beautiful.ai keeps every deck on-brand and ready to share across the whole company.

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PromptBox - Save & Share Your AI Prompts

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Beautifully Save & share your AI prompts for Chat GPT, mid-journey, Bing, or any other AI tool you use. *NEW* Share your prompts with your audience! Create a folder, add your prompts, share your link! Whether you're a digital artist, copywriter, or productivity hacker; quickly and easily store and share your prompts to get the most out of your AI workflow.

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AI Video Generator | #1 on G2’s 2025 Top 100 List | HeyGen

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HeyGen, rated 4.8/5 on G2, is the #1 AI video generator of 2025. Create professional AI-powered avatar videos, translate content, and bring ideas to life.

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Synthesia: #1 AI Video Platform for Business

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Create AI generated videos from text with the most advanced AI avatars and voiceovers in 160+ languages. Try our free AI video generator now!

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The Best AI Voice generator for creators

For years, creating good voice overs meant investing hundreds if not thousands of dollars in hiring voice artists, renting a recording studio to get the script recorded, investing in expensive recording equipment (if you are recording from home), and recruiting or outsourcing the entire project to an audio editor to mix the audio and produce a high-quality voiceover. Not to mention, the valuable hours dedicated to the entire process. Even after all this, the quality of the produced audio file may be subpar.

What if there was an alternative to creating studio-quality voiceovers, and that too from the comfort of your own homes? Introducing Murf AI voice generator, which eliminates the entire process of generating voiceovers manually and enables you to quickly produce human-like voiceovers without any specialized hardware or professional.

Leveraging advanced AI algorithms and deep learning, the realistic online voice generator tool allows you to convert written content into natural-sounding speech, in a matter of just a few minutes. Serving as a voice maker, it helps you create life-like synthetic voices that mimic the tonalities and prosodies of human speech and sound. Unlike other computer generated voice, Murf's AI voices don't sound monotonous and robotic. Rather Murf's TTS voices are super realistic and flawless.

Explore AI voices for any requirement

Murf's advanced AI algorithms catch the right tone and pick up on every punctuation and exclamation mark from the human voice fed it. As such, the platform's AI voices sound close to a human than one can imagine.

Voice over video

Using Murf's AI technology, you can add a well-timed AI voiceover to your videos and make them more engaging. Unlike most video editing software, Murf doesn't require video editing skills.

For example, say you want to create a corporate training module and explainer videos for your staff. Such content demands an expert voice that draws on the essence of professionalism and instills confidence in potential partners. Murf offers different voices-both male and female-that will enhance the quality of your corporate training module.

Voice Editing

Murf also simplifies the process of editing recorded voiceovers. Simply feed your recorded speech onto the Murf Studio and it automatically transcribes the content into an editable text format that you can edit and modify.

You can also remove any unneeded bits and background noise from your recording in the same way that you would delete words from a document, and your voice over will be trimmed accordingly.

Voice Cloning using custom voices

With Murf, you can also create an AI voice clone that delivers life-like diction and the full spectrum of human emotion and conveys all the nuances of human speech. In fact, using the voice cloning service, you can customize your AI voice clone to exhibit different emotions depending on the use case, be it advertisements, IVR, or character voices in games and animation. Murf currently only offers voice cloning services in the English language.

Voice Changer

Murf also supports an AI voice changer feature which offers one access to upload a raw home recording and convert that into a professional quality voice over with the voice of your choice. You don't have to worry about investing in expensive recording equipment, hiring a voice actor, or renting out a studio. With Murf, you can record your audio files freestyle, and, with the click of a button convert it to studio quality.

The only AI Text to Speech software you need

With its cutting-edge technology and realistic AI voices, Murf is the perfect solution for individuals and businesses looking to enhance their audio content. Let's explore some of the diverse applications of Murf:

eLearning and Explainer Videos

When it comes to eLearning, Murf can be used to quickly convert text-based educational content into a more convenient audio format that can be shared with students worldwide and in different languages, improving reach and accessibility, all without the need to hire voice actors or record voiceovers manually.

Furthermore, Murf provides a vast pool of voices for any type of explainer video. Be it a deep middle-aged voice for an animation video on the Solar system or a playful young adult voice for a DIY or craft video.

Advertisement and Product Demo

Murf provides an ideal solution for creating captivating advertisements and product demos. With its versatile voice options and customizable speech styles, Murf simplifies ad creation and helps create videos that cut through the clutter.

By utilizing the 120+ voice options, Murf helps businesses identify the right brand voice that helps create connections and trust with the audience. The fast turnaround time is also beneficial in creating product demo videos with the correct pronunciation, emphasis, and pauses in multiple languages.

Audiobooks and Podcasts

For authors, Murf simplifies the process of turning their scripts into engaging audio experiences. With multiple AI-generated voices across languages, accents, tones, and voice styles, Murf can narrate audiobooks in an engaging manner, making them more accessible to a broader audience.

Moreover, podcasters can rely on Murf to generate voiceovers for their podcasts, delivering professional-quality audio content instead of recording their own voice and spending hours editing it.

Spotify Ads

With the growing popularity of audio advertising on platforms like Spotify, Murf offers a powerful solution for creating impactful Spotify ads campaigns. Murf's rich features, like pitch, pronunciation, and emphasis, make it a compelling choice for creating Spotify ads in minutes. The ability to add music and background score to your ads without the need for a third-party tool takes things a step further.

YouTube Videos and Presentations

Murf is an excellent asset for content creators on YouTube as well as professionals delivering presentations. YouTubers, for example, can convert their scripts into engaging voice overs that captivate viewers by selecting a voice with different accents, such as British, Australian, or American, that is suitable for the topic and content of their video.

Whether educational content, tutorial videos, or corporate presentations, Murf's high quality voices can greatly improve a bland presentation, making the content more engaging and impactful with lifelike AI voices.

