# Yoshua Bengio — AI Profile Source Note

Accessed: 2026-05-18

## Primary official sources

1. **Yoshua Bengio official website**
   - URL: https://yoshuabengio.org/en
   - Verified details visible on page:
     - Full Professor of Computer Science at Université de Montréal.
     - Co-President and Scientific Director of LawZero.
     - Founder and Scientific Advisor of Mila.
     - Canada CIFAR AI Chair.
     - 2018 A.M. Turing Award recipient.
     - Fellow of the Royal Society of London and Canada.
     - Officer of the Order of Canada.
     - Knight of the Legion of Honor of France.
     - Member of the UN Scientific Advisory Board.
     - Chair of the International AI Safety Report.
   - Public contact/social links visible on official site:
     - Media inquiries: medias[at]mila.quebec
     - Office contact: Cassidy MacNeil, cassidy.macneil[at]mila.quebec
     - LinkedIn: https://linkedin.com/in/yoshuabengio
     - X: https://x.com/Yoshua_Bengio
     - Bluesky: https://bsky.app/profile/yoshuabengio.bsky.social

2. **Mila directory profile**
   - URL: https://mila.quebec/en/directory/yoshua-bengio
   - Verified details visible on page:
     - Core Academic Member.
     - Canada CIFAR AI Chair.
     - Full Professor, Université de Montréal, Department of Computer Science and Operations Research.
     - Founder and Scientific Advisor, Mila leadership team.
     - Research topics include causality, computational neuroscience, deep learning, generative models, graph neural networks, machine-learning theory, medical machine learning, molecular modeling, NLP, probabilistic models, reasoning, recurrent neural networks, reinforcement learning, representation learning.
     - Bio says Bengio is known worldwide as a leading AI expert and for pioneering work in deep learning, earning the 2018 Turing Award with Geoffrey Hinton and Yann LeCun.
     - Bio notes he helped draft the Montréal Declaration for Responsible AI and continues to raise awareness about potentially catastrophic risks from future AI systems.
   - Google Scholar link from profile:
     - https://scholar.google.com/citations?user=kukA0LcAAAAJ&hl=en&oi=ao

3. **LawZero**
   - URL: https://lawzero.org/en
   - Related Bengio blog:
     - https://yoshuabengio.org/en/blog/introducing-lawzero
   - Official site says he launched LawZero as a non-profit AI safety research organization to prioritize safety over commercial imperatives.
   - LawZero scientist-AI source:
     - https://lawzero.org/en/unlisted/scientist-ai-safe-design-not-desiring

4. **International AI Safety Report**
   - URL: https://internationalaisafetyreport.org/
   - Bengio chairs the report per his official site.

## Diary of a CEO interview

1. **Main episode**
   - YouTube URL: https://www.youtube.com/watch?v=zQ1POHiR8m8
   - Title from yt-dlp metadata: *Godfather of AI: We Have 2 Years Before Everything Changes!*
   - Channel: The Diary Of A CEO
   - Upload date: 2025-12-18
   - Duration: 5,987 seconds (~99.8 minutes)
   - Local transcript pulled:
     - `research/ai/transcripts/yoshua-bengio-diary-of-a-ceo-2025-12-18.en.vtt`
     - `research/ai/transcripts/yoshua-bengio-diary-of-a-ceo-2025-12-18.txt`

2. **Clips-channel excerpt**
   - YouTube URL: https://www.youtube.com/watch?v=m4gQOzYUCOk
   - Title from yt-dlp metadata: *Godfather of AI WARNS: “You Won't Believe The Truth"*
   - Channel: The Diary Of A CEO Clips
   - Upload date: 2025-12-19
   - Duration: 1,257 seconds (~20.9 minutes)

3. **Podcast listing / transcript leads**
   - Apple Podcasts listing located in search results:
     - *Creator of AI: We Have 2 Years Before Everything Changes! These Jobs...*
   - Transcript/summary leads located:
     - Singjupost transcript page
     - Shortform Dec. 18, 2025 summary page
   - Use the YouTube episode and pulled transcript as the main local evidence trail, not search snippets.

## Core theories / public arguments to represent

- **Deep learning pioneer thesis:** Bengio is one of the three 2018 Turing Award recipients — with Geoffrey Hinton and Yann LeCun — credited for foundational work that made modern deep learning viable.
- **Representation learning:** Learning useful internal representations is central to intelligence; deep learning succeeds partly because it can discover features rather than depend entirely on hand-coded ones.
- **Causality and reasoning:** Bengio’s later research emphasizes causal understanding, systematic generalization, and reasoning beyond pattern-matching.
- **AI for scientific and social benefit:** Work includes medical machine learning, molecular modeling, language, and broad socially beneficial AI uses.
- **Responsible AI / Montréal Declaration:** Bengio helped draft the Montréal Declaration for responsible AI development.
- **Catastrophic-risk warning:** Bengio now publicly warns that increasingly capable systems may create severe societal and security risks if deployed without adequate governance and safety.
- **Scientist AI / LawZero:** Bengio’s current safety strategy emphasizes non-agentic or less-agentic systems designed to understand and explain the world without developing dangerous instrumental goals. His framing contrasts “Scientist AI” with highly autonomous agentic systems that may pursue goals, power, or self-preservation.
- **International governance:** He chairs the International AI Safety Report and pushes for evidence-based, international understanding of frontier AI risks.

## Managing Expectations framing

Bengio should be framed as a “godfather of AI” in the defensible sense: a 2018 Turing Award winner for deep learning and one of the best-known pioneers of the field. The page should not flatten him into simple doom messaging. He is valuable because his biography joins:

1. technical credibility from deep learning;
2. institutional credibility from Mila, CIFAR, UdeM, Turing Award, and international advisory work;
3. current public warning about frontier-AI governance and catastrophic risk;
4. constructive safety proposal through LawZero / Scientist AI.

Use cautious language: “argues,” “warns,” “proposes,” “chairs,” “is credited with,” and “official profiles state.” Do not present forecasts such as “two years” as settled fact.

## Public contacts and socials

Only public/professional contact routes should be listed:

- Official website: https://yoshuabengio.org/en
- Mila profile: https://mila.quebec/en/directory/yoshua-bengio
- LawZero: https://lawzero.org/en
- LinkedIn: https://linkedin.com/in/yoshuabengio
- X: https://x.com/Yoshua_Bengio
- Bluesky: https://bsky.app/profile/yoshuabengio.bsky.social
- Google Scholar: https://scholar.google.com/citations?user=kukA0LcAAAAJ&hl=en&oi=ao
- Media inquiries: medias[at]mila.quebec
- Office contact: Cassidy MacNeil, cassidy.macneil[at]mila.quebec

No private address, private phone, family details, or non-public contact information should be added.