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Turing Award winner Richard Sutton launches Oak Lab for self-learning AI

By PulseAugur Editorial · [3 sources] ·

Richard Sutton, a recipient of the Turing Award and a key figure in reinforcement learning, has established a new company named Oak Lab. Based in Toronto, Oak Lab aims to develop AI agents capable of continuous, self-directed learning from their surroundings. Sutton has expressed criticism of current deep learning methods, deeming them inefficient and advocating for a shift towards systems that learn in real-time with minimal energy consumption. AI

IMPACT Establishes a new venture focused on developing AI agents with continuous self-learning capabilities, potentially shifting focus from current deep learning paradigms.

RANK_REASON Founding of a new AI company by a prominent researcher in the field.

Read on r/singularity →

AI-generated summary · Google Gemini · from 3 sources. How we write summaries →

Turing Award winner Richard Sutton launches Oak Lab for self-learning AI

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0 / 100
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Newsworthiness bucket
Significant
Founding of a new AI company by a prominent researcher in the field.
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3 independent sources
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Topics
model release, other
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75 days old
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COVERAGE [3]

  1. The Decoder TIER_1 English(EN) · Matthias Bastian ·

    Turing Award winner Rich Sutton founds Oak Lab to build AI agents that learn on their own

    <p><img alt="" class="attachment-full size-full wp-post-image" height="1152" src="https://the-decoder.com/wp-content/uploads/2026/07/oak_lab_logo.png" style="height: auto; margin-bottom: 10px;" width="2048" /></p> <p> Richard Sutton, 2024 Turing Award winner and co-founder of mod…

  2. Mastodon — mastodon.social TIER_1 Polski(PL) · aisight ·

    Richard Sutton, a legend in reinforcement learning and Turing Award laureate, founds Oak Lab. The startup aims to break away from the imitation model in favor of learning systems.

    Richard Sutton, legenda reinforcement learningu i laureat Nagrody Turinga, zakłada Oak Lab. Startup ma zerwać z modelem imitacji na rzecz systemów uczących się w czasie rzeczywistym przy minimalnym zużyciu energii. # si # ai # sztucznainteligencja # wiadomości # informacje # tech…

    LINKS aisight.pl/…/rich-sutton-oak-lab-agenty-s…
  3. r/singularity TIER_2 English(EN) · /u/Mindrust ·

    Richard Sutton launches Oak Lab - "Our holy grail: A trillion-parameter agent that learns and plans in real-time with 20 watts of energy"

    <!-- SC_OFF --><div class="md"><p>Some background: Richard Sutton has been talking about a grand architecture for intelligence for the past year or two, which he's labeled &quot;OaK&quot;, short for &quot;Options and Knowledge&quot;. It's a proposed blueprint for AGI that relies …

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