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#341 bounded an NVML cumulative-energy counter from below in jouleclaw-energy. The same plausibility check exists in three more meter crates, and each still judged the counter in one direction only. A counter that accrued a fraction of what its board drew still advanced, so the liveness rule called it live. It was then graded `HwShunt` and spent an energy ceiling it was not measuring. Under-reporting is the unsafe direction at a ceiling (jcp SPEC §5): it admits work the budget cannot cover. A counter running fast fails safe. sandbox-meter, eoc-meter and jcp-energy now carry `CounterUnderRate`, judged against the same board telemetry and with the same constants as #341: floor = (mean_usable_draw - 5 W) / 4 So a counter one meter declines, another does not admit. The slack comes off the draw before the division, so an idle board makes no finding. The verdict carries the floor and the draw it was taken from. In sandbox-meter, which judges several GPUs per run, an under-report outranks an over-report, and the larger shortfall speaks. sandbox-meter's NVML probe only builds on Linux, so its verdict-to-status mapping was tested only by CI's Linux legs. The mapping now lives in the shared `liveness` module (`gpu_counter_status`), which builds and is tested on every platform. SPEC changes: - jcp §5.1: the plausibility rule is now two-sided, with the floor allowing for the draw's imprecision and never firing near idle. - jouleclaw §1.3: no longer claims the reference implementation already falls back to the power integral on an unvalidated GPU. It falls back only where it can refute the counter, and the bound is wide: a counter 13.3 % low passes it and is graded `HwShunt` until something it shares no error with validates it. Tests: 7 new across the three crates. All 12 mutations of the new logic are killed. Co-Authored-By: Claude Opus 5.5 <[email protected]> |
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EOC — Energy-Optimized Compute
A free, always-available, energy-honest AI substrate. AI that costs joules, not tokens.
AI is not free yet. The internet is. EOC closes the gap: a substrate that resolves work at the lowest sufficient cost and refuses to spend unbounded energy chasing benchmark deltas. Every query flows through a four-stage pipeline — state-construct → retrieve → refine → check — and a large language model is one of six refine operators, ordered last. The Fourth Truth: refinement before generation. The substrate runs in a browser, runs on commodity CPUs, denominates everything in joules per task against an open evaluation corpus, and cannot be turned off because no one entity runs it.
The substrate is intentionally ownerless: no protocol-level token, permissive licensing, conformance test vectors and open eval corpora so any implementation can verify itself without a trust relationship with the authors. Transaction Science is one steward — it publishes the spec, ships a reference implementation, and operates commercial services around the substrate (managed nodes, certification, registry hosting) — not its proprietor.
Contents
spec/eoc1_spec.docx,spec/eoc1_v0_1_1_patch.docx,spec/eoc1_v0_2.docx,spec/eoc1_v0_2_addendum_A.docx— EOC-1: the substrate architecture (v0.1 tiers → v0.2 four-stage pipeline; Addendum A: non-goals — token economics)spec/eoc2_wire.docx— EOC-2: the wire protocol (capability exchange, gossip, signed envelopes)spec/eoc3.docx— EOC-3: artifact distribution (content-addressed fetch for models, state machines, corpora)spec/eoc4_dcy.docx— EOC-4: DCY (Deterministic Cypher — the query language for the knowledge-graph retrieve operator)spec/eoc5_registry.docx— EOC-5: the Operator Family Registry (stable identifiers + conformance tests)spec/eoc1_eval001*.docx,spec/eval001_worked_instances.docx,spec/eval002.docx— Eval-001 (schema-conformant generation proficiency standard) and Eval-002 (retrieval/provenance)spec/eoc_architecture.docx— the architecture working draftspec/tokens_concealment.docx— Tokens Are the Concealment (the rhetorical companion to Addendum A)os/THEOREM.md,os/Q1_W_DEFINITION.md— the energy-first OS theorem the substrate is designed to run on, and the resolution of its open question on defining "useful work" in joules-per-work
Status
EOC-1 at v0.2; EOC-2..5 and Eval-001/002 at working-draft 0.1; OS theorem at v0.2. The reference implementation referenced across the specs as "v0.3" is to be brought into this repository.
Licence
Specification text: CC-BY-4.0 (see LICENSE).
Reference implementation in eoc-rs/: Apache-2.0 (see eoc-rs/LICENSE).
Related
- Smart Byte (
../smart-byte/) — the value substrate; uses EOC's energy attribution. - TX Science AI (
ais.transaction.science) — the AI PaaS; its memoizing cascade is an instance of the EOC four-stage pipeline.