AI & Machine Learning - Antoine Buteau (Page 14)

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Research Explainers Agentic AI Turns Work Into Delegation

OpenAI's Codex usage data suggests the agentic shift is less about better chat answers and more about delegating longer, reusable, parallel workflows.

Profile Lessons from Cecilia Ziniti

Lessons from Cecilia Ziniti Cecilia Ziniti is the founder and CEO of GC AI and a three time General Counsel for tech companies including Amazon Alexa...

Profile Lessons from Jonathan Ragan-Kelley

Lessons from Jonathan Ragan Kelley Jonathan Ragan Kelley is an MIT computer scientist who builds compilers and domain specific languages for high...

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Move sideways by problem area.

Profile Jun 11, 2026 9 min read

Lessons from Chris Olah

Lessons from Chris Olah Chris Olah is an AI researcher and Anthropic co founder who popularized mechanistic interpretability, the practice of reverse...

Profile Jun 05, 2026 8 min read

Lessons from Drew Breunig

Part 1: The Gods, Interns, and Cogs Framework 1. On the Taxonomy of AI: "AI use cases can be simplified into three distinct buckets: Gods, Interns, and...

Research Explainers Jun 01, 2026 6 min read

The Agent That Updates the Harness Is Not the Bottleneck

A new paper separates the model that improves an agent's harness from the model that has to use it. The result is a useful warning for agent builders: cheap models may write decent harness updates, but the task-solving agent still needs enough capability to load and follow them.

Research Explainers Jun 01, 2026 7 min read

Bigger Models Remember the Rare Stuff Long Enough to Learn It

A new scaling paper argues that larger models win partly because frequent tasks stop overwriting rare-task features.

Research Explainers May 31, 2026 16 min read

Situational Awareness Is the AI Acceleration Thesis in One Place

Leopold Aschenbrenner's Situational Awareness argues that AGI by 2027, rapid superintelligence, trillion-dollar clusters, lab security, and government mobilization all follow from the same trendlines.

Research Explainers May 31, 2026 7 min read

Pluralis Is a Bet That AI Needs a Protocol, Not Another Lab

An X Article on Pluralis argues that decentralized AI needs scalable training, defensible monetization, and governance for intelligence outside the big labs.

Research Explainers May 31, 2026 7 min read

Better Agent Interfaces Can Beat Better Agent Weights

Life-Harness argues that many agent failures come from the runtime interface, not the model. Fix the harness, and frozen models improve across tasks.

Research Explainers May 31, 2026 7 min read

OpenClaw Shows Why Agent Security Is a Product Problem

A new survey uses OpenClaw to argue that agent security is not a patch list. It is a product, architecture, ecosystem, and governance problem.

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