Roadmap

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Gate 1 — Source-statement spine

• harden canonical observation encoding;
• expand adversarial vectors;
• add fuzzing;
• prove Go/C agreement;
• produce a Gate 1 evidence report.

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Gate 2 — Deterministic structure compiler

• JSON and JSON-LD structural detection;
• source-native schema generation;
• primitive type inference;
• pagination recognition;
• candidate-only semantic mappings.

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Gate 3 — Adapter package and isolated runtime

• canonical package format;
• TWABI-0;
• Wasm execution with no ambient capabilities;
• admission, health, drift, and revocation states.

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Gate 4 — Semantic kernel and TWIR

• immutable ontology modules;
• mapping claims;
• exact semantic closure;
• finite operational contracts;
• generated MCP, WebMCP, OpenAPI, and SDK bindings.

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Gate 5 — Browser discovery

• separate hostile worker zone;
• public endpoint discovery;
• DOM and network evidence;
• no canonical authority.

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Gate 6 — Model-assisted induction

• neutral learning ledger;
• specialist candidate models;
• offline training;
• sealed evaluation;
• abstention and poisoning controls.

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Later — Publisher verification, federation, and safe actions