BestHub
Sign in
Tagged articles

Richard Sutton

4 articles · Page 1 of 1
Machine Heart
Machine Heart
Jul 20, 2026 · Artificial Intelligence

Richard Sutton on Energy‑Efficient AI, Over‑Hyped Large Models, and Alignment

In a candid WAIC 2026 interview, reinforcement‑learning pioneer Richard Sutton discusses his new for‑profit Oak Lab, the quest for a 20‑watt trillion‑parameter model, his disappointment with recent AI trends, the notion of a “complete mind,” robot‑kindergarten experiments, and why he believes aligning AI to a single human value system is a dangerous illusion.

AI AlignmentAI safetyExperience Learning
0 likes · 12 min read
Richard Sutton on Energy‑Efficient AI, Over‑Hyped Large Models, and Alignment
21CTO
21CTO
Jul 15, 2026 · Artificial Intelligence

Richard Sutton, 68, Launches Oak Lab to Build Real‑Time Learning Trillion‑Parameter Agents

Veteran reinforcement‑learning pioneer Richard Sutton announces the creation of Oak Lab, outlining a new Options‑and‑Knowledge architecture that aims to produce autonomous agents capable of continual, real‑time learning, and critiquing the current large‑language‑model paradigm as a dead‑end for true AI.

Autonomous AgentsLarge Language ModelsOak Lab
0 likes · 11 min read
Richard Sutton, 68, Launches Oak Lab to Build Real‑Time Learning Trillion‑Parameter Agents
Machine Heart
Machine Heart
Jul 14, 2026 · Artificial Intelligence

Why RL Pioneer Richard Sutton Is Launching a Startup to Escape the Large‑Model Paradigm

At nearly 70, Turing‑award‑winning reinforcement‑learning pioneer Richard Sutton co‑founded Oak Lab to develop the OaK architecture, aiming for AI agents that learn continuously from experience, critiquing the static data reliance of current large language models and targeting low‑energy trillion‑parameter AGI.

AGIAIOaK architecture
0 likes · 6 min read
Why RL Pioneer Richard Sutton Is Launching a Startup to Escape the Large‑Model Paradigm