ETHICS OF AI -- KELLY PAGE by Matthew Aranda https://padlet.com/maranda35/gu1zsobid06x7tpc React to topic areas by adding a note in the respective column. Interact with other ideas by commenting on others posts. >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>slide to the right to see more sections >>>>>>>> en-us 2023-01-20 22:29:51 UTC 2023-01-30 19:23:38 UTC hello@padlet.com https://padlet.net/icons/png/1f9d0.png Jess Lauritsen, The Lab - I recently implemented a culturally responsive customer service professional development for my entire student affairs division at a college where I served as VP of Student Affairs and I'm passionate about ensuring students are served in a way that meets their unique needs. jlauritsen https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2455413859 2023-01-24 22:18:13 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2455413859 Kelly Page, Aussie living in Colorado, work at Digital Promise on how we can center equity and inclusion in the development of technologies. My skills few know would be: "Painting and DIY" kpage59 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456453891 2023-01-25 16:48:25 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456453891 Matt Gee https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456734594 CEO of Brighthive; friendly neighborhood data nerd. 

Something I've learned but don't have credentials for: building racing drones and fly them around Chicago with silly goggles. ]]> 2023-01-25 20:02:59 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456734594 Josh Weiss, Stanford GSE. Lovely to meet you all. I'm learning how to play combo organ. It's like a jazzy piano. Does a credential exist? I am doubtful, but would love to be surprised https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456734898 2023-01-25 20:03:14 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456734898 Unintentional consequences https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456735004 I think there has been a lot of wonderful work especially recently about strategies to mitigate the KNOWN concerns about AI (or technology in general). What I am most concerned about is what we don't know yet.. What may begin as an innocent start (a way to connect friends) and result in an epidemic in mental health. Similarly, in this context, how can we map out all the different consequences and come up with a strategy to handle when things unintentionally go wrong?]]> 2023-01-25 20:03:19 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456735004 Renise Walker, Assistant Director of Systems Innovation at Colorado Workforce Development Council. I am developing the skill of travel content creation and am excited to better share opportunities to affordably travel domestically and internationally as a single Mom. ReniseW https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456735171

]]> 2023-01-25 20:03:27 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456735171 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456735444 Milena Pribic, AI Design + Ethics lead at IBM, working on best practices for ethical AI design at IBM. Skills: throwing pots and reading a lot of surreal poetry   ]]> 2023-01-25 20:03:41 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456735444 Tom Hall w/IBM, I've been in technical leadership for quite a while but relatively new to the AI world and I'm really enjoying strengthening my AI foundation and certainly see the essential nature of building trustworthy, ethical and transparent AI. I'm excited about this initiative, I look forward to learning lots and hopefully being a benefit... maybe more from a layman's view :-) https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456735711 2023-01-25 20:03:56 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456735711 In my free time I work with the underserved communities in India and Africa imparting digital and STEM skills - which also includes introduction to AI and the ethical implications in various sectors and how to be vigilant about it. It give some intrinsic pleasure when I see my students show even the slightest bit of progress. https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456736134 2023-01-25 20:04:18 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456736134 Dr. Malcolm Adams® here! https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456736756 Working in tandem with private and public sector entities to improve workforce dev, make it more inclusive so that marginalized groups gain equity; thus improving the overall economy. ]]> 2023-01-25 20:04:47 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456736756 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456737121 Carol Erickson, Director of Foundation Partnerships at Education Design Lab.

I've been gardening since I was in elementary school.  Growing flowers and vegetables from seed, and cultivating them in ridiculously large gardens

]]> 2023-01-25 20:05:09 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456737121 Naagma Timakondu https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456737382 Applied Cognition & Neuroscience - HCI & Computational Modeling, Graduate Student 

I took up racquetball after playing tennis and being obsessed with racket sports in high school and it has been a wonderful way to make friends and get a good (fun) workout in!]]> 2023-01-25 20:05:25 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456737382 Alex Nwoke, IBM. https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456737754 Something I'm still learning that gives me joy is the love of sports - soccer. I'm a big fan of English Premier League. And I happen to have a podcast! Colney Talk Podcast.]]> 2023-01-25 20:05:44 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456737754 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456740403 What's are the biggest pain points about the current present-state of hiring/skill sharing?]]> 2023-01-25 20:08:05 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456740403 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456741636 I feel there are so many dependent "legs" to this stool in order to make this skills-based transition happen -- and all of them have to make critical changes for the stool not to collapse.]]> 2023-01-25 20:09:06 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456741636 jlauritsen https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456743591 How will we be vigilant in ensuring the data points and algorithms behind the models are not biased]]> 2023-01-25 20:10:54 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456743591 How do we work on shifting the mindset of the individuals to advocate for their skills? https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456744173 2023-01-25 20:11:24 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456744173 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456744582 How are we flexible with defining skills/understanding of how different skills are weighted and why?]]> 2023-01-25 20:11:49 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456744582 jlauritsen https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456744695 There is clear research that the internet is fed information from/based on implicit bias.]]> 2023-01-25 20:11:56 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456744695 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456745642 In terms of using this as a "potential currency" as Jason mentioned, what is the perceived buy-in from institutions? And are we creating another layer of limitation for access for under-representation?]]> 2023-01-25 20:12:51 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456745642 Accessibility https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456745839 All groups of populations are able to use the tools in the optimal way for themselves]]> 2023-01-25 20:13:02 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456745839 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456746009 transparency in terms of which data sets/labels are being used and how/if you're "grouped" somewhere accordingly]]> 2023-01-25 20:13:12 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456746009 There is accountability for harm or misuse https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456746436 2023-01-25 20:13:40 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456746436 Use of data contracts https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456746525 This is a newer concept that provides additional context WITH the data and allows policies to travel with the data]]> 2023-01-25 20:13:43 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456746525 jlauritsen https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456747805 Skills mapping - visual representations of skills ]]> 2023-01-25 20:14:58 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456747805 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456748285 By examining the language, as you mentioned earlier about credentialing, etc. More agencies are removing college degrees from job requirements.

