Publications and Records

Everything AITrailblazer publishes in long form, in one place: technical reports first, then the public records they rest on.

Technical reports

PAIEC-2026 competition technical report (filed October 2026). "Shrinkage, Peer Evidence, and Calibration for Benchmark Cold-Start Prediction: The AITrailblazer Entry to PAIEC-2026," by Konstantin Vassilev. Filed to the NeurIPS 2026 PAIEC workshop (Stanford AIMS); selected Codabench submission 1016554 in competition 17828, finished with a Brier ALC of 0.183081. Published here under the CC BY 4.0 license it was filed under: paiec-2026-report.pdf. The filing itself is on OpenReview: openreview.net/forum?id=Tcno4NY5YQ.
Filing Signal technical report (version 1.2, October 29, 2026). The full benchmark writeup: task design, answer-key construction, grading protocol, and measured results. The report is public at atlas7.app/filing-signal-report.pdf. The proposal of record is public at atlas7.app/filing-signal.

The Track Record. 32 calls published in DeltaSignal articles, graded correct against the outcome, each with its original post on X linked as proof, August 1, 2025 to October 13, 2026: atlas7.app/track-record, with one page per ticker at atlas7.app/tickers.
The Empty Unison. A public grading of machine-written crypto market summaries against the primary record, updated as new entries grade: atlas7.app/empty-unison.
Skills Record. A graded public record of AI agent skills under a frozen standard: atlas7.app/skills.
Filings. The DeltaSignal Decider record: graded SEC filings and the locked corpus: atlas7.app/filings.