1/8 We’ve published a study of the power of prompting to unleash expertise from GPT-4 on medical benchmarks without additional fine-tuning or expert-curated prompts: arxiv.org/pdf/2311.16452…
Summary of results:
Eric Horvitz
2,964 posts
Eric Horvitz
@erichorvitz
Chief Scientific Officer, Microsoft
- Some news on taking on a new responsibility @Microsoft bit.ly/2W5pctO Much work to do. Interesting challenges & exciting opportunities ahead @MSFTResearch @theNASEM @NSF @NIH @DARPA @nlm_news @PartnershipAI @AiCommission @kevin_scott @satyanadella @allen_ai @StanfordHAI
- api access now avail to GPT-3.5, Codex, DALL.E2 on #AzureOpenAI. On deck: api access to ChatGPT @OpenAI @Microsoft @gdb @samaJust in—new AI models on Azure OpenAI Service empower your business to deliver results at scale. Explore the possibilities → msft.it/6017exfWh #AzureOpenAI
00:00 - At the White House today for discussions with the President on the risks and opportunities of #AI. cnb.cx/3zycJRW #PCAST @WHOSTP
- Correlation found between access of info from fake news sites & votes for Trump vs. Clinton. 99% clicks via FB bit.ly/2h5MQ3R @EFF
- Discussion on causal machine learning with @yudapearl @Susan_Athey Yoshua Bengio bit.ly/3HBh89m Panel at Microsoft Research Summit @MSFTResearch #causality #ML #DNN
- I look forward to joining DoE's @AiDirector Cheryl Ingstad bit.ly/3i1eg7R to discuss harnessing high-perf computing + advances in #AI to accelerate scientific discovery @ENERGY #MicrosoftCSO @AiCommission @NSF @WHOSTP @StanfordHAI @aaas @theNASEM @NIH @HHSGov @compcocon
- Just released: Machine-readable COVID-19 literature dataset. Reflections & links on the project at bit.ly/33vxKMc. @MSFTResearch @compcomcon @CDCemergency #COVID19 #KDD
- We have studied #GPT4 for several months. Initial curiosity has been deepened by intriguing findings that we share here arxiv.org/abs/2303.12712 Exciting time to pursue deeper understandings of emergent “sparks” of powers of generalization, abstraction, synthesis. @MSFTResearchAt @MSFTResearch we had early access to the marvelous #GPT4 from @OpenAI for our work on @bing. We took this opportunity to document our experience. We're so excited to share our findings. In short: time to face it, the sparks of #AGI have been ignited. arxiv.org/abs/2303.12712
arxiv.orgSparks of Artificial General Intelligence: Early experiments with GPT-4Artificial intelligence (AI) researchers have been developing and refining large language models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks, challenging our... - We just published a fun & interesting study, stemming from an exciting “prompting marathon” we ran over the summer. We focused on how to unlock medical expertise from GPT-4 without additional fine-tuning or expert-curated prompts. Paper: arxiv.org/pdf/2311.16452…… @MSFTResearchMicrosoft Chief Scientific Officer Eric Horvitz explains how new prompting strategies can enable generalist large language models like GPT-4 to achieve exceptional expertise in specific domains, like medicine, and outperform fine-tuned specialist models: msft.it/6011izxEb
- Excited to join the President’s Council of Advisors on Science & Technology bit.ly/3kDjifn and contribute to health, prosperity, vitality of our nation & world. Will work across gov't, academia, industry on possibilities at the frontiers of science & tech #PCAST @WHOSTP
- I'm excited to announce that @MSFTResearch Tech Fellow @susan_dumais will become director of our three Northeast Labs: MSR New England, MSR NYC & MSR Montreal. You can listen to Susan's #MSRPodcast at aka.ms/AA60vm4 @MSRNE @compcomcon @NeurIPSConf @RealAAAI @sig_chi
- Machine learning for healthcare has been aimed at diagnosis & prediction. We can do more with #AI to support human decisions by coupling #ML w/ decision-analytic reasoning. Video bit.ly/3cNSJA8 from @StanfordHAI #AugmentHAI mtg @AMIAinformatics @compcomcon @MSFTResearch
- Democratizing simulation-centric AI: Microsoft's AirSim joined with Unity: Environment for doing machine learning & reasoning in simulation, on the way to fielding AI systems in open world bit.ly/2Bbf2Nm @MSFTResearch @unity3d @compcomcon @ComputerSociety @TheOfficialACM
