Tag: llm
All the articles with the tag "llm".
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MeMo prompting, deconstructed: it's just self-routing
MeMo claims near-SOTA prompting via Munger's mental models. Strip the framing: what's left is one trick — ask the LLM to name its reasoning strategy first.
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Genetic programming, deconstructed: four of five assumptions are 1990s artifacts
Classical GP bundles five independent design choices behind one biology metaphor. Four of them are compute-era assumptions that don't survive contact with frontier LLMs. What's left is a different algorithm.
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Verifier-native search: the 2026 shape
LLM generation costs roughly 1000× more than verification. The serious program-search systems already exploit this. The agent-scaffold mainstream doesn't — and nobody yet compounds search traces into a domain-specific mutator.
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Cloud LLMs in Production: The Hidden Trust Boundary You’re Already Crossing
Infra teams quietly feed logs, configs, and schemas to cloud LLMs when troubleshooting — extending the trust boundary into a black box they don’t control.
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Software Development Opinions: LLMs, Agentic Tooling, and What Actually Changes
Opinionated notes on software development in the age of agentic tooling — where LLMs genuinely change how we work and where the hype outpaces the reality.