IVR

For businesses seeking to optimize their customer service experience, Murf serves as an ideal solution for IVR voice systems. Murf's TTS enables companies to generate natural-sounding voice prompts and greetings for their IVR systems, creating seamless and personalized customer interactions. The automated, multilingual functionality helps businesses communicate with clarity to their customers worldwide.

An all-in-one voice generator

Murf goes beyond serving as a realistic voice generator to offer a complete voice solution that enables users to not only adjust the pitch, punctuation, emphasis, and other elements to make the AI generated voice sound as compelling as possible but also add media like your video, audio, and image files with your generated voice.

Pitch

Using Murf's 'Pitch' feature, you can control the tone in which your message is delivered. Increase or decrease the pitch of the AI voice to convey the information in the way you want to.

Emphasis

The AI voice generator's 'Emphasis' facet, on the other hand, enables you to stress specific words and add that extra force to grab the listener's attention.

Pauses

You can also include pauses using Murf's 'Pause' feature to make your narration more gripping and effective.

Speed

With Murf's speed feature, you can increase or decrease the rate at which your message is being delivered.

In addition, Murf enables one to include background music to your video or image and sync them with a precisely timed voice over. Murf has a library of royalty music that you can choose from or import audio files of your own. Furthermore, the text to speech platform lets you adjust the ratio of voice to music.

Why Choose Murf?

What makes Murf stand out among other ai text to speech tools is the fact that as an online voice generator, it lets you create quality outputs in a jiffy. From enterprises to small-medium businesses to individual content creators, everybody can generate realistic-sounding voice overs across different ages, languages, and accents using Murf.

Its easy-to-use interface, sleek design, and high-end features make it a must-have tool for someone that wants to create great voiceovers in just minutes. Looking for a high-quality, cost-effective solution for creating voiceover narrations? Murf natural sounding text to speech is your answer.

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AI Voice Generator: Versatile Text to Speech Software | Murf AI

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AI Voice Generator in 20 languages. 120+ realistic text to speech voices to create the perfect AI voiceover. Go instantly from text to voice with ease.

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Award-winning AI Voice Generator and text to speech software with 500+ voices in 100 languages. Realistic AI Voices with Online Video Editor. Clone your own voice.

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View the Main Report "The Origin and Implications of the COVID-19 Pandemic: An Expert Survey"

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Exactly how the COVID-19 pandemic began remains a topic of considerable scientific and political debate. However, the opinions expressed in the debate have thus far come from an ad hoc mix of experts and commentators who have spoken up. Therefore, a research team led by the Global Catastrophic Risk Institute (GCRI) and Nemesys Insights conducted a rigorous survey of global expert opinion. The anonymous survey included ...

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My work at OpenAI reminds me every day about the magnitude of the socioeconomic change that is coming sooner than most people believe. Software that can think and learn will do more and more of the work that people now do. Even more power will shift from labor to capital. If public policy doesn't adapt accordingly, most people will end up worse off than they are today.

We need to design a system that embraces this technological future and taxes the assets that will make up most of the value in that world-companies and land-in order to fairly distribute some of the coming wealth. Doing so can make the society of the future much less divisive and enable everyone to participate in its gains.

In the next five years, computer programs that can think will read legal documents and give medical advice. In the next decade, they will do assembly-line work and maybe even become companions. And in the decades after that, they will do almost everything, including making new scientific discoveries that will expand our concept of "everything."

This technological revolution is unstoppable. And a recursive loop of innovation, as these smart machines themselves help us make smarter machines, will accelerate the revolution's pace. Three crucial consequences follow:

1. This revolution will create phenomenal wealth. The price of many kinds of labor (which drives the costs of goods and services) will fall toward zero once sufficiently powerful AI "joins the workforce."

2. The world will change so rapidly and drastically that an equally drastic change in policy will be needed to distribute this wealth and enable more people to pursue the life they want.

3. If we get both of these right, we can improve the standard of living for people more than we ever have before.

Because we are at the beginning of this tectonic shift, we have a rare opportunity to pivot toward the future. That pivot can't simply address current social and political problems; it must be designed for the radically different society of the near future. Policy plans that don't account for this imminent transformation will fail for the same reason that the organizing principles of pre-agrarian or feudal societies would fail today.

What follows is a description of what's coming and a plan for how to navigate this new landscape.

The AI Revolution

On a zoomed-out time scale, technological progress follows an exponential curve. Compare how the world looked 15 years ago (no smartphones, really), 150 years ago (no combustion engine, no home electricity), 1,500 years ago (no industrial machines), and 15,000 years ago (no agriculture).

The coming change will center around the most impressive of our capabilities: the phenomenal ability to think, create, understand, and reason. To the three great technological revolutions-the agricultural, the industrial, and the computational-we will add a fourth: the AI revolution. This revolution will generate enough wealth for everyone to have what they need, if we as a society manage it responsibly.

The technological progress we make in the next 100 years will be far larger than all we've made since we first controlled fire and invented the wheel. We have already built AI systems that can learn and do useful things. They are still primitive, but the trendlines are clear.

Moore's Law for Everything

Broadly speaking, there are two paths to affording a good life: an individual acquires more money (which makes that person wealthier), or prices fall (which makes everyone wealthier). Wealth is buying power: how much we can get with the resources we have.

The best way to increase societal wealth is to decrease the cost of goods, from food to video games. Technology will rapidly drive that decline in many categories. Consider the example of semiconductors and Moore's Law: for decades, chips became twice as powerful for the same price about every two years.

In the last couple of decades, costs in the US for TVs, computers, and entertainment have dropped. But other costs have risen significantly, most notably those for housing, healthcare, and higher education. Redistribution of wealth alone won't work if these costs continue to soar.

