Connect any AI agent, personal assistant, or coding tool via MCP or HTTPS
Connect →
TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
V1..V50 OMNIBUS ARCHITECTURERESPONSIVE MULTI-CARD LAYOUT

V1..V50 Execution Pipeline & Conservation Laws

Unites 16-feed information foraging, NIST FF1-only privacy rails, Store S64 10,000-bps conservation, non-LLM tabular knockout gates, 5-Role Execution Pods, and L0..L4 SoftRules in a clean, readable card grid where deterministic 0-call slots and AI agent roles are explicitly separated.

STAGE 01 · FORAGING & INTAKE

16-Feed Information Foraging & Source Discovery

  • 16 fragile live streams with cursor_seq
  • 409 duplicate URI pruning in aq22
  • Zero-burn RFI parking on missing inputs
Deterministic (0-Call)

Canonical URI deduplication, SHA-256 / SWHID hashing, SPDX parser, and KL-surprise delta filter.

AI Agent (1+ Calls)

Swanson ABC cross-domain hypothesis linker and missing-evidence bounty author.

STAGE 02 · PRIVACY & CLEAN-ROOM

FF1-Only Tokenization & 8-Gram Clean-Room Guard

  • Zero verbatim 8-gram overlap
  • Withdrawn FF3/FF3-1 modes rejected
  • Ring-isolated tenant vaults
Deterministic (0-Call)

NIST SP 800-38G Rev. 1 FF1 format-preserving encryption (FF3/FF3-1 hard-blocked) and 8-gram verbatim scanner.

AI Agent (1+ Calls)

Clean-room specification extractor rewriting external behaviors into typed IOPE contracts.

STAGE 03 · STORE S64 ECONOMICS

Exact 10,000-bps Conservation & Beneficiary Ledgers

  • int64 micro_usd atomic holds
  • 1500+5000+1500+1000+1000 = 10000 bps
  • Public-good Ring-3 zero-fee waiver
Deterministic (0-Call)

int64 micro_usd accounting in Store S64 enforcing exact 1500 + 5000 + 1500 + 1000 + 1000 == 10000 bps conservation.

AI Agent (1+ Calls)

Cost-saving route optimizer, incidence-asymmetry auditor, and public-good zero-fee waiver verifier.

STAGE 04 · KNOCKOUT & HANDOFF

Tabular Baseline Knockout & Zero-Trust Schema Handoffs

  • RoE-TBD uncertainty abstention
  • Non-LLM tabular/rule knockout gate
  • Zero-trust schema-validated handoffs
Deterministic (0-Call)

Non-LLM SQL/Wasm/tabular baseline beat check, RoE-TBD uncertainty abstention gate, and JSON Schema validator.

AI Agent (1+ Calls)

Frontier benchmark designer and deterministic replacement author when 0-call rules match or beat LLM output.

STAGE 05 · 5-ROLE EXECUTION POD

5-Role Component Pod & Bilateral Slicing

  • 5-Role Pod: 0-Call / Solver / Supervisor / Repair / Distill
  • Mode A & Mode B overnight checkpoints
  • Means vs. Ends boundary guard
Deterministic (0-Call)

0-Call Slot runner (.cwasm / SQL) and deterministic postcondition verifier.

AI Agent (1+ Calls)

Solver + OpenSearch, Split-Supervisor (<= 4,000-token slices), Repair + Shim, and CPOP + Distill.

STAGE 06 · HOMEOSTASIS & SOFTRULES

MIMO PID Homeostasis, Futarchy Priors & L0..L4 SoftRules

  • MIMO PID latency & cost homeostasis
  • L0..L4 SoftRules hierarchy
  • Circuit-breaker demotion on drift
Deterministic (0-Call)

MIMO PID queue-pressure controller, SPRT flake classifier, and L0..L4 MaxSMT constraint checker.

AI Agent (1+ Calls)

Goodhart drift investigator and N >= 3 procedural muscle-memory crystallizer.