open-standards/jouleclaw
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Filename Latest commit message Latest commit date
Transaction Science bc658ab98b jouleclaw-transparency-log: the consistency proof proved nothing
`build_consistency_path` returned `vec![old_root, new_root]` — the two values
the operator was already asserting — and `verify` checked that
`audit_path[0] == old_root` and `audit_path.last() == new_root`. That compares a
claim to itself. A log operator serving a split view, two histories sharing no
prefix, produced a "proof" that verified, which is precisely the attack a
consistency proof exists to catch. The verifier's own comment also claimed it
checked that "adjacent pairs hash correctly"; it never did. The in-code note
said a full RFC 6962 §2.1.2 path "is provable as well" — it is, so it is now
what ships.

`subproof` implements §2.1.2 `SUBPROOF(m, D[n], b)` and `verify` implements the
§2.1.3 walk, rebuilding *both* roots from the subtree hashes and comparing. The
old root is recomputed, not re-read, which is the whole difference. Neither root
travels in the path any more, so the forged shape is structurally refused.
The existing `MerkleTree` already used correct RFC 6962 conventions — `0x00`
leaf and `0x01` node prefixes, `largest_power_of_two_lt` splits — and the
inclusion proof was already real, so the proof composes with them unchanged;
all 17 pre-existing tests pass untouched.

Three new tests, each one the old code could not have passed:

  - **The forged proof is refused.** A hand-built `[old_root, new_root]` path,
    containing no evidence at all, used to verify; it now errors, while the
    honest proof for the same transition still verifies.
  - **A fork is refused as an extension.** An operator publishes a 3-leaf tree,
    then shows an auditor a 5-leaf tree built over a *different* third leaf.
    Every hash in that proof is real — only the relationship is a lie. It is
    rejected against the published root and accepted against its own, so the
    refusal is about the relationship and not a broken prover.
  - **Every shape.** All 153 `(m, n)` pairs with 1 ≤ m ≤ n ≤ 17 round-trip:
    perfect trees, unbalanced ones, and `m == n`. Each proof is additionally
    checked *not* to verify against the neighbouring old root, so a proof binds
    one transition rather than a range.

The `audit_path` doc comment said verification "recomputes from the proof's
referenced subtrees", which was aspirational; it is now true, and says which
hashes are in there and that neither root is.

Note this crate still has **zero consumers** — three grep hits, all its own
files — so no JCP decision can yet be given an inclusion proof. That is the
next piece, and it was worth fixing the proof before wiring anything to it.

Third of the "sealed by name / verified not at all" family from the 2026-10-04
sweep: 845e6cc8 (AP2 mandate authority), aa74283e (policy digest), this.

Co-Authored-By: Claude Opus 5 <[email protected]>
2026-10-05 07:22:12 -04:00
..
conformance/v1 jouleclaw SPEC.md: normative §§8-12 for waves 12-21 2026-06-02 10:42:25 -04:00
jouleclaw-rs jouleclaw-transparency-log: the consistency proof proved nothing 2026-10-05 07:22:12 -04:00
scales compliance: publish the EU draft PUE bands as a sourced data pack, not as code 2026-09-06 06:24:25 -04:00
vocab jouleclaw: wave-24 — contract + handoff + mission + value report 2026-06-03 02:35:34 -04:00
LICENSE jouleclaw: standard skeleton + Phase 1 foundation crates 2026-05-26 09:55:11 -04:00
README.md family: wire JouleClaw, Sandbox, and Joule Code as JCP consumers 2026-06-10 11:19:00 -04:00
ROADMAP.md docs: strip vanity metrics from README + ROADMAP 2026-06-02 07:30:50 -04:00
SPEC.md jouleclaw-energy: a live IOReport reading is a hardware reading, and only a live one 2026-09-30 20:17:13 -04:00

JouleClaw — Energy-Optimized AI Runtime

The substrate for AI that costs Joules, not tokens.

Capability per Joule, not capability per parameter.

What JouleClaw is

JouleClaw is a pure-Rust, omni-modal AI runtime + harness + agentic layer governed by Transaction Science as an open standard (5th in the open-standards quartet, alongside OpenPay, Smart Byte, EOC, and WAI).

Every operation JouleClaw performs walks an explicit energy-tiered cascade, top to bottom, stopping at the first stage that closes the query:

Tier Name Cost class What runs here
L0 Cache picojoules Content-addressed cache hits
L1 Lawful nanojoules Deterministic, pre-compiled primitive (text/code only)
L2 Embed sub-millijoules Matryoshka embeddings + nearest-neighbor + hybrid search
L3 Model joules Local SSM / ternary / multimodal / diffusion / etc.
L4 Wire tens of joules Remote frontier RPC (escape hatch only)

L1 (Lawful) is only meaningful for text and code modalities. For image, audio, video and 3D generation, the cascade collapses to L0 / L2 / L3 / L4 — the energy savings come from caching plus dispatch to the cheapest model that meets the quality bar.

Why JouleClaw exists

The mainstream "agentic AI" ecosystem treats inference as the entry point. Every state shift, every tool call, every routing decision runs through a 70-billion-parameter stochastic engine, burning kilojoules to do work that deterministic compute or a hot cache could resolve for microjoules.

JouleClaw inverts the default. Inference is the last resort, not the first. Frozen model weights are less trustworthy than current world state; fresh, provenance-stamped retrieval beats synthesis from training cuts. Every operation is metered in microjoules where the hardware permits it, and in millijoules where it doesn't — the spec is honest about the floor on every platform.

The thermodynamic circuit breaker is the safety mechanism. Set an energy budget; when measured consumption exceeds the budget, the breaker trips and the operation halts. Hallucination loops cannot survive an honest joule ledger.

What's here

Path Contents
SPEC.md JouleClaw v1 spec — cascade tiers, energy contract, receipt
CHARTER.md Stewardship pattern (shared across open-standards)
jouleclaw-rs/ Apache-2.0 Rust reference implementation
spec/ Tier specifications, energy provenance, receipt format
conformance/v1/ Signed wire vectors for cross-implementation verification

Reference implementation

jouleclaw-rs/ is the Apache-2.0 reference implementation in Rust. It runs on Apple Silicon (M3/M4/M5 with UMA + Metal 4 Tensor APIs), AMD Strix Halo / Ryzen AI Max, Intel Lunar Lake, NVIDIA Jetson, and discrete NVIDIA / AMD GPUs.

It is omni-modal: text, code, vision, audio, video, image diffusion, 3D Gaussian splatting, and cross-modal fusion all dispatch through the same energy-tiered cascade.

The MCP tool surface is a JCP consumer: jouleclaw-jcp wraps any jouleclaw-mcp metered tool so every dispatch is decided by the JCP runtime against a signed, metered Grant before a byte reaches the tool — the tool's identity is the content-addressed resource, the call's energy estimate is debited from the grant's joule budget, and every decision (allow and deny alike) seals as a JCR-1 receipt. An injected instruction can name an ungranted tool; it cannot make the gate dispatch it.

Status

v0.1.0 reference implementation in active development. The spec is draft status. Cross-implementation conformance vectors will land with v1.0.0.

License