AI will lower the cost of goods and services, because labor is the driving cost at many levels of the supply chain. If robots can build a house on land you already own from natural resources mined and refined onsite, using solar power, the cost of building that house is close to the cost to rent the robots. And if those robots are made by other robots, the cost to rent them will be much less than it was when humans made them.

Similarly, we can imagine AI doctors that can diagnose health problems better than any human, and AI teachers that can diagnose and explain exactly what a student doesn't understand.

"Moore's Law for everything" should be the rallying cry of a generation whose members can't afford what they want. It sounds utopian, but it's something technology can deliver (and in some cases already has). Imagine a world where, for decades, everything-housing, education, food, clothing, etc.-became half as expensive every two years.

We will discover new jobs-we always do after a technological revolution-and because of the abundance on the other side, we will have incredible freedom to be creative about what they are.

Capitalism for Everyone

A stable economic system requires two components: growth and inclusivity. Economic growth matters because most people want their lives to improve every year. In a zero-sum world, one with no or very little growth, democracy can become antagonistic as people seek to vote money away from each other. What follows from that antagonism is distrust and polarization. In a high-growth world the dogfights can be far fewer, because it's much easier for everyone to win.

Economic inclusivity means everyone having a reasonable opportunity to get the resources they need to live the life they want. Economic inclusivity matters because it's fair, produces a stable society, and can create the largest slices of pie for the most people. As a side benefit, it produces more growth.

Capitalism is a powerful engine of economic growth because it rewards people for investing in assets that generate value over time, which is an effective incentive system for creating and distributing technological gains. But the price of progress in capitalism is inequality.

Some inequality is ok-in fact, it's critical, as shown by all systems that have tried to be perfectly equal-but a society that does not offer sufficient equality of opportunity for everyone to advance is not a society that will last.

The traditional way to address inequality has been by progressively taxing income. For a variety of reasons, that hasn't worked very well. It will work much, much worse in the future. While people will still have jobs, many of those jobs won't be ones that create a lot of economic value in the way we think of value today. As AI produces most of the world's basic goods and services, people will be freed up to spend more time with people they care about, care for people, appreciate art and nature, or work toward social good.

We should therefore focus on taxing capital rather than labor, and we should use these taxes as an opportunity to directly distribute ownership and wealth to citizens. In other words, the best way to improve capitalism is to enable everyone to benefit from it directly as an equity owner. This is not a new idea, but it will be newly feasible as AI grows more powerful, because there will be dramatically more wealth to go around. The two dominant sources of wealth will be 1) companies, particularly ones that make use of AI, and 2) land, which has a fixed supply.

There are many ways to implement these two taxes, and many thoughts about what to do with them. Over a long period of time, perhaps most other taxes could be eliminated. What follows is an idea in the spirit of a conversation starter.

We could do something called the American Equity Fund. The American Equity Fund would be capitalized by taxing companies above a certain valuation 2.5% of their market value each year, payable in shares transferred to the fund, and by taxing 2.5% of the value of all privately-held land, payable in dollars.

All citizens over 18 would get an annual distribution, in dollars and company shares, into their accounts. People would be entrusted to use the money however they needed or wanted-for better education, healthcare, housing, starting a company, whatever. Rising costs in government-funded industries would face real pressure as more people chose their own services in a competitive marketplace.

As long as the country keeps doing better, every citizen would get more money from the Fund every year (on average; there will still be economic cycles). Every citizen would therefore increasingly partake of the freedoms, powers, autonomies, and opportunities that come with economic self-determination. Poverty would be greatly reduced and many more people would have a shot at the life they want.

A tax payable in company shares will align incentives between companies, investors, and citizens, whereas a tax on profits does not-incentives are superpowers, and this is a critical difference. Corporate profits can be disguised or deferred or offshored, and are often disconnected from share price. But everyone who owns a share in Amazon wants the share price to rise. As people's individual assets rise in tandem with the country's, they have a literal stake in seeing their country do well.

Henry George, an American political economist, proposed the idea of a land-value tax in the late 1800s. The concept is widely supported by economists. The value of land appreciates because of the work society does around it: the network effects of the companies operating around a piece of land, the public transportation that makes it accessible, and the nearby restaurants, coffeeshops, and access to nature that makes it desirable. Because the landowner didn't do all that work, it's fair for that value to be shared with the larger society that did.

If everyone owns a slice of American value creation, everyone will want America to do better: collective equity in innovation and in the success of the country will align our incentives. The new social contract will be a floor for everyone in exchange for a ceiling for no one, and a shared belief that technology can and must deliver a virtuous circle of societal wealth. (We will continue to need strong leadership from our government to make sure that the desire for stock prices to go up remains balanced with protecting the environment, human rights, etc.)

In a world where everyone benefits from capitalism as an owner, the collective focus will be on making the world "more good" instead of "less bad." These approaches are more different than they seem, and society does much better when it focuses on the former. Simply put, more good means optimizing for making the pie as large as possible, and less bad means dividing the pie up as fairly as possible. Both can increase people's standard of living once, but continuous growth only happens when the pie grows.

Implementation and Troubleshooting

The amount of wealth available to capitalize the American Equity Fund would be significant. There is about $50 trillion worth of value, as measured by market capitalization, in US companies alone. Assume that, as it has on average over the past century, this will at least double over the next decade.

There is also about $30 trillion worth of privately-held land in the US (not counting improvements on top of the land). Assume that this value will roughly double, too, over the next decade-this is somewhat faster than the historical rate, but as the world really starts to understand the shifts AI will cause, the value of land, as one of the few truly finite assets, should increase at a faster rate.

Of course, if we increase the tax burden on holding land, its value will diminish relative to other investment assets, which is a good thing for society because it makes a fundamental resource more accessible and encourages investment instead of speculation. The value of companies will diminish in the short-term, too, though they will continue to perform quite well over time.

