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Research & Insights

Notes from the platform.

We ship findings, not hype. Latency reports, evaluation notes, and patterns from production — written like OpenAI research, not marketing.

Intel-4 is now available — frontier reasoning, production-ready
Product · Aug 25, 2026

Intel-4 is now available — frontier reasoning, production-ready

128k context, streaming and function calling. Same API shape, new reasoning benchmark highs. No vendor lock.

How we keep P50 under 50ms at scale
Engineering · Aug 18, 2026

How we keep P50 under 50ms at scale

Edge routing, what we cache and what we never cache for privacy. With flame graphs you can verify.

The model-agnostic playbook
Research · Aug 12, 2026

The model-agnostic playbook

Why serious teams treat models as interchangeable and invest in evaluation, not allegiance.

Secure by design: hashed keys, no training on your data
Security · Aug 05, 2026

Secure by design: hashed keys, no training on your data

How we built abuse detection and rate limiting without ever logging your prompts.

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