OpenInterpretability
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OpenInterpretability

Ekbasis: know what an action will do before your agent runs it. From an independent lab for AI-agent safety. Open weights, Apache-2.0: download it and run it yourself.

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© 2026 OpenInterpretability — Apache-2.0 for code, CC-BY 4.0 for docs.Built in public.
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Q4 2026 · Enterprise

Watchtower

Monitor LLMs in production. Feature-level observability for safety teams.

The Enterprise tier that sustains the entire OSS platform. Pipe your production LLM traffic, get real-time dashboards of which features fire, alerts when dangerous ones activate, immutable audit trails for compliance.

Tools

Feature Firehose API

Q4

Low-latency streaming API. Your LLM calls pass through; features emit on WebSocket. ClickHouse-backed dashboards. Pricing from $2/1M tokens.

Preview

Safety Watchlist

Q4

Deception, sycophancy, shutdown-resistance, jailbreak-fingerprint features monitored 24/7. Slack / PagerDuty alerts on trigger.

Preview

Audit Trail

Q4

Immutable logs of every feature activation. SOC2, EU AI Act, NIST-ready. "We prove we monitored interpretability continuously."

Preview

What it does

You pipe production LLM traffic through our SAEs. We emit per-token feature activations to your dashboard. Dangerous features trigger alerts. Everything logged immutably for SOC2 / EU AI Act / NIST AI RMF compliance.

Why it matters

Deploying an LLM today is a black box. "We monitor outputs" is 2024 thinking. Watchtower is the first observability layer that reports why the model said what it said, at feature-level granularity, in real time.

How we charge

$2 / 1M tokens monitored. Free tier (10M tokens/mo) for researchers. Enterprise tiers with SLAs, custom SAEs, on-prem deploy. Revenue funds the OSS platform indefinitely.

Request Watchtower early access

We're taking 3 design partners for the Q4 2026 beta. Priority: safety teams at frontier labs, healthcare AI vendors, and AI-Act-regulated deployments. Tell us your model stack, your compliance target, and the one feature you'd most want monitored.

Apply as design partnerRead the full manifesto