Viewing profile — russlan
russlan
HN member- Joined
- Wed, Jul 08, 2026, 9:19 AM UTC
- HN karma
- 3
- Public activity
- 15 items
- HN profile
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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 …