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Live web searchChecking…T-Search protocol · live web results

Search returns real titles, URLs and result snippets. Full pages are not fetched.

Live web sources · t-tech/T-SearchSingle-strategy build · T-Search protocol only
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T-SearchROUND-BASED

T-Search · native round protocol

Ready
Rounds—
Searches—
Sources—
Ranked—
Context peak—
Flags—
Total time—
LLM wait—
Search wait—

Measured during a live run

ReasonActObserve

Ready for a real web search

Enter a question and run T-Search. Retrieved results and model actions will appear here.

Live results · snippets only
Lexical diversity—

no searches yet

Marks are query pairs scored by word-set Jaccard, darker where several pairs land on the same value; their mean is the score. Pairs left of the dashed line count as near-duplicates for the harness. Lowercased overlap only — no stemming, no semantics.

Memory contribution—

no evidence kept yet

Each source is dated by the round that first showed it, so one that resurfaces later still counts as found earlier.

Findings chain

no question to compare against

Highlighted words are names the model carried into a query from a page an earlier search had already returned. The line under each query names that page.

Final answer

Run a search to get an answer with citations.

Context growth—

no context measurement in this archive

Timing totals include retrieval and final answer generation; action timestamps follow the replay. Search wait includes cache hits. Red annotations reference the original workbook columns. Open Failure modes for definitions and matching steps.