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Sachin Malhotra beside the words Bound the Agent Blast Radius
AI Engineer19:53

How to Bound AI Agent Blast Radius

Sachin Malhotra argues that production AI agents need bounded operational budgets, infrastructure-enforced identity and human escalation for actions whose failures are silent or irreversible.

Portrait of Bijan Bowen beside the words Q8 Builds Better Games
Bijan Bowen31:40

Ornith 1.5 35B Q4 vs Q8

Bijan Bowen finds Ornith 1.5 35B surprisingly capable for a model with three billion active parameters, with Q8 usually improving complex games and quality assurance while Q4 remains more practical and sometimes matches it.

Jeffrey Ng beside the words Context Beats Access
AI Engineer13:22

Why AI Agents Need a Context Engine

Jeffrey Ng argues that production AI agents need a permission-aware context engine that reconciles organizational knowledge before they can act reliably without constant human correction.

Words AI Tests New Biology beside a simplified folded protein ribbon
AI Copium18:13

AI Protein Design and Cancer Vaccine Evidence

AI Copium finds credible evidence that Claude can help design experimentally validated protein binders, while the video's claimed AI role in a successful melanoma-vaccine trial remains unproven by the evidence it presents.

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