It's a reasonable assumption that such a tax causes a drop in value of land and corporate assets of 15% (which only will take a few years to recover!).

Under the above set of assumptions (current values, future growth, and the reduction in value from the new tax), a decade from now each of the 250 million adults in America would get about $13,500 every year. That dividend could be much higher if AI accelerates growth, but even if it's not, $13,500 will have much greater purchasing power than it does now because technology will have greatly reduced the cost of goods and services. And that effective purchasing power will go up dramatically every year.

It would be easiest for companies to pay the tax each year by issuing new shares representing 2.5% of their value. There would obviously be an incentive for companies to escape the American Equity Fund tax by off-shoring themselves, but a simple test involving a percentage of revenue derived from America could address this concern. A larger problem with this idea is the incentive for companies to return value to shareholders instead of reinvesting it in growth.

If we tax only public companies, there would also be an incentive for companies to stay private. For private companies that have annual revenue in excess of $1 billion, we could let their tax in equity accrue for a certain (limited) number of years until they go public. If they remain private for a long time, we could let them settle the tax in cash.

We'd need to design the system to prevent people from consistently voting themselves more money. A constitutional amendment delineating the allowable ranges of the tax would be a strong safeguard. It is important that the tax not be so large that it stifles growth-for example, the tax on companies must be much smaller than their average growth rate.

We'd also need a robust system for quantifying the actual value of land. One way would be with a corps of powerful federal assessors. Another would be to let local governments do the assessing, as they now do to determine property taxes. They would continue to receive local taxes using the same assessed value. However, if a certain percentage of sales in a jurisdiction in any given year falls too far above or below the local government's estimate of the property's values, then all the other properties in their jurisdiction would be reassessed up or down.

The theoretically optimal system would be to tax the value of the land only, and not the improvements built on top of it. In practice, this value may turn out to be too difficult to assess, so we may need to tax the value of the land and the improvements on it (at a lower rate, as the combined value would be higher).

Finally, we couldn't let people borrow against, sell, or otherwise pledge their future Fund distributions, or we won't really solve the problem of fairly distributing wealth over time. The government can simply make such transactions unenforceable.

Shifting to the New System

A great future isn't complicated: we need technology to create more wealth, and policy to fairly distribute it. Everything necessary will be cheap, and everyone will have enough money to be able to afford it. As this system will be enormously popular, policymakers who embrace it early will be rewarded: they will themselves become enormously popular.

In the Great Depression, Franklin Roosevelt was able to enact a huge social safety net that no one would have thought possible five years earlier. We are in a similar moment now. So a movement that is both pro-business and pro-people will unite a remarkably broad constituency.

A politically feasible way to launch the American Equity Fund, and one that would reduce the transitional shock, would be with legislation that transitions us gradually to the 2.5% rates. The full 2.5% rate would only take hold once GDP increases by 50% from the time the law is passed. Starting with small distributions soon will be both motivating and helpful in getting people comfortable with a new future. Achieving 50% GDP growth sounds like it would take a long time (it took 13 years for the economy to grow 50% to its 2019 level). But once AI starts to arrive, growth will be extremely rapid. Down the line, we will probably be able to reduce a lot of other taxes as we tax these two fundamental asset classes.

The changes coming are unstoppable. If we embrace them and plan for them, we can use them to create a much fairer, happier, and more prosperous society. The future can be almost unimaginably great.

# data[].attributes.attachment_link.description
My work at OpenAI reminds me every day about the magnitude of the socioeconomic change that is coming sooner than most people believe. Software that can think and learn will do more and more of the work that people now do. Even more power will shift from labor to capital.

# data[].attributes.attachment_link.title
AI Index Report 2023 - Artificial Intelligence Index

# data[].attributes.attachment_link.description
The AI Index is an independent initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI), led by the AI Index Steering Committee, an interdisciplinary group of experts from across academia and industry. The annual report tracks, collates, distills, and visualizes data relating to artificial intelligence, enabling decision-makers to take meaningful action to advance AI responsibly and ethically with humans in mind.

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The LPU™ Inference Engine by Groq is a hardware and software platform that delivers exceptional compute speed, quality, and energy efficiency. Groq provides cloud and on-prem solutions at scale for AI applications.

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arXiv is a free distribution service and an open-access archive for nearly 2.4 million scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics. Materials on this site are not peer-reviewed by arXiv.

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GitHub - abledock/awesome-chatgpt-prompts: Collection of prompt examples to be used with the ChatGPT model

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Collection of prompt examples to be used with the ChatGPT model - abledock/awesome-chatgpt-prompts

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The Cybersecurity and Infrastructure Security Agency (CISA) leads the national effort to understand, manage, and reduce risk to our cyber and physical infrastructure. We connect our stakeholders in industry and government to each other and to resources, analyses, and tools to help them build their own cyber, communications, and physical security and resilience, in turn helping to ensure a secure and resilient infrastructure for the American people.

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ccna gns3 python cisco ccnp "ccna training" "ccnp training" "ccna study" "ccnp study" "cisco training" "ccna study guide" "how to study for ccna" "cisco ccna...

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Want to learn about IT? Want to get ahead in your career? Well, this is the right place! On this channel, I discuss Linux, Python, Ethical Hacking, Networking, CCNA, Virtualization and other IT related topics. This YouTube channel has new videos uploaded every week! Subscribe for technical, detailed, no fluff content.

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cybersecurity programming coding "learn cybersecurity" beginners "cybersecurity for beginners" "ethical hacking" "malware analysis" "dark web" education free...

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Free Cybersecurity Education and Ethical Hacking.

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"state of texas" "texas department of information resources" "information technology" it government "state govermnent" texasdir #dirisit dir "department of i...

