Current research status

Foundation v1.0 baseline โ€” frozen.

Foundation v1.0 records the completed and frozen research baseline: nine research milestones completed under controlled experimental conditions, each supported by signed evidence and reproducible artifacts. The current programme stage (S1+) covers ongoing scale engineering, IP protection and preparation for controlled external validation โ€” it is not complete.

Architecture validated
Runtime verification methodology
Autonomous artifact generation
Structural compounding model
Greenfield constructive validation
Cross-domain validation
Independent reimplementation package
Autonomous compositional generation
External-value artifact production
Current frontier

Scaling verified reuse beyond the completed depth-12 result while preserving exactness, deterministic recovery, evidence integrity and disciplined compute economics.

Current work is focused on exactness-preserving scale engineering, protected external-validation preparation and reduction of the remaining large-state verification cost. This work remains internal; no depth-13 production result or external replication is claimed.

Research timeline

A structured scientific programme.

  1. 01

    Foundation

    Frozen reference architecture, methodology and evidence baseline (v1.0).

  2. 02

    Structural Model

    Predictive model of the structural conditions under which verified capabilities compound.

  3. 03

    Cross-Domain Validation

    Forward-predicted compounding validated across multiple experimental substrates.

  4. 04

    Autonomous Generation

    Compositional generation from verified primitives, reducing reliance on manually authored candidates.

  5. 05

    Primitive Discovery

    Model-assisted proposal of new primitives, subject to runtime verification before adoption.

  6. 06

    Verification Laws

    Automatically generated invariants and gates that make new capabilities checkable at runtime.

  7. 07

    Reproduction Kits

    Sealed protocols and corpora so external researchers can reproduce or falsify each claim.

  8. 08

    External Discovery

    now

    Independently adoptable engineering artifacts, reviewed and merged by external maintainers of public infrastructure.

Falsification first

What is not yet proven.

The research roadmap is presented alongside its open questions. Every experiment publishes what has not yet been demonstrated.

Read falsification page โ†’