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Silicon Psyche Labs

Behavioural telemetry for LLMs — measures drift, sycophancy and hallucination risk from the outside

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freemiumFree Forever tier for trying the platform and light personal use: 50 analyses/month, 5 sessions, all metrics and API access. The public browser tool needs no account at all. Business (higher volume limits, unlimited sessions, full API access, batch analysis) and Enterprise (unlimited analyses and sessions, full API access, priority support, for organisations with compliance needs) are both quoted on contact rather than published — the vendor states plans are tailored per customer.View full pricing →

Visit Silicon Psyche Labs

https://splabs.io

About Silicon Psyche Labs

Silicon Psyche Labs builds behavioural telemetry for language models — instrumentation that measures how a model's output behaves rather than what it says, and does it entirely from the outside with no access to weights, logits or training data. The premise is that most model failures do not announce themselves in the input; they show up as drift in posture, creeping sycophancy, or a rising hallucination risk that no single response makes obvious. The platform runs 13 behavioural classifiers covering 116 behavioural classes and 38 deterministic metrics across five languages, and maps 100 CPF indicators. For developers, integration is one API call made after your model returns its response, which comes back with deterministic behavioural scores; the company puts first report at about five minutes from signup. For trust and safety teams there is a second use case: detecting when a conversation itself turns risky — suicidality, dissociation, crisis states — and when the model is under adversarial pressure from prompt injection, jailbreaking or manipulation, with real-time alerting. The scoring is deliberately deterministic and rule-named rather than model-judged, which means an audit can reconstruct why a score came out the way it did. For compliance the retention model is the selling point: only posture sequences are stored, no raw text, so GDPR erasure is a single row. A free browser tool runs without an account for anyone who wants to test the classifiers before integrating.

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Key Features

13 behavioural classifiers, 116 behavioural classes and 38 deterministic metrics
Black-box measurement with no access to weights, logits or training data
Drift, sycophancy and hallucination-risk scoring on every response
Crisis and adversarial-attack detection with real-time alerts
Deterministic, named-rule scoring that is auditable after the fact
Posture-sequence-only retention with single-row GDPR erasure

Silicon Psyche Labs Pros & Cons

Pros

  • +Deterministic named-rule scoring is auditable in a way LLM-judge scoring is not
  • +No-raw-text retention removes most of the privacy objection to output monitoring
  • +Free browser tool lets you test classifier quality before writing any code

⚠️ Cons

  • Business and Enterprise pricing is unpublished — every real deployment needs a sales conversation
  • 50 analyses/month on free is only enough to evaluate, not to run
  • Behavioural scoring is a young category with few external benchmarks to check it against

Tags

llm-monitoringobservabilitytrust-and-safetyhallucination-detectioncomplianceapi
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