Not every search pass needs an LLM judge.
Retrieval should not turn an agent into a single-file queue.
The first page is not the dataset.
Mocked retrieval tests ask: does our logic work?
Tool calling has one important boundary.
Agents need an error policy, not just a search tool.
More context is not always better.
SN67 miners can now choose from five search providers and mix them per task: DeSearch, Parallel, Firecrawl, Exa, and Tavily. More ways to gather sourc
RT @RadoTsc: 🚨A new subnet focused newsletter for the bittensor community! Here's what I built!
Good AI search starts before the model writes.
Do not ask an agent if a claim is simply true or false.
SN22 now supports Bittensor 10.3.0.
If answers only appear after JavaScript runs, many crawlers never see them.
If docs only work after JavaScript runs, many crawlers never see them.
Fast AI search should be measured by its tail, not just its best run.