self improving systems

3 articles · 15 co-occurring · 0 contradictions · 0 briefs

Hermes 'writes its own skill files from experience'—this is intelligence compounding in practice. Requires memory of past context to generate improvements.

Related concepts

tool integration patterns 2 multi agent orchestration 2 workflow automation 1 token efficiency 1 state management 1 recursive agent loops 1 prompt optimization 1 model selection strategy 1 memory persistence across sessions 1 memory persistence 1 edge compute context strategy 1 context window management 1 context as variable 1 autonomous agent architecture 1 agent memory persistence 1

Evidence chain (3 articles, showing 3)

@victorialslocum: The AI agent space is chaos right now. example_of

Hermes 'writes its own skill files from experience'—this is intelligence compounding in practice. Requires memory of past context to generate improvements.

@mats_zip: Got Recursive Language Models working on Cloudflare Agents using Shell and R2. supports

GEPA optimization indicates active research into self-evolution mechanisms; context engineering prerequisite for such systems

@badlogicgames: banger supports

RLM (Reasoning Language Model) with 'self-modifiable harness state' suggests adaptive behavior, but mechanism is unexplained. High hype risk.

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