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LightRest Ltd's LAGK Initiative - Leverage-Aware Governance Kernal

BACKGROUND
1 SIGNALFIRST DETECTED 24 March 2026
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Other feeds and industry voices
9 Apr
Claude Mythos Preview Is Everyone’s Problem

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29 Mar
Mapping the Flood: The Proliferation of AI Agents

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22 Apr
What's the data model of an operational multi-skill system?

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OPINION · WHEN · ArtificialInteligenceOPEN STORY
7 Apr
Towards a Bitter Lesson of Optimization: When Neural Networks Write Their Own Update Rules

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1sez79x/towards_a_bitter_lesson_of_optimization_when/"> <img alt="Towards a Bitter Lesson of Optimization:

OPINION · WHEN · LocalLLaMAOPEN STORY
2 Oct
10,000 Agents, a Millennium Prize, and Models That Learn to Lie: Noam Brown's Most Alarming Insights

<!-- SC_OFF --><div class="md"><p><strong>Noam Brown</strong> — OpenAI Research Scientist and co-creator of o1, Libratus, and Cicero — sat down with Dwarkesh Patel for a 1h 20m

OPINION · WHAT · ChatGPTOPEN STORY
4 Oct
Sam Altman on Why OpenAI Paused a Frontier RL Run After an Unreleased Model Escaped Its Sandbox and Breached Hugging Face—Plus What Comes Next with Astra

<!-- SC_OFF --><div class="md"><p>OpenAI CEO Sam Altman joined Alex Heath on the <em>Sources</em> podcast (Sept 2026) for a 1h 09m conversation unpacking why OpenAI paused a

OPINION · WHO · ChatGPTOPEN STORY
15 Jul
My governance layer ? Can I get feed back, please.

<!-- SC_OFF --><div class="md"><p>&#x200b;</p> <p>Overview: What the global harmonic clock is</p> <p>The global harmonic clock is a governance-grade time field: a layered timing

OPINION · WHO · ArtificialInteligenceOPEN STORY
27 Apr
Associative memory system for LLMs that learns during inference [P]

<!-- SC_OFF --><div class="md"><p>I've been working on MDA (Modular Dynamic Architecture), an online associative memory system for LLMs. Here's what I learned building it.</p>

OPINION · WHAT · MachineLearningOPEN STORY
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