Adaptive Institute

About Adaptive Institute

Proof over promises.

Adaptive Institute publishes its research, prototypes and working products together with their evidence: the code, the data and the record of who reviewed them. We certify people the same way, by verified work.

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Who is behind this

[Your Name]

Founder and lead researcher

Built the Methane 3D Satellite Tracker, which turns public Sentinel-5P readings into plumes anyone can trace back to the data.

Built the Cybersecurity intrusion-detection pipeline and the replayable test traffic it is evaluated on.

Designed the three-stage review protocol that every proof and certificate on this site goes through.

Publishes the code, data and review record for each of them.

Proof timeline

What has been built, in order

Each milestone links to its proof, where the evidence and reviews are.

  1. Whitepaper

    Why we publish proofs, not claims

    Founding note: publish the work, the data and the review record, and let readers check.

    AI-PRF-0001 →
  2. Whitepaper

    Certification by proof: the three-stage review protocol

    The rules every proof and certificate follows, published before the first certificate.

    AI-PRF-0005 →
  3. Working product

    Methane 3D Satellite Tracker

    Verified after three review stages; daily plumes from public satellite data.

    AI-PRF-0007 →
  4. Working product

    Cybersecurity

    Verified intrusion-detection pipeline with open rules and replayable test traffic.

    AI-PRF-0009 →
  5. Prototype

    AI for Police Department

    In community review; suggests a priority, an officer decides, every step is logged.

    AI-PRF-0012 →
  6. Prototype

    3D Office Agent

    In public review; completes routine tasks in a 3D office with a log for every run.

    AI-PRF-0014 →

How we work

Four rules we hold ourselves to

  1. 01

    Publish the evidence.

    Every claim links to the demo, code, data or paper that shows it. If there is no evidence yet, we say what was built and what it was tested on.

    See an evidence panel

  2. 02

    Review in three stages.

    Institute, then Community, then Public. A proof is Verified only after all three, and every review stays on the record.

    Open the Reviewer Hub

  3. 03

    Keep humans in the loop for sensitive AI.

    Where a system touches people, it suggests and a named person decides. We publish what data it uses, what it never sees, and its oversight.

    AI for Police Department

  4. 04

    Show failures too.

    Change requests, rejections and revocations are published like everything else. No proof has been rejected outright yet; one certificate has been revoked.

    Change requests in the ledgerThe revoked certificate

The review model

Why you can check the work instead of trusting us

A proof is marked Verified only when it has passed all three stages, in order.

  1. Institute

    Our editorial board checks it installs, runs, does what it claims on the stated data, and cites only public or permitted sources.

  2. Community

    Two or three assigned reviewers from the field test it against a published rubric and accept it or request changes in writing.

  3. Public

    Anyone can rerun it and comment for at least two weeks; an unanswered objection holds the verdict.

Capabilities

Domains and tools, each with its proof

No ratings. Follow the proof to judge the depth yourself.

Recognition

Press, talks, awards and partners

Nothing listed yet.

Entries appear here only when they are real and link to their source: an article, a recording, an award page or a signed partner.

Press
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Talks
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Awards
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Partners
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Engage

One next step for each of you

Hire

Work with the builder

See the shipped products, the code and the review record. Then talk about a role.

Book a call

Invest

Back what already works

Working products, published research and an open evidence ledger. Request the investor brief.

Request the brief

Collaborate

Build or review with us

Co-author a paper, pilot a product, or join the community reviewers.

Start a conversation