Considerations for Evidence Generation, Evidence Use, and Innovation by Femi Vance https://padlet.com/fvance1/bce3ei1cf6te22t8 Summarize the threats, opportunities, and how AIR should prepare for both en-us 2023-03-17 16:28:26 UTC 2023-03-21 14:26:55 UTC hello@padlet.com Unfair competition https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524025796 2023-03-20 17:45:23 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524025796 DEI concerns https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524026100 2023-03-20 17:45:35 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524026100 spreading mis-information https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524026534 2023-03-20 17:45:51 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524026534 creating efficiency in systems https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524026984 2023-03-20 17:46:10 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524026984 Building expertise internally https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524028029 2023-03-20 17:46:39 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524028029 Become a leader in generating evidence on different effects of AI tools https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524030478 2023-03-20 17:48:12 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524030478 Use tools to serve underserved co https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524031730 2023-03-20 17:49:02 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524031730 plagiarism, lack of originality https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524032483 2023-03-20 17:49:31 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524032483 poor quality, lack of clear standards https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524033355 2023-03-20 17:50:00 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524033355 potential for our competitors to get out ahead of us https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524033848 2023-03-20 17:50:19 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524033848 lack of the right kind of staff expertise https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524035232 2023-03-20 17:51:15 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524035232 spread of mis- and disinformation, promoting lack of trust in science & evidence https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524035798 2023-03-20 17:51:38 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524035798 low-quality implementation in programs, interventions https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524036930 2023-03-20 17:52:23 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524036930 bias & likelihood of perpetuating or exacerbating existing biases https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524037831 2023-03-20 17:52:59 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524037831 marginalization of people or groups due to lack of understanding, expertise, training, or resources related to AI https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524038441 2023-03-20 17:53:24 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524038441 efficiencies in data collection, analysis, dissemination https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524040626 2023-03-20 17:54:40 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524040626 enhance our research methodologies, develop innovations to improve the quality of evidence https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524041343 2023-03-20 17:55:09 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524041343 new approaches to research dissemination (data-viz, etc.) https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524042068 2023-03-20 17:55:35 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524042068 Threats include bias, quality, misuse, inaction, privacy https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524042573 2023-03-20 17:55:57 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524042573 upskilling our staff, building expertise on effective practices https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524042690 2023-03-20 17:56:02 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524042690 serve underserved communities https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524043337 2023-03-20 17:56:28 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524043337 AIR playing a leading role in setting standards for ethical AI use https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524043688 2023-03-20 17:56:42 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524043688 automating some aspects of research (e.g., evidence reviews, qualitative data analysis) https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524044785 2023-03-20 17:57:24 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524044785 promote effective, ethical AI use in the communities we serve while mitigating harms https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524045888 2023-03-20 17:58:07 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524045888 Opportunities include efficiency, new verticals / creativity, AIR can be leaders in understanding algorithmic bias, can lead in evaluating equity in algorithms https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524045892 2023-03-20 17:58:07 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524045892 risk of racing ahead before we have enough evidence https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524047242 2023-03-20 17:59:03 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524047242 Apply current tools to completed analyses to see if we get different results or learn anything new. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524050491 2023-03-20 18:01:22 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524050491 Create and/or sign onto policies that provide guidance and guardrails for AI use and application. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524051267 2023-03-20 18:01:56 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524051267 Harness collective expertise of staff to design solutions to threats. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524052097 2023-03-20 18:02:33 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524052097 Staff training (all staff, not just specialists), internships and other approaches to building human capital https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524053054 2023-03-20 18:03:21 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524053054 Unsure if AIR has critical mass of internal expertise to make effective use of AI. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524053743 2023-03-20 18:03:52 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524053743 Major themes: training staff, providing guidelines https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524054001 2023-03-20 18:04:04 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524054001 Market scan, analysis of competitors' work and the work of other orgs (e.g., vendors) https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524054059 2023-03-20 18:04:06 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524054059 Potential for increased bias showing up in our work. