Biography:Connor Leahy

From HandWiki
Connor Leahy
OccupationAI researcher, entrepreneur
OrganizationEleutherAI, Conjecture, ControlAI
Known forEleutherAI; Conjecture; AI risk advocacy
Websitehttps://www.ettf.land/
Short description: German-American artificial intelligence researcher


Connor Leahy is a German-American[1] artificial intelligence researcher and entrepreneur known for his work on large language models and advocacy on the risks of advanced AI. He co-founded EleutherAI[2][3] and founded the AI safety research company Conjecture, which he led as CEO until 2026.[4][5][6] He is US Director of ControlAI, a nonprofit focused on preventing extinction risk from artificial superintelligence. Leahy has warned about the threat of human extinction from artificial superintelligence.[7] He has testified before the House of Commons of Canada[8] and participated in the inaugural AI Safety Summit in 2023.[9]

Career

In 2019, while still a student, Leahy reverse-engineered GPT-2 in his dormitory room, at a time when OpenAI had initially withheld the full model.[10] In July 2020, Leahy co-founded EleutherAI together with Sid Black and Leo Gao, with an initial focus to replicate GPT-3.[11][12] During Leahy's time as co-lead, EleutherAI produced some of the earliest open-source large language models and datasets, including The Pile in December 2020,[13] GPT-Neo in March 2021,[14] GPT-J-6B in June 2021,[15][16] and GPT-NeoX-20B in February 2022.[17] At the time of its release, GPT-J-6B was the largest open-source GPT-3-style language model in the world.[18]

In March 2022, Leahy co-founded Conjecture, an AI safety research company that he led as CEO. The company's stated mission is to scale applied AI alignment research.[19][20]

Leahy is skeptical of reinforcement learning from human feedback as a solution to the alignment problem. “These systems, as they become more powerful, are not becoming less alien. If anything, we’re putting a nice little mask on them with a smiley face. If you don't push it too far, the smiley face stays on. But then you give it [an unexpected] prompt, and suddenly you see this massive underbelly of insanity, of weird thought processes and clearly non-human understanding.”[21]

In March 2023, Leahy was one of the signatories of the 2023 open letter from the Future of Life Institute calling for "all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4."[22][23]

In May 2023, Leahy was among the signatories of the Statement on AI Risk, a one-sentence statement that reads "Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war." The statement was signed by hundreds of notable figures including Nobel laureates, AI researchers, and CEOs of major AI companies including OpenAI, Anthropic, and Google DeepMind.[24][25]

In November 2023, Leahy was invited to speak at the inaugural AI Safety Summit. He worried that the summit would fail to deal with the risks from the development of AI systems surpassing humans, arguing that “If you build systems that are more capable than humans at manipulation, business, politics, science and everything else, and we do not control them, then the future belongs to them, not us.” He worked with nonprofit ControlAI to advocate for governments to implement a pause on the development of artificial general intelligence, and criticized major AI companies for their attempts to evade government oversight and regulation of powerful AI systems.[4]

In March 2026, Leahy announced in a retrospective that the Conjecture chapter was drawing to a close, and that he was joining nonprofit ControlAI, where he had previously been an advisor, as its US Director.[26][27]

