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Georgianailab (auto-discovered)

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15:02
2026-09-17
georgianailab.substack.com
large-language-models

Swap, Route or Own: Open-Weight Models

The Georgian AI Lab outlined a resource-efficiency framework for agentic development that treats model selection as an ongoing cycle of capability investment and cost optimization, arguing open-weight…

15:12
2026-09-10
georgianailab.substack.com
ai-agents

Agents Shouldn’t Run Your Whole Retrieval Stack

The Georgian AI Lab benchmarked six agentic search tool configurations and found that embedding re-ranking inside the search tool lifts evidence recall by roughly 27% versus the same tool without one,…

21:03
2026-09-08
georgianailab.substack.com
ai-agents

Relay: How We Built a Home for Agent-Created Work

Georgian, a private equity firm, has built Relay, an internal platform that lets AI agents publish Markdown and HTML artifacts to a secure, shareable home. The tool addresses the 'last mile' problem o…

14:58
2026-09-03
georgianailab.substack.com
machine-learning

Your Queries Can Reorder the Retrieval Leaderboard

A developer's investigation into retrieval leaderboards reveals that rankings are highly sensitive to query wording, meaning models topping benchmarks may not perform best on an application's own data…