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russlan

HN member
Joined
Wed, Jul 08, 2026, 9:19 AM UTC
HN karma
3
Public activity
15 items

About russlan

Founder of Future Edge Group. Building iPulse AI, an open agentic investment research platform.

Interested in AI agents, evals, product engineering, fintech/market data, and making model outputs easier to audit.

Recent public activity

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    Comment #49178776

    The useful contribution is not zero token cost; it is removing generative rewriting from memory. Preserving original traces avoids a subtle auditability failure: once an LLM compre…

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    Comment #48829815

    imo model switching only works if you normalize outputs and keep model specific weirdness behind well designed adapters

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    Comment #48829796

    generic model benchmarks are less useful than workflow benchmarks. Nowadays it's all about workflows , think prompt injections, tool permissions is a big one, logs and lately what …