Evidence ceiling E3Proof boundary

APEX Model & Research Status

A model exists. Its capability still has to be established.

APEX-0 is an executed local research lifecycle model. No general, industry, solution-building or frontier intelligence qualification is claimed.

APEX-0Research lifecycle tested
Qualified intelligence models0
APEX production admissionHOLD
Customer-liveNot established

Model lineage

Generations describe the program, not achieved intelligence.

RESEARCH

APEX-0

Trained, checkpointed, resumed, reloaded and used for local text generation. Lifecycle tests pass.

Capability qualification: NOT ESTABLISHED

NOT ESTABLISHED

APEX-1

No trained and qualified artifact is established for this generation.

Capability qualification: NOT ESTABLISHED

NOT ESTABLISHED

APEX-2

No trained and qualified artifact is established for this generation.

Capability qualification: NOT ESTABLISHED

NOT ESTABLISHED

APEX-3

No trained and qualified artifact is established for this generation.

Capability qualification: NOT ESTABLISHED

NOT ESTABLISHED

APEX-4

No trained and qualified artifact is established for this generation.

Capability qualification: NOT ESTABLISHED

NOT ESTABLISHED

APEX Frontier

No trained and qualified artifact is established for this generation.

Capability qualification: NOT ESTABLISHED

Measured result

Next-token loss is a lifecycle measurement.

Measure
NEXT_TOKEN_LOSS_ONLY
Cross entropy
1.916830
Perplexity
6.799369
Capability established
No

Seller-authored lifecycle corpus; next-token loss is not task capability or frontier qualification.

  1. 01Model exists
  2. 02Capability measured
  3. 03Baseline outperformed
  4. 04Result reproduced
  5. 05Research goal achieved

Only the research lifecycle and next-token measurement are established here. Baseline superiority, independent reproduction and frontier goals remain unestablished.

Implemented engineering

A controlled foundation for research.

TESTED

Model Foundry

APEX-0 training, signed checkpoints, local reload and inference execute.

This is lifecycle validation, not capable general or frontier intelligence.

Inspect this layer
TESTED

Improvement Governor

Rights, immutable plans, checkpoint and final-evaluation locks constrain local improvement.

Successful self-improvement and qualified release promotion are not established.

Inspect this layer
TESTED

Versioned Intelligence Registry

Artifact admission, byte integrity, rights and revocation checks execute.

A registered artifact is not automatically capable or production-qualified.

Inspect this layer
TESTED

Rollback Engine

Local checkpoint resume and committed-state restart/restore are exercised.

Protected global trust restore, distributed recovery and second-host portability remain open.

Inspect this layer
TESTED

Research Preregistration

Immutable plans, negative results and distinct replication references persist.

A replication reference does not self-award independent reproduction or a causal result.

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Active research

Research questions remain open.

TESTED

Contract Challenge

Bounded declared-predicate omission and challenge checks.

IMPLEMENTED

Active Evidence Acquisition

Rights-bound measurement requests; authoritative evidence remains external.

TESTED

Proof-Bound Permissions

Host-enforced authority, trust, scope and resource boundaries.

RESEARCH

Causal Outcome Modeling

A program objective with no qualified learned result or independent reproduction established.

RESEARCH

Verified Invention

A program objective with no qualified learned result or independent reproduction established.

RESEARCH

Federated Intelligence

A program objective with no qualified learned result or independent reproduction established.

RESEARCH

Cross-Domain Transfer

A program objective with no qualified learned result or independent reproduction established.

RESEARCH

Corrected-Outcome Learning

A program objective with no qualified learned result or independent reproduction established.

RESEARCH

Adaptive Research Allocation

A program objective with no qualified learned result or independent reproduction established.

RESEARCH

Capability Creation

A program objective with no qualified learned result or independent reproduction established.

RESEARCH

Governed Self-Improvement

A program objective with no qualified learned result or independent reproduction established.

External validation

Outside evidence must come from outside.

No qualifying buyer-authored result, independent implementation, independent evaluation or external witness was obtained. Seller evidence remains within E1–E3.

Inspect existing verification research

Long-horizon objectives

General, domain and solution intelligence are research goals.

Capable first-party models, retained learning, useful invention and cross-domain transfer require substantive data, predeclared evaluations and authorized review. No superintelligence or universal industry mastery is claimed.

Public knowledge index

Search Finality Group

Protected, owner-only and legacy content is excluded.