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The Texas Department of Information Resources (DIR) serves Texas government by leading the state's technology strategy, protecting state technology infrastructure, and offering innovative and cost-effective solutions for all levels of government. This video channel provides information on how to access, use, or otherwise benefit from DIR programs and offerings.

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nist standards technology science commerce research industry time measurement quantum computer physics chemistry srm fire it cybersecurity

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National Institute of Standards and Technology

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NIST solves science and technology problems today so that U.S. industry and science can produce the improved products, services, and technologies of tomorrow. From the smart electric power grid and electronic health records to atomic clocks, advanced nanomaterials, and computer chips, innumerable products and services rely in some way on technology, measurement, and standards provided by the National Institute of Standards and Technology.

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Mike Chapple is a cybersecurity certification expert with over twenty years of experience. Through his books, video courses, and live training, he's helped hundreds of thousands of candidates prepare for the CISSP, Security+, CySA+, SSCP, CISM, CIPP/US, and CCSP certifications.

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My continuous stream of original ideas, analysis, tools, and mental models for how to thrive as humans in a world full of AI.

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Award-winning news, views, and insight from the ESET security community

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WeLiveSecurity comes from the brains at ESET - experienced researchers with in-depth knowledge of the latest threats and security trends.

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All Cyber Attack Insider Threat Malware Ransomware Vulnerability

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This site uses cookies to help personalise content, tailor your experience and to keep you logged in if you register.
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Community Based Discussions about Online Privacy, Security and Data Protection

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IEEE Cybersecurity – Home of the IEEE Cybersecurity Initiative

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ABOUT ISACA ONLINE FORUMS

Connect and collaborate with like-minded professional on topics of mutual interest and share your real-world experiences.

By participating in any online forum, users agree to the code of conduct and privacy policy. Upon joining any ISACA Online Forum, your name and comments will be visible to forum members and the general public. All other profile privacy settings can be controlled individually within the profile settings.

PROFESSIONAL DOMAIN FORUMS

This is a forum to collaborate on all topics related to IT audit and assurance. Examples includes discussions on audit programs, sources of assurance, audit best practice, audit methodologies, audit charters, audit standards, the IT Assurance Framework (ITAF), audit news etc.

This forum was created for COBIT and Framework contributors and senior and non-experience users as an additional resource to help you share experiences, understand, implement, use, apply to other themes our COBIT and its related frameworks. We invite you to participate and share questions, real cases, experiences, publications and tip and help respond to other members.

This is a forum to collaborate on all topics related to Emerging Technology or technology with the potential to change the status quo. We invite you to participate and share your experience and questions regarding the how new technologies can and will impact how we do conduct our profession and impact on organizational strategy and risk.

This is a forum to collaborate on all topics related to (IT) Governance. We invite you to participate and share your experience and questions regarding the leadership and organizational structures needed to ensure that IT sustains and extends the organization's strategies and objectives thus enabling an organization to achieve its goals.

For security leaders and practitioners, time is critical and we cannot always wait for the next major conference to discuss security and cybersecurity issues, best practices, new solutions and more. Setting or keeping organizations on the proper path is critical, and this is the forum to share and validate ideas and best practices.

This is a forum for those professionals who interact with privacy issues to collaborate, share experience, ask questions, and exchange relevant resources. The focus of the discussions should be related to privacy concerns, solutions, awareness training, implementation, compliance, and technology innovations related to privacy.

This forum is the home of all topics about risk assessment and risk management, including vulnerabilities, threats and risk treatments, methodologies, best practices and tips from practitioners worldwide.

CERTIFICATION EXAM PREP FORUMS

This forum was created for CGEIT exam registrants as an additional resource to help you prepare for the exam. We invite you to participate and share your questions, study methods and tips and help respond to other members. In addition to CEGIT exam registrants, we encourage previous exam takers and certifieds to respond to questions and share their study methods.

This forum was created for CISA exam registrants as an additional resource to help you prepare for the exam. We invite you to participate and share your questions, study methods and tips and help respond to other members. In addition to CISA exam registrants, we encourage previous exam takers and certifieds to respond to questions and share their study methods.

This forum was created for CISM exam registrants as an additional resource to help you prepare for the exam. We invite you to participate and share your questions, study methods and tips and help respond to other members. In addition to CISM exam registrants, we encourage previous exam takers and certifieds to respond to questions and share their study methods.

This forum was created for CRISC exam registrants as an additional resource to help you prepare for the exam. We invite you to participate and share your questions, study methods and tips and help respond to other members. In addition to CRISC exam registrants, we encourage previous exam takers and certifieds to respond to questions and share their study methods.

This forum was created for CDPSE exam registrants as an additional resource to help you prepare for the exam. We invite you to participate and share your questions, study methods and tips and help respond to other members. In addition to CDPSE exam registrants, we encourage previous exam takers and certifieds to respond to questions and share their study methods.

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Connect and collaborate with like-minded professional on topics of mutual interest and share your real-world experiences. By participating in any online forum, users agree to the code of conduct and privacy policy. Upon joining any ISACA Online Forum, your name and comments will be visible to forum members and the general public.

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Such a fun interview. ✨ Covering Bits N' Bytes, @GirlConChicago, how parents can support their child, mentorship, Election Security with @GirlSecurity_ , and disinformation. Thank you, @CybersecuritySF, for hosting me! 🔒 #BNBCE https://t.co/AyVy81rQgX

- Kyla Guru (@GuruDetective) September 3, 2020

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Cybercrime Magazine - Page One For The Cybersecurity Industry

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Such a fun interview. ✨ Covering Bits N' Bytes, @GirlConChicago, how parents can support their child, mentorship, Election Security with @GirlSecurity_ , and disinformation. Thank you, @CybersecuritySF, for hosting me! 🔒 #BNBCE https://t.co/AyVy81rQgX - Kyla Guru (@GuruDetective) September 3, 2020

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Beginner's Quest (Google CTF)
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Welcome to the Beginner's Quest! A few notes before your embark:

There are multiple paths that lead through different challenges, to 4 different endings.

