Unverified50% confidenceSolutionExact time
The Holdfast page first instantly shows the built-in rule answer, then replaces it once Gemma has written the explanation, in order to mask model latency.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSECOND STRIKE's lockstep mode ensures that slow reasoning models are not penalized for thinking, and the clock waits for each turn to complete.60% similarUnverifiedIn Holdfast the model never decides where a message goes; retries, shelving, deduplication and resending are all implemented in Go code with test coverage.59% similarUnverifiedThree mechanisms help the small model learn to stop: a progress check after four consecutive rounds with no new findings, a goal check every eight rounds, and confirming whether content has been recorded before leaving a page.57% similarUnverifiedIn the traditional synchronous call model, the entire inference pipeline is suspended while waiting for an external tool call, and the total latency of multiple calls is the sum of all individual wait times.57% similarUnverifiedIf the full working details of a completed node remain in the context fed to the next step, they continuously compete with the current step being processed for the model's attention55% similar
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