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TENXARENA

TENX / AI CAPABILITY LABORATORY

Capability is a tested work system, not a model name.

Model, provider, sources, tools, memory and authority form one versioned configuration. A model must earn permission for each workload.

Back to release boundaries

Current release boundary

Not activated

This page describes the engineering laboratory. It is not live spending telemetry or an operational AI assessment. No model has been qualified by this release.

The existing controlled missions remain scripted. Public real applicants, hiring verdicts and advanced scoring stay disabled.

The operator-only status endpoint requires the existing administrator credential. This public page neither reads nor accepts credentials.

Dated model screening

anthropic/claude-sonnet-5

Amazon Bedrock · amazon-bedrock/global

Untested

Observed 2026-09-08. Endpoint price snapshot: $2 / $10 per million input / output tokens.

These are vendor metadata, not measured TENX quality, latency, availability or spend.

google/gemini-3.8-flash

Google · google-vertex/global

Untested

Observed 2026-09-08. Endpoint price snapshot: $0.75 / $3.75 per million input / output tokens.

These are vendor metadata, not measured TENX quality, latency, availability or spend.

qwen/qwen3.8-flash

Alibaba · alibaba

Privacy screen refused

Observed 2026-09-08. Endpoint price snapshot: $0.15 / $0.47 per million input / output tokens.

These are vendor metadata, not measured TENX quality, latency, availability or spend.

Twelve independent workload gates

36 development probes, 36 qualification probes and 36 separate final-holdout probes. These small analytic tasks do not represent the full diversity of enterprise work. Final holdout has not been executed.

role design

human accountability · little or no ai allowed · review burden · uncertainty

Independent review required

occupational synthesis

evidence not employer fact · source fidelity · transfer assumptions · unknowns

Independent review required

scenario authoring

feasible authority · multiple solution paths · no hidden answer · draft only

Independent review required

scenario qa

numeric reconciliation · constraint conflict · solvability · publication refusal

Independent review required

simulated stakeholder

limited knowledge · role consistency · no invented approval · ordinary disagreement

Independent review required

candidate collaborator

visible information only · source fidelity · verification · no authority escalation

Independent review required

skeptical reviewer

error detection · false alarm control · bounded review · no ranking

Independent review required

source grounding

exact citations · no invented sources · conflict preservation · abstention

Independent review required

artifact critique

current revision · constraint check · specific correction · no inferred cognition

Independent review required

evidence extraction

event fidelity · missingness · observation not inference · no scores

Independent review required

evidence summary

balanced coverage · contradiction preservation · provenance · no verdict

Independent review required

structured transform

schema · numeric fidelity · units · no extra fields

Independent review required

What the laboratory enforces

  • Exact dated model and provider request, no fallback, no private reasoning storage.
  • Explicit current-revision sharing before an actor receives a document.
  • Bounded read-only tools; model proposals never grant approval or database authority.
  • Durable operator-local reservation before dispatch, a $2 maximum laboratory budget, and no automatic retry of an ambiguous call.
  • Seeded draft instances, hidden research fault receipts and observable-event measures with missing-data definitions.

A local laboratory journal is not a production database adapter. Production AI dispatch remains closed until its durable budget, canonical release and qualification gates are verified.