Adaptive Institute
The Proof LogNo. 007 ·

Two products verified, and a certificate revoked

ProductsResearchCourses

Three things happened in September that we want on the record: two products finished public review, one certificate was revoked after a public reviewer found a flaw, and the November cohorts opened. Everything below links to its evidence.

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New proofs

Working productVerified

Methane 3D Satellite Tracker

Passed public review. v2.1.0 marks two Java coast plumes as threshold-sensitive and puts the attribution caveat beside every plume.

AI-PRF-0007v2.1.02026-09-28
Working productVerified

Cybersecurity

The intrusion-detection pipeline is Verified. Rules, thresholds and the replayable test traffic are public; anyone can rerun the evaluation.

AI-PRF-0009v1.4.22026-09-30

Review results

  1. AI-PRF-0012Community review

    AI for Police Department

    Moved to community review. Reviewers are reading the oversight policy and the model card.

  2. AI-PRF-0014Public review

    3D Office Agent

    Opened for public review. Every run log is published; rerun any task and comment.

  3. AI-PRF-0010Institute review

    Spatial grounding for office agents in 3D floor plans

    Submitted for Institute review, v0.3.1.

From the lab

A certificate was revoked

AI-CRT-0002 was revoked on 2026-09-09 after a public reviewer showed test documents had leaked into training. The record stays public, with the reason. This is the system working, and we would rather show it than hide it.

Background is now a median

A community reviewer asked us to replace the mean background in the methane flagging step with a median. It removed most of the false plumes near large sources. The change and the review that asked for it are in the changelog.

Open calls

  • Course · 2026-11-03

    Applied Cybersecurity Engineering, November cohort

    Ten weeks, ending in a working intrusion-detection pipeline reviewed in public.

    See the course →
  • Reviewers · open now

    Community reviewers for agents and AI systems

    Pass the field check by reviewing two past proofs against the rubric.

    Become a reviewer →

Webinars

  1. Reading a methane plume: from overpass to evidence

    D. Santoso

    RegisterComing up

  2. How a proof is reviewed: one submission through three stages

    Editorial Board · Y. Hakim

    RegisterComing up

  3. Replaying attack traffic against your detection rules

    Y. Hakim · B. Siregar

    Watch the recordingPast session