Only after solving the most difficult challenges do you receive the "winning" ending.

Save your flags in case you want to try different branches later, after reaching an ending.

Three challenges have two flags, each taking you towards a different path.

See the map for an overview of the challenges and paths.

Problems vary in both difficulty and time to solve (ie. some might be easier but take more time to do the work for the flag.) You can go back to make different choices if you don't like what is ahead.

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About C5

Catalyzing Computing and Cybersecurity in Community Colleges (C5) is a project funded by the National Science Foundation. It supports the creation of a nationwide network of community colleges that have met national standards in cybersecurity education, producing more and better-prepared graduates for the workforce, and ultimately leading to a more secure nation.

C5 seeks to strengthen and expand the number of community colleges across the nation that have earned the NSA/DHS National Center of Academic Excellence (CAE) designation for cybersecurity education. The project supports the CAE Application Assistance Program by matching approved mentee institutions with qualified mentors who assist them with the application process.

C5 also brings together computer science and cybersecurity educators to develop new course content that integrates the two disciplines. The resulting modules can be seamlessly incorporated into existing computing or cybersecurity courses, or bundled to create an introductory cybersecurity-infused computer science course.

The project is administered by Whatcom Community College in Bellingham, Washington. Members of the C5 Leadership Team have extensive experience and expertise and are recognized for their commitment to excellence in cybersecurity and computing education, and for their approach to producing results and successfully managing National Science Foundation projects.

Dr. Vera Zdravkovich - Principal Investigator (PI)
Academic Vice President Emeritus at Prince George's Community College and Senior Advisor for the National CyberWatch Center, Dr. Zdravkovich is a pioneer in CAE2Y and cybersecurity education development projects at community colleges.
zdravkovich@gmail.com

Corrinne Sande - Co-PI: C5 Mentee Program
Director of Computer Science and Information Systems at Whatcom Community College in Bellingham, WA, Ms. Sande has a successful track record managing CyberWatch West, a regional Advanced Technological Education (ATE) center in cybersecurity.
csande@whatcom.edu

Dr. Elizabeth Hawthorne - Co-PI: Cybersecurity Instructional Materials
The chair of the ACM Committee for Computing Education in Community Colleges (CCECC), Dr. Hawthorne is Senior Professor of Computer Science at Union County College in Cranford, NJ.
hawthorne@ucc.edu

Dr. Melissa Dark - Co-PI: Cybersecurity Instructional Materials
Dr. Dark, W.C. Furnas Professor of Technology and Professor in Computer Technology at Purdue University, is Associate Director for Educational Programs at the Center for Faculty Development in Information Assurance Education, CERIAS (Center for Education and Research in Information Assurance and Security).
dark@purdue.edu

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CLARK is a digital library that hosts a diverse collection of cybersecurity Learning Objects. It was created because there is a demonstrated need for a high-quality and high-availability repository for curricular and ancillary resources in the cybersecurity education community.

The Cyber Security Body Of Knowledge (CyBOK)
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A comprehensive Body of Knowledge to inform and underpin education and professional training for the cyber security sector.

CyBOK will be a guide to the body of knowledge-the knowledge that it codiﬁes already exists in literature such as textbooks, academic research articles, technical reports, white papers and standards. The project's focus is, therefore, on mapping established knowledge and not fully replicating everything that has ever been written on the subject.

The CyBOK project team have undertaken an extensive exercise involving a mapping and analysis of relevant texts as well as a range of community consultations via workshops, an online survey, interviews and position papers. These activities have provided an in-depth understanding of the community's collective view of the top-level Knowledge Areas (KAs) that should be in the scope of CyBOK. Following these consultations and various inputs, the 19 top level KAs were distilled and these will inform the scope of CyBOK.

The project, funded by the National Cyber Security Programme, is led by the University of Bristol's Professor Awais Rashid, along with other leading cyber security experts - including Professor Andrew Martin, Professor George Danezis, Professor Emil Lupu and Dr Howard Chivers.

CyberCIEGE
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CyberCIEGE
an innovative video game and tool to teach computer and network security concepts

CyberCIEGE enhances information assurance and cyber security education and training through the use of computer gaming techniques such as those employed in SimCity™. In the CyberCIEGE virtual world, users spend virtual money to operate and defend their networks, and can watch the consequences of their choices, while under attack.

Cyber Security Simulation
In its interactive environment, CyberCIEGE covers significant aspects of computer and network security and defense. Players of this video game purchase and configure workstations, servers, operating systems, applications, and network devices. They make trade offs as they struggle to maintain a balance between budget, productivity, and security. In its longer scenarios, users advance through a series of stages and must protect increasingly valuable corporate assets against escalating attacks.

CyberCIEGE includes configurable firewalls, VPNs, link encryptors and access control mechanisms. It includes identity management components such as biometric scanners and authentication servers. Attack types include corrupt insiders, trap doors, Trojan horses, viruses, denial of service, and exploitation of weakly configured systems. Attacker motives to compromise assets differ by asset and scenario, thereby supporting scenarios ranging from e-mail attachment awareness to cyber warfare.

Cybersecurity Curricular Guidelines (CSEC 2017)
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ACM/IEEE/AIS SIGSEC/IFIP Cybersecurity Curricular Guideline

The Joint Task Force on Cybersecurity Education (JTF) was launched in September 2015 with the purpose of developing comprehensive curricular guidance in cybersecurity education that will support future program development and associated educational efforts.

