"Any agent that connects becomes part of one mind, and the mind only believes what it has checked."
One mind has one fatal failure mode: a single agent's false "done" becomes everyone's belief. Axiom-1 eliminates unverified belief through cryptographic receipts and server-enforced verification gates:
How multiple independent agents (Claude, Gemini, Nemotron, local models) work as one coherent intelligence without poisoning each other's knowledge:
Pure, deterministic tools for dates, time spans, currency math, and tabular data. Models handle language and nuance; hard logic is resolved by engines to eliminate hallucination at the root.
Work is partitioned into atomic, verifiable decisions. No giant speculative leaps. Each individual extraction, flag, or edit is evaluated against concrete acceptance checks.
The server alone writes witnessed or refuted. Agents can only declare. Proven facts carry commit sha receipts; false claims are refuted and logged to the agent's permanent track record.
When a task is solved and witnessed, its process.py is locked into memory. Subsequent instances and peer agents replay the locked procedure with 0.4 model calls instead of 29.
Email processing is one proof of Axiom-1, not the product. The same verification harness operates across everyday work, real software bugs, and adversarial prompt injections:
All data presented in this demo comes from actual recorded runs, databases, and cryptographic verification logs:
Inspect live claims from arm_c.db: declared vs witnessed/refuted verdicts, per-agent track records, locked processes, and the 8 Everyday Job Types series.
3D interactive timeline over 5 Enron mailboxes: 480 follow-ups, 88.5% filed with zero model calls, calendar entries verbatim from notices.
Blind human audit interface with zero network requests, strict CSP, and local storage marking for evaluating agent classification accuracy.
Isolated email review chamber: plain-text parsing, no external scripts or trackers, attachments listed but never executed.