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Sasha Lopashev edited this page Jul 20, 2026
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Beyond Human-Centric Programming (BHCP) is an experiment in making intent, authority, limits, and required evidence first-class program meaning. A person states what must be true and what may happen; machines remain free to discover an acceptable execution without silently weakening the contract.
BHCP is early but executable. The repository is not claiming a complete language, planner, runtime, or SDK.
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Implemented: a safe-Rust canonical-source slice; typed canonical AST and semantic IR; deterministic CBOR; SHA3-512 algorithm-tagged identities; CDDL validation; a minimal reducer kernel; self-hosted
all, homogeneous-outputany,none, typed causalchain, and unary typedgatewith complete algebra conformance; a contract-boundedbhcp verifyproject-registry path; a capability-bounded local verifier process runner; deterministic targeted evidence bundles; a fail-closed coding-agent experiment controller; monotonic layered policy with scoped, expiring, auditable waivers; the audited bounded presentation-profile layer; and the machine-checked practical-v0 completion contract and reference program from #99. - Measured: the Phase 2 audit classifies six pilots, four multi-seed attempts, and one registered-evidence forward run without retroactive promotion. The hardened registered results are valid negatives: 0/5 contextual-policy candidates and 0/1 in-session-evidence candidates accepted. The later preregistered studies also returned null results: positive registered-adapter use and acceptance were 0/12 in #92, while both prose and BHCP arms accepted 0/12 in #93; all 24 comparative claims were conservatively calibrated. These small, single-model studies support neither an advantage nor equivalence.
- Roadmap: Phases 1–4, the separate evidence-generalization milestone, and the fast required-CI milestone are reviewed, merged, and closed. #97 cut protected test feedback from 38:01 to about 5:06 without dropping a target. In the open v0 — End-to-end constrained execution milestone, the frozen completion contract #99 is reviewed and merged; parser slices #100, #101, #102, and graph identity #113 are now ready, while the other 31 open issues remain dependency-blocked through final certification #134. BHCP v0 remains incomplete until those implementations and their evidence are reviewed and merged.
- Purpose — the problem, intended users, success measures, and non-goals.
- Architecture and Approaches — the semantic pipeline and minimal trusted core.
- Development and Operations — the Rust toolchain, quality gates, and current operational limits.
- Roadmap and Agentic Workflow — live milestones, dependencies, claims, review, and merge rules.
- Decisions and Interesting Bits — concise decisions and experiment findings.
The repository remains the source of truth: README, vision, normative semantics, CDDL bundle, and conformance catalog.