source-proven
Catalog membership
The six catalog entries are bound to exact public URLs and source identities.
sha256:7c93f83de610c8b95089a534cfa7bed6231db724f6bf3075d4b531d968b90bd3
PROBAGI / RESEARCH LIBRARY
Strange systems. Exact evidence.
Architecture maps, adversarial decision courts, scientific concepts, and technical deep dives—published as shareable pages without separating the story from what the evidence actually proves.
Read the ambitious claim. Inspect the boundary that keeps it honest.
01 / CURRENT REPORTS
Six ways to inspect the work.
Each report has its own stable URL and immutable version history.
Company guide
PX: Making Everything Around the Model Smarter
A plain-language guide to the graph, evidence receipts, token economics, cross-language tracing, and the complete 117-capability PX surface.
Read the report →Developer infrastructure
PX vs. the AI Coding Stack
Why agents need an evidence control plane beyond retrieval and execution—plus a fair comparison with Cursor, Copilot, JetBrains, Sourcegraph, CodeQL, and Semgrep.
Read the report →Architecture atlas
COUNCIL² V2
The ProvenChat intelligence fabric: pushed events, selective rooms, exact receipts, and optional deep reasoning.
Read the report →Decision court
Council Ultra Reasoning Harness
A decision-court explainer for structured depth, independent review, evidence envelopes, and compact verdicts.
Read the report →Comparative deep dive
Apple vs. CUDA Is the Wrong Question
Apple silicon, CUDA, hybrid inference, and twelve model-specific Metal architecture breakthroughs.
Read the report →Scientific concept
How PrismFox Changes DNA Research
An interactive proposal for cascade genomic search, functional similarity, and real-time sequence workflows—with unvalidated outcomes labeled explicitly.
Read the report →02 / PUBLICATION LAW
A public page is not a permission slip for overclaiming.
| State | What the reader may conclude |
|---|---|
| source-proven | The exact source contains the described architecture or argument. |
| court-proven | A named verification court passed for the scoped artifact. |
| unknown | The concept is published, but the claimed scientific or performance outcome lacks independent validation. |
| live | A current public readback proves the published page is reachable. |
PROOF / CLAIM STATES
The story keeps its evidence attached.
Every material claim stays inside the state its evidence actually supports.
held
Public reachability
This state advances only after Ghost publication and public readback.
probagi:research:live-readback
Source snapshot
generated:probagi-research-catalog · catalog-2026-07-28-v4 · 7c93f83de610c8b95089a534cfa7bed6231db724f6bf3075d4b531d968b90bd3
PROBAGI / EVIDENCE BEFORE EGO