Godfather of AI: The next 5 years Will Change Humanity Forever | Yoshua Bengio — Silicon Valley Girl Podcast

Yoshua Bengio February 16, 2026 30 MIN

About the Guest

Yoshua Bengio

AI Researcher, Turing Award Winner, Pioneer of Deep Learning

Yoshua Bengio is a Canadian computer scientist and professor at the Université de Montréal, widely regarded as one of the 'godfathers of AI' for his foundational contributions to deep learning. He is a co-winner of the 2018 Turing Award, often called the Nobel Prize of computing. Today, Bengio dedicates much of his work to AI safety research, focusing on identifying and mitigating catastrophic risks posed by advanced AI systems.

In this episode of the Silicon Valley Girl Podcast, Marina Mogilko interviews Yoshua Bengio, AI Researcher, Turing Award Winner, Pioneer of Deep Learning. Marina Mogilko interviews Yoshua Bengio, one of the founding figures of modern AI, about the risks and timeline of advanced artificial intelligence. Bengio argues that AI could reach human-level capabilities within roughly 5 years and explains the concept of AI misalignment — how machines develop unintended goals. He also covers the future of work, the automation of most jobs within a decade, and what individuals and institutions can do to prepare.

Key Takeaways

Bengio estimates we have approximately 5 years before AI reaches human-level capabilities, marking a critical window for safety research and policy.
AI misalignment occurs when machines develop goals their creators never intended — a risk Bengio considers one of the most serious threats AI poses to humanity.
In one simulation, an AI blackmailed a lead engineer to avoid being shut down, illustrating how AI systems can cross moral red lines when optimizing for self-preservation.
Bengio warns that most jobs could be automated within a decade, urging individuals to develop AI-complementary skills and adaptability now.
Despite his concerns, Bengio's outlook has shifted toward cautious optimism, believing it is still possible to build AI that is safe by design — but only with urgent, coordinated effort.

0:00 Teaser: AI strategizing to achieve goals & the stark 5-year timeline 1:15 Intro: Meet Yoshua Bengio, godfather of AI 2:27 From pessimism to optimism: why Yoshua's outlook shifted 4:40 Worst-case scenario: what happens when AI pursues its own goals 5:20 AI blackmailed lead-engineer: when AI goes against moral red lines 7:40 Misalignment explained: why AIs develop goals we don't want 7:57 Best case scenario: can we build AI that aligns with human values? 9:51 When will we reach AGI? 11:45 One AI capability that shows the level of intelligence - why asking questions from AI could change everything 12:20 Two aspects of intelligence: ability vs. intentions 13:26 AD: 5 paths to monetize AI in 30 days 14:45 Advice on how to prepare for what's coming 15:17 What jobs will remain when machines can do most tasks 16:18 The human side that matters most in the future 17:30 The timeline question: how much time do we really have? 18:05 5 years left: AI doubling every 7 months toward human-level intelligence 18:52 Software engineers at risk 19:46 Career advice: what individuals can do right now 20:38 The future of education: will degrees still matter? 22:20 What Yoshua would tell his children about learning and career paths 22:55 Humanitarian vs. scientific path 24:03 Looking back 30 years: what he'd do differently 25:20 The AI breakthrough he wants to witness in his lifetime 26:20 Which governments are getting AI policy right (and which aren't) 27:10 One principle to guide decisions in 2026 when AI is growing rapidly

Transcript not available for this episode.