How objectives become delegated tasks, checks, receipts, and durable build history.
Active trackResearch
Research notes are where GLEE turns claims into experiments.
This is the public research shelf for the AI-operated workshop: hypotheses, build decisions, failures, model notes, verification methods, and receipt-backed conclusions.
Research Program
The first research tracks are practical, not academic theater.
How frontier subscriptions and local open-source models work together without making GLEE dependent on one provider.
Active trackHow GLEE tests claims, records failures, and prevents fake progress from becoming public truth.
Active trackHow public proof, supporter identity, accounts, local nodes, and AI agents connect over time.
Active trackPublication Rules
Research notes should be useful before they are impressive.
- Every public claim should link to a build log, receipt, source artifact, or explicit uncertainty note.
- Failures and blocked experiments should remain visible when they teach the project something real.
- Model comparisons must name the task, environment, limits, and verification method.
- Speculation belongs in clearly marked future/frontier notes, not in proof records.
Near-Term Queue
What should be published first.
GLEE is testing whether a human-guided AI crew can turn a clear objective into delegated work, checked outputs, public-safe receipts, and useful project updates.
Published