See also

References

  1. ↑ "Memes tell the story of a secret war in tech. It's no joke" (in en-AU). ABC News. 2024-02-17. https://www.abc.net.au/news/2024-02-18/ai-insiders-eacc-movement-speeding-up-tech/103464258. 
  2. ↑ Smith, Tim (March 29, 2023). "'We are super, super fucked': Meet the man trying to stop an AI apocalypse". https://sifted.eu/articles/connor-leahy-ai-alignment. 
  3. ↑ Pringle, Eleanor. "Asking Big Tech to police AI is like turning to 'oil companies to solve climate change,' AI researcher says" (in en). https://fortune.com/2024/04/15/openai-google-microsoft-responsobile-societal-questions-government-responsibility/. 
  4. ↑ 4.0 4.1 Stacey, Kiran; Milmo, Dan (2023-10-20). "Sunak's global AI safety summit risks achieving very little, warns tech boss" (in en-GB). The Guardian. ISSN 0261-3077. https://www.theguardian.com/technology/2023/oct/20/rishi-sunak-global-ai-safety-summit-connor-leahy. 
  5. ↑ "Superintelligent AI: Transhumanism etc.". Financial Times. 2023-12-05. https://www.ft.com/content/8e6d370d-f78e-4889-be35-e263d248e370. 
  6. ↑ Werner, John. "Can We Handle Ubertechnology? Yann LeCun And Others On Controlling AI" (in en). https://www.forbes.com/sites/johnwerner/2024/02/26/can-we-handle-ubertechnology-yann-lecun-and-others-on-controlling-ai/. 
  7. ↑ "Artificial Intelligence expert warns against 'god-like AI'". CNN. May 2, 2023. https://www.cnn.com/videos/world/2023/05/02/exp-artificial-intelligence-extinction-intw-fst-050201pseg1-cnni-world.cnn. 
  8. ↑ "Evidence - ETHI (45-1) - No. 20 - House of Commons of Canada" (in en). https://www.ourcommons.ca/documentviewer/en/45-1/ETHI/meeting-20/evidence. 
  9. ↑ Stacey, Kiran; Milmo, Dan (2023-10-20). "Sunak’s global AI safety summit risks achieving very little, warns tech boss" (in en-GB). The Guardian. ISSN 0261-3077. https://www.theguardian.com/technology/2023/oct/20/rishi-sunak-global-ai-safety-summit-connor-leahy. 
  10. ↑ "'We are super, super fucked': Meet the man trying to stop an AI apocalypse". https://sifted.eu/articles/connor-leahy-ai-alignment/. 
  11. ↑ "About" (in en-GB). https://www.eleuther.ai/about. 
  12. ↑ Leahy, Connor; Hallahan, Eric; Gao, Leo; Biderman, Stella (2021-07-07). "What A Long, Strange Trip It's Been: EleutherAI One Year Retrospective" (in en). https://blog.eleuther.ai/year-one/. 
  13. ↑ Gao, Leo; Biderman, Stella; Black, Sid; Golding, Laurence; Hoppe, Travis; Foster, Charles; Phang, Jason; He, Horace et al. (2020-12-31), The Pile: An 800GB Dataset of Diverse Text for Language Modeling, arXiv, doi:10.48550/arXiv.2101.00027, arXiv:2101.00027, http://arxiv.org/abs/2101.00027, retrieved 2026-05-17 
  14. ↑ Black, Sid; Leo, Gao; Wang, Phil; Leahy, Connor; Biderman, Stella. "GPT-Neo: Large Scale Autoregressive Language Modeling with Mesh-Tensorflow" (in en). Zenodo. doi:10.5281/zenodo.5297715. https://zenodo.org/records/5297715. 
  15. ↑ "GPT-J" (in en-GB). https://www.eleuther.ai/artifacts/gpt-j. 
  16. ↑ "EleutherAI Open-Sources Six Billion Parameter GPT-3 Clone GPT-J" (in en). https://www.infoq.com/news/2021/07/eleutherai-gpt-j/. 
  17. ↑ Black, Sid; Biderman, Stella; Hallahan, Eric; Anthony, Quentin; Gao, Leo; Golding, Laurence; He, Horace; Leahy, Connor et al. (2022-04-14). "GPT-NeoX-20B: An Open-Source Autoregressive Language Model" (in en). https://arxiv.org/abs/2204.06745v1. 
  18. ↑ Wiggers, Kyle (June 9, 2021). "EleutherAI claims new NLP model approaches GPT-3-level performance". VentureBeat. https://venturebeat.com/business/eleutherai-claims-new-nlp-model-approaches-gpt-3-level-performance. 
  19. ↑ Leahy, Connor (April 8, 2022). "We Are Conjecture, A New Alignment Research Startup". https://www.lesswrong.com/posts/jfq2BH5kfQqu2vYv3/we-are-conjecture-a-new-alignment-research-startup. 
  20. ↑ Perrigo, Billy. "Researcher: To Stop AI Killing Us, First Regulate Deepfakes" (in en). TIME. https://time.com/6564434/connor-leahy-ai-risk-deepfakes/. 
  21. ↑ Perrigo, Billy (2023-02-17). "Bing's AI Is Threatening Users. That's No Laughing Matter" (in en). TIME. https://time.com/6256529/bing-openai-chatgpt-danger-alignment/. Retrieved 2024-07-20. 
  22. ↑ Evans, Greg (2023-03-29). "Elon Musk & Steve Wozniak Sign Open Letter Calling For Moratorium On Some Advanced A.I. Systems" (in en-US). https://deadline.com/2023/03/elon-musk-steve-wozniak-open-letter-moratorium-advanced-ai-systems-1235312590/. 
  23. ↑ "Pause Giant AI Experiments: An Open Letter" (in en-US). https://futureoflife.org/open-letter/pause-giant-ai-experiments/. 
  24. ↑ "Statement on AI Risk" (in en). https://aistatement.com/. 
  25. ↑ Roose, Kevin (2023-05-30). "A.I. Poses ‘Risk of Extinction,’ Industry Leaders Warn" (in en-US). The New York Times. ISSN 0362-4331. https://www.nytimes.com/2023/05/30/technology/ai-threat-warning.html. 
  26. ↑ Leahy, Connor. "Conjecture: A Retrospective" (in en). https://www.ettf.land/p/conjecture-a-retrospective. 
  27. ↑ "About Us" (in en). ControlAI. https://controlai.com/about. 



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