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VentureBeat

GPT-5.5 Instant shows you what it remembered — just not all of it

GPT-5.5 Instant shows you what it remembered — just not all of it
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OpenAI updated the default model for ChatGPT to its new GPT-5.5 Instant, along with a new memory capability that finally shows which context shaped responses — at least some of them.  This limitation signals that models are starting to create a second, incomplete memory observability layer that could conflict with existing audit systems and agent logs.  GPT-5.5 Instant replaces GPT-5.3 Instant as

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Miami startup Subquadratic claims 1,000x AI efficiency gain with SubQ model; researchers demand independent proof.
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Miami startup Subquadratic claims 1,000x AI efficiency gain with SubQ model; researchers demand independent proof.

A little-known Miami-based startup called Subquadratic emerged from stealth on Tuesday with a sweeping claim: that it has built the first large language model to fully escape the mathematical constraint that has defined — and limited — every major AI system since 2017. The company claims its first model, SubQ 1M-Preview, is the first LLM built on a fully subquadratic architecture — one where compute grows linearly with context length. If that claim holds, it would be a genuine inflection point i

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