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MethodologyPipelineAboutExplore Entidex

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.

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AMDARM HoldingsATP FinalsATP TourAWSAWS LambdaAdaptive SortAdidasAdobe After EffectsAdobe After EffectsAdobe Creative CloudAdobe Inc.

LLM awareness over time

Tracking how Claude, ChatGPT, Gemini, Grok, Perplexity have caught up to 2 known recent events for Anthropic.

0255075100013674h since first event
ClaudeChatGPTGeminiGrokPerplexity
Ground-truth events (2)
  • 2025-02-24 — Anthropic released Claude 3.7 Sonnet with hybrid reasoning and extended thinking mode.
  • 2024-10-22 — Anthropic launched Computer Use beta with Claude 3.5 Sonnet (new), letting the model control a desktop.

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Awareness Matrix

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

Last probed: 3d ago

General knowledge

ModelRetrieval OFFRetrieval ONUpliftLag (days)
●Claude6761-6—
●ChatGPT7067-3—
●Gemini70700—
●Grok6761-6—
●Perplexity70700—

Recent events

ModelRetrieval OFFRetrieval ONUpliftLag (days)
●Claude6764-3—
●ChatGPT6067+7—
●Gemini60

Current sentiment

ModelRetrieval OFFRetrieval ONUpliftLag (days)
●Claude6454-10—
●ChatGPT67670—
●Gemini67
Score≥75≥50≥30>00● mentioned  ·  Uplift = ON − OFF  ·  hover score for probe age
70
+10
—
●Grok67670—
●Perplexity70700—
70
+3
—
●Grok6167+6—
●Perplexity67670—