]]> 2023-01-25 20:15:25 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456748285 Considerations beyond algorithmic performance are part of the design intent around and choice by users of AI systems https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456749097 2023-01-25 20:16:09 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456749097 de-coupling terminology from bias. might require a deep think on naming conventions and the containers these fit into. right-sizing for a granularity that is bias-agnostic is also an interesting angle perhaps https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456749103 2023-01-25 20:16:09 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456749103 Test this with Staffing agencies https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456749395 2023-01-25 20:16:21 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456749395 Validation that what is created, produced and disseminated is true https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456749445 2023-01-25 20:16:22 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456749445 AI ethics should be a set of guiding principles that advise us on the design and outcomes of algorithms in a transparent way. https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456750543 2023-01-25 20:17:27 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456750543 Kathleen Houlihan https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456750673 Dream2Career khoulihan@dream2career.org ]]> 2023-01-25 20:17:36 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456750673 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456751931 the design of artificial intelligence that takes into account areas of explainability, fairness, robustness, transparency, privacy so human beings can flourish]]> 2023-01-25 20:18:52 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456751931 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456753741 designing AI that empowers people]]> 2023-01-25 20:20:49 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456753741 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456754755 Ethics AI is a foundation of equitable principle use of Data & AI. And the guiding arm to keep humanity in the fore front of technology, automation at scale whilst exploring AI research & its possibilities.]]> 2023-01-25 20:21:39 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456754755 How do we ensure that AI algorithms are not treating similarly-skilled people differently based on demographics and geographic location. https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456758266 2023-01-25 20:25:00 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456758266 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456761738 Guidelines around: empowering those looking for work/sharing their skills, user privacy guidelines (such as opt out options or an active role in skills inference), transparency/explainability of the technology, bias mitigation]]> 2023-01-25 20:28:28 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456761738 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456765002 There's a saying that over-convenience with technology is one downfall of humanity. As much as we welcome and push boundaries with AI, there is a line, a wall or laws that should be established to maintain responsible use of AI. To me responsible use is ensuring AI should never be thought of as human replacement - a blanket statement. Also if we remember we(humans) are guardians of data, then we have the control of how AI should serves us; albeit constant guardrails. ]]> 2023-01-25 20:31:30 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456765002 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456765180 how do we give people more of a voice than they currently have? and how do we define the "voice" of a job-hunter (who is also the data subject)?]]> 2023-01-25 20:31:42 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456765180 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456769167 You would know after evaluating the AI product/Implementation MVP augments the users working experience and productivity.]]> 2023-01-25 20:36:05 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456769167 https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456775978 Guidelines arounds deeper AI explainability, data audits, user access, inclusion and ease of use.]]> 2023-01-25 20:42:42 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456775978 I see it as an 'explainable AI' landscape where data privacy is the key and accountability clearly defined for any potential harm resulting from the use of the technology. https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456802834 2023-01-25 21:12:09 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456802834 Is there a way job seekers can be made aware of their rights - provided it is clearly defined by law - where they can challenge the potential bias of the algorithm. Who is legally accountable for biased algorithms that may be inadvertently or explicitly causing financial and emotion harm? https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456806283 2023-01-25 21:16:01 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456806283 One way may be to gauge the transparency regarding the data used and interpret how the data-points that were used by the algorithm contributed to the outcomes achieved....What was the purpose of the learning, and can we ensure that the technology is not solely drive for profit motives? Not all AI powered tools out there are ChatGPTs..... https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456816783 2023-01-25 21:28:05 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2456816783 The alignment problem and unfair competition that it can generate https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2461974934 2023-01-30 19:20:21 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2461974934 One thing to consider is that is the data generated by one user being also inadvertently revealing data for other users within the network - without consent...what is the ethical way to control the data leaks? https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2461979492 2023-01-30 19:23:38 UTC https://padlet.com/maranda35/gu1zsobid06x7tpc/wish/2461979492