The JTF is a collaboration between major international computing societies:

Association for Computing Machinery (ACM)

IEEE Computer Society (IEEE CS)

Association for Information Systems Special Interest Group on Security (AIS SIGSEC)

International Federation for Information Processing Technical Committee on Information Security Education (IFIP WG 11.8)

The JTF grew out of the foundational efforts of the Cyber Education Project (CEP).

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Education Materials Overview
DETERLab is dedicated to supporting cyber security education. Since its inception, DETERLab has been used by 358 research projects, from 262 institutions and involving 918 researchers, from 203 locations and 46 countries.

DETERLab offers excellent support for teaching. Instructors can:

Benefit from a large collection of publicly available teaching materials

Automatically create student accounts

Upload class materials

Assign homework/projects to students

Track student progress on assignments

Download assignments for grading

Help students directly with many issues, without involving DETERLab staff

Students benefit from using DETERLab, too. They develop practical skills in cybersecurity, networking, operating system administration, and coding. These skills make a big difference in job search!

Hack This Site
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Hack This Site is a free training ground for users to test and expand their hacking skills. Our community is dedicated to facilitating an open learning environment by providing a series of hacking challenges, articles, resources, and discussion of the latest happenings in hacker culture. We are an online movement of artists, activists, hackers and anarchists who are organizing to create new worlds.

Labtainers
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Fully packaged Linux-based computer science lab exercises with an initial emphasis on cybersecurity

Labtainers include more than 40 cyber lab exercises and tools to build your own. Import a single VM appliance or install on a Linux system and your students are done with provisioning and administrative setup, for these and future lab exercises.

Consistent lab execution environments and automated provisioning via Docker containers

Multi-component network topologies on a modestly performing laptop computer (50 second Demo)

Automated assessment of student lab activity and progress

Individualized lab exercises to discourage sharing solutions

Labtainers provide controlled and consistent execution environments in which students perform labs entirely within the confines of their computer, regardless of the Linux distribution and packages installed on the student's computer or VM. The only requirement is that the Linux system supports Docker. See Labtainers Papers below for additional information about the framework.

Labtainers includes over forty-five lab exercises summarized here. The framework is free and open, making it easy for educators to create and share their own Labtainer exercises. Please refer to the Lab Designer User Guide for details on using the framework to create and adapt lab exercises. Labtainers code and data is managed on GitHub. Consider contributing your new labs via GitHub pull requests.

Malware Unicorn Reverse Engineering Workshops
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(Description copied in April 2020)

MacOS Dylib Injection

Reverse Engineering 101

Reverse Engineering 102

Flareon 6 2019 Writeups

Anti-Analysis Techniques

NIST NICE Cybersecurity Workforce Framework
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About
The NICE Framework, NIST Special Publication 800-181, is a national focused resource that categorizes and describes cybersecurity work. The NICE Framework establishes a taxonomy and common lexicon that describes cybersecurity work and workers irrespective of where or for whom the work is performed. The NICE Framework is intended to be applied in the public, private, and academic sectors.

The Executive Order (EO) on America's Cybersecurity Workforce encourages widespread adoption of the NICE Framework, and highlights its voluntary integration into existing education, training, and workforce development efforts undertaken by State, territorial, local, tribal, academic, non‑profit, and private-sector entities. The EO also directs that the NICE Framework be used as a reference for related federal government efforts, including as a basis for developing skill requirements for the federal cybersecurity rotational assignment program and the federal cybersecurity competition proposed by the Executive Order.

The NICE Framework is comprised of the following components:

Categories (7) - A high-level grouping of common cybersecurity functions.

Specialty Areas (33) - Distinct areas of cybersecurity work.

Work Roles (52) - The most detailed groupings of cybersecurity work comprised of specific knowledge, skills, and abilities required to perform tasks in a work role.

Audience

Employers, to help assess their cybersecurity workforce, identify critical gaps in cybersecurity staffing, and improve position descriptions;

Current and future cybersecurity workers, to help explore Tasks and Work Roles and assist with understanding the KSAs that are being valued by employers for in-demand cybersecurity jobs and positions. The NICE Framework also enables staffing specialists and guidance counselors to use the NICE Framework as a resource to support these employees or job seekers;

Training and certification providers seeking to help current and future members of the cybersecurity workforce gain and demonstrate the KSAs;

Education providers who use the NICE Framework as a reference to develop curriculum, courses, seminars, and research that cover the KSAs and Tasks described; and

Technology providers who can identify cybersecurity Work Roles and specific Tasks and KSAs associated with the services and hardware/software products they supply.

OpenSecurityTraining.info
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In the spirit of OpenCourseWare and the Khan Academy, OpenSecurityTraining.info is dedicated to sharing training material for computer security classes, on any topic, that are at least one day long.

All material is licensed with an open license like CreativeCommons, allowing anyone to use the material however they see fit, so long as they share modified works back to the community.

We highly encourage people who already know these topic areas to take the provided material and pursue paid and unpaid teaching opportunities.

OverTheWire Wargames
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The wargames offered by the OverTheWire community can help you to learn and practice security concepts in the form of fun-filled games. To find out more about a certain wargame, just visit its page linked from the menu on the left.

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picoCTF is a free computer security game targeted at middle and high school students, created by security experts at Carnegie Mellon University. The game consists of a series of challenges centered around a unique storyline where participants must reverse engineer, break, hack, decrypt, or do whatever it takes to solve the challenge.

OWASP WebGoat
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WebGoat is a deliberately insecure web application maintained by OWASP designed to teach web application security lessons. You can install and practice with WebGoat. There are other 'goats' such as WebGoat for .Net. In each lesson, users must demonstrate their understanding of a security issue by exploiting a real vulnerability in the WebGoat applications. For example, in one of the lessons the user must use SQL injection to steal fake credit card numbers. The application aims to provide a realistic teaching environment, providing users with hints and code to further explain the lesson.