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524054644 2023-03-20 18:04:29 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524054644 Develop standards for ethical AI use https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524054938 2023-03-20 18:04:42 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524054938 AI ignores the "why" and "theory" and amplifies inherent limitations of quantitative focus of AI. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524055847 2023-03-20 18:05:20 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524055847 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524056080 Capabilities of staff and their skills - e.g., hiring, training, inventory of current skills, openness to diverse teams with different skills.]]> 2023-03-20 18:05:31 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524056080 Develop mechanisms for QA of AI tools https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524056517 2023-03-20 18:05:48 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524056517 Reputational Risk https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524056747  - will our reputation be strong in new areas 
 - risk devaluing our reputation 
- managing errors ]]> 2023-03-20 18:05:57 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524056747 Clients and public may distrust our work. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524056935 2023-03-20 18:06:05 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524056935 Mentoring of staff https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524057243 2023-03-20 18:06:18 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524057243 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524057283 Setting guardrails - e.g., legal constraints and considerations, understanding our clients' guardrails]]> 2023-03-20 18:06:20 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524057283 AI has the potential to dumb down humans who are reliant on AI. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524058317 2023-03-20 18:06:59 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524058317 Automation of routine tasks https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524058767 Conduct faster processing of data]]> 2023-03-20 18:07:15 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524058767 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524058925 Develop a policy (internal and external) to tell our stance on use of AI]]> 2023-03-20 18:07:22 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524058925 Understanding AI & Output https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524059193  - lack of transparency with AI
- skill to interpret AI - generated results ]]> 2023-03-20 18:07:32 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524059193 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524059468 Assessing where our clients are in terms of AI.]]> 2023-03-20 18:07:43 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524059468 Becoming an influencer for standards, policy to stakeholders https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524059668 2023-03-20 18:07:52 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524059668 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524060262 Establish common language and deeper understanding. Provide/share examples of what we have done.]]> 2023-03-20 18:08:16 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524060262 More not always equal better https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524060502  - more data does not equal better info 
- data applicable to sector? community?]]> 2023-03-20 18:08:25 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524060502 Stance on development of staff ebzdega https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061146 2023-03-20 18:08:43 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061146 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061303 Change management (external and internal)]]> 2023-03-20 18:08:48 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061303 What counts as expertise ebzdega https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061539 2023-03-20 18:08:57 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061539 Quality standards ebzdega https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061755 2023-03-20 18:09:05 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061755 Using more data; processing wider data sets https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061962 Sometimes more may not be better; studying under which conditions that may be the case]]> 2023-03-20 18:09:13 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061962 Bias ebzdega https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061968 2023-03-20 18:09:13 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061968 What is our comparable edge? https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061998 - will clients choose AIR when they can choose AI]]> 2023-03-20 18:09:14 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524061998 What counts as expertise ebzdega https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524062319 2023-03-20 18:09:28 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524062319 Automating / extending data stories / reporting https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524062496 2023-03-20 18:09:35 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524062496 Concern that AI may reduce the need for the "human" part of our work - will our jobs be replaced or no longer needed? vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524073633 2023-03-20 18:16:49 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524073633 There are currently few policies and guardrails in place for AI that are nationally or internationally accepted and adhered to vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524075507 2023-03-20 18:18:13 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524075507 Data from AI processes are only as valid, accurate, and strong as the humans that write the code. "garbage in, garbage out" vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524076797 2023-03-20 18:19:10 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524076797 Being Nimble fvance1 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524083356 Identify offramps, decision-points, milestones and use those to make adjustments as needed]]> 2023-03-20 18:23:25 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524083356 Effective use of AI may help us reveal and address inequities that were hidden by human-led methods and approaches. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524088095 2023-03-20 18:26:45 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524088095 We may be able to use AI to generate new hypotheses and theories we could not generate through our own thinking. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524089177 2023-03-20 18:27:26 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524089177 Use of AI to augment our productivity will free up staff time for more generative thinking and work. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524090154 2023-03-20 18:28:06 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524090154 Leading in generating evidence using AI will help us position ourselves as scholarly leaders in AI use. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524091145 2023-03-20 18:28:48 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524091145 AI can help us be faster and more efficient with our AI-generated or augmented work. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524091888 2023-03-20 18:29:17 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524091888 Perceived nimbless of AIR of staff, in terms of shifting our work and compared to our competitors ebzdega https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524096824 2023-03-20 18:32:26 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524096824 Find niches where AIR has competitive advantage for project pursuits vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524105534 2023-03-20 18:38:43 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524105534 Invest internally in use-case projects vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524105983 2023-03-20 18:39:02 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524105983 Train staff on the benefits and risks of AI vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524108068 2023-03-20 18:40:24 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524108068 Develop and test our own AI solutions to identify best practices vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524108812 2023-03-20 18:40:53 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524108812 Model transparency in the tools we develop (such as assumptions, stakeholder engagement in development, etc). Publish information about the limitations of tools and data we use as a way to share our learnings with the field. vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524111994 2023-03-20 18:42:54 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524111994 Find ways to use AI & big data to validate our research evidence vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524113564 2023-03-20 18:43:41 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524113564 Support or even lead policy development to influence regulation/application of AI in the field vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524114723 2023-03-20 18:44:28 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524114723 educate policy makers on the limitations of AI-generated information vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524115385 2023-03-20 18:44:55 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524115385 As we disseminate results of our work, identify opportunities to introduce visually appealing recognition to various methods used and why vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524117330 2023-03-20 18:46:14 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524117330 Continue to engage cross-division staff in ideation about AI use at AIR vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524121611 2023-03-20 18:48:41 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524121611 Diversify our workforce further to contribute even more to AI strategy vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524122462 2023-03-20 18:49:20 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524122462 Establish AIR as thought leaders in using AI for evidence generation vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524166935 2023-03-20 19:24:15 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524166935 Partner with like-minded organizations to harness our collective expertise to influence policy vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524167561 2023-03-20 19:24:48 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524167561 Commit to NOT engage in AI arms race with competitors vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524183839 2023-03-20 19:38:39 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524183839 Learn/explore new technology before committing to anything new and partner w/ appropriate companies to develop the technologies vtate3 https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524186311 2023-03-20 19:40:51 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524186311 Data Accuracy, integrity, transparency https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524201075 2023-03-20 19:53:47 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524201075 Negative impact on AIR pursuits due to less RFPs, and competitors under cutting costs. https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524202642 2023-03-20 19:55:23 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524202642 Machine learning can make data analysis too easily accessible potentially reducing the need or statistical experts like AIR. https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524203461 2023-03-20 19:56:13 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524203461 Perceptions vs misperceptions of AI and how it leads to overconfidence in the results and/or being misled by bad actors. https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524204860 2023-03-20 19:57:40 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524204860 Unintended bias in the generation of surveys. https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524205513 2023-03-20 19:58:20 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524205513 Provide clear guidelines knowledge sharing and discussion forums around AI. https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524268954 2023-03-20 21:08:24 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524268954 Engage with clients around their interests and understanding of AI. https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524269514 2023-03-20 21:09:01 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524269514 Hire people with expertise in the intersection of AI and communications. https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524269980 2023-03-20 21:09:36 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2524269980 Lead Policy making https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2525429291 Lead consortium of similar orgs (e.g. MPR, Westat, RTI, NORC, etc.) on AI policy making. Look at new orgs also to be part of consortium.

]]> 2023-03-21 13:53:00 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2525429291 AIR should invest in https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2525485560 Mentoring and training of researchers in AI methods, including intentional opportunities through projects and through overhead investments]]> 2023-03-21 14:23:25 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2525485560 AIR should investigate https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2525491662 How vulnerable populations (e.g., children, youth, patients) in AIR's sectors or connected to AIR clients and projects are subject to ethical or unethical applications of AI.  ]]> 2023-03-21 14:26:55 UTC https://padlet.com/fvance1/bce3ei1cf6te22t8/wish/2525491662