Entidex · Signal Layer

How fast do LLMs learn about real-world events?

We probe Claude, ChatGPT, Gemini, Grok and Perplexity at regular intervals and grade their answers against a known ground truth. The result is a live picture of LLM awareness lag — per model, per topic, with retrieval on or off.

No probe history yet for Formula 1. Run a probe to populate the lag chart.

Awareness Matrix

How well each LLM knows Formula 1 — by topic and retrieval mode.

Last probed: never probed

No probes yet. Run an awareness probe to populate this matrix.