Adaptive Institute · The Evidence Lab
We publish our research, prototypes and working products in the open, each with its evidence and its review record. We certify people the same way: by verified work, not attendance.
Every proof carries an ID, a version, a date and its review stage.
Featured products
Each product links to its demo, its paper, its data and the record of who reviewed it. The title is the link.
A 3D globe of satellite methane readings that you can scrub by date and filter by emission source.
Live demo · public satellite data · open methodology
An intrusion-detection pipeline that ingests network flow logs, flags scans and anomalies, and queues each alert for an analyst with its context attached.
Open rules · replayable test traffic · public review
An agent that works inside a 3D model of an office: it reads the floor plan, walks to desks and rooms, and completes routine tasks you can watch step by step.
Playable demo · task log for every run
Helps dispatchers sort incoming reports and see workload by district. It suggests a priority; an officer makes and signs every decision, and each step is logged. It uses report text and call metadata only: no facial recognition, no prediction about individuals.
Model card · data sheet · oversight policy published
Webinars
Each session walks through one proof: what was built, how it was tested, and what reviewers asked to change. Recordings stay up.
Coming up 2
A walkthrough of one flagged plume in the Methane 3D Satellite Tracker, from the raw Sentinel-5P readings to the filters it passed, and where the method can be wrong.
D. Santoso, Earth Observation Lab
We follow one course project from submission to certificate: what the Institute checks, how community reviewers score the rubric, and what public review adds.
Editorial Board, Institute · Y. Hakim, Community reviewer
Past sessions 3
Y. Hakim, Security Lab · B. Siregar, Security Lab
R. Pratama, Public Safety Lab
F. Nugroho, Agents Lab
Research
Every paper is versioned and goes through the same three-stage review as our products. Read the draft, then read the reviews.
No papers published yet.
The first whitepapers and papers appear here, with their review record, as soon as they are published.
Certification
Earned by proof, not attendance. Submit a working project; it is reviewed by the institute, the community and the public.
Start with the free lecture notes, or take a premium course with a project brief and mentor feedback.
Build something that works: a pipeline, a model, a product. The brief says what it has to do and how it will be tested.
Submit the code, a demo and a short write-up. Your submission gets a proof ID and goes on the public ledger.
AI-PRF-0042 · v1.0.0
The Institute checks it works. The Community tests it. The Public can see it and comment before it is accepted.
Your certificate says what you proved and links to the proof and its review record. Anyone can verify it by ID.
VerifiedLearn
The notes are open to everyone. The courses add a project brief, mentor feedback and the three-stage review.
Free, open
Course + certification
Not certified if your proof does not pass review. You keep the course.
Newsletter
Monthly. New proofs, review results, and course openings. No spam.