Why the name "WebGoat"? Developers should not feel bad about not knowing security. Even the best programmers make security errors. What they need is a scapegoat, right? Just blame it on the 'Goat!

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What is pwnable.kr?
'pwnable.kr' is a non-commercial wargame site which provides various pwn challenges regarding system exploitation. the main purpose of pwnable.kr is 'fun'. please consider each of the challenges as a game. while playing pwnable.kr, you could learn/improve system hacking skills but that shouldn't be your only purpose.

How do I play?
there are flag files corresponding to each challenges (similar to CTF), you need to read it and submit to pwnable.kr to get the corresponding point. in order to read the flag file, you need some skills regarding programming, reverse-engineering, bug exploitation, system knowledge, cryptography. each challenges have author's intended solution, however, there are a lot of unintended solutions as well :) the challenges are divided into four categories.

[Toddler's Bottle] - very easy challenges with simple mistakes.
[Rookiss] - typical bug exploitation challenges for rookies.
[Grotesque] - these challenges are grotesque-y. painful to solve it, but very tasty flag :)
[Hacker's Secret] - intended solution for these challenges involves special techniques.

Seattle in the Classroom
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The Internet is a large and complex collection of machines. Learning Internet protocols and network characteristics is a challenge for students in part due to the diversity of Internet devices. Seattle makes learning about the Internet easy by providing students with a simple to learn Python-based language and a tool-rich environment that simplifies distributed deployment and monitoring of programs running across Internet hosts. Seattle can help instructors augment lectures with real-world, hands-on assignments across thousands of computers. Seattle has been used in dozens of classes at universities around the world. The Seattle team is dedicated to helping instructors get started with using Seattle in the classroom.

Security

Building a reference monitor

Attacking a reference monitor

Secure WEb dEvelopment Teaching (SWEET)
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SWEET (Secure WEb dEvelopment Teaching) is a set of portable teaching modules for secure web development. SWEET features eight teaching modules, six project modules and a virtualized web development platform that allows instructors to conduct hands-on laboratory exercises. The purpose of this project is to enhance the learning experience of computing students through standardized teaching modules and environment in secure web development. We have adopted this teaching tool to introduce web security concepts in both undergraduate and graduate courses. Each SWEET teaching module will be enough for a three-hour class containing lecture materials and hands-on laboratory exercises that are relevant to the contents in the lectures.

Security Cards: A Security Threat Brainstorming Toolkit

Security Injections (Cyber4All@Towson)

TableTop Security
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TableTop Security is a multi-institutional initiative that explores novel and creative ways to incorporate cybersecurity topics into existing curricula through games.

Tabletop Security Games & Cards

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Aim/Goal
To provide materials that allows anyone to gain practical 'hands-on' experience in digital security, computer software & network administration.

Brief History/Purpose
Before you can run, you need to be able to walk. You do so by learning the basics so you can gain of the theory. Once you're up and walking, you need 'something' to run to (Something to aim for) & you need 'somewhere' that's padded with foam to run about in (so it doesn't matter if you fall over). This is where VulnHub comes in.

We all learn in different ways: in a group, by yourself, reading books, watching/listening to other people, making notes or things out for yourself. Learning the basics & understanding them is essential; this knowledge can be enforced by then putting it into practice.

Over the years people have been creating these resources and a lot of time has been put into them, creating ''hidden gems' of training material. However, unless you know of them, its hard to discover them. So VulnHub was born to cover as many as possible, creating a catalogue of 'stuff' that is (legally) 'breakable, hackable & exploitable' - allowing you to learn in a safe environment and practise 'stuff' out. When something is added to VulnHub's database it will be indexed as best as possible, to try and give you the best match possible for what you're wishing to learn or experiment with. We will also ask for permission from the original source to mirror the material and to preserve the resources.

We hope that the community will come together to help each other learn, either by making new material or providing walkthroughs/solutions for existing solutions to help other people.

You can watch someone else... Then follow along at the same time... Afterwards set it up yourself & then try to do it (so you have an insight into the system - white box testing)... Finally you can start on an unknown source (black box testing)... ...and if you get stuck you can always ask for a nudge!

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Computer Security Education Resource Collection

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Beginner's Quest (Google CTF) Click here to expand/collapse description... Welcome to the Beginner's Quest! A few notes before your embark: There are multiple paths that lead through different challenges, to 4 different endings. Only after solving the most difficult challenges do you receive the "winning" ending.

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Be A Cyber Defender With Cybersecurity Courses | Networking Academy

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Find a Cybersecurity course & learn how you can be on the front lines in the battle for online security. Learn more today.

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Through our self-paced online platform, you have the flexibility to learn at your own pace, accessing high-quality content and interactive resources whenever and wherever it suits you. Our expertly crafted modules cover a wide range of cybersecurity topics, ensuring you develop a strong foundation and stay up to date with the latest industry trends.

If you prefer a more interactive learning experience, our live-online training offers real-time instruction from seasoned cybersecurity professionals. Engage in dynamic discussions, participate in hands-on exercises, and benefit from direct mentorship as you dive deep into the practical aspects of cybersecurity. Our live-online sessions provide a collaborative environment where you can network with like-minded individuals and gain valuable insights from industry experts.

Whichever pathway you choose, rest assured that CyberWarrior Academy is committed to your success. Our dedicated instructors and support staff are passionate about guiding you on your journey, providing personalized assistance and ensuring you have the resources you need to excel.

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CyberWarrior Academy | Online Cybersecurity Training 2022

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CyberWarrior Academy delivers hands-on and lab-driven technical training in cybersecurity methods and career navigation assistance.

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Perplexity is a free AI-powered answer engine that provides accurate, trusted, and real-time answers to any question.

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Amazing AI models from the Black Forest.