Discussion on "Why AI Forgets What You Said — and Why a Bigger Context Window Won't Fix It"

jaberadam2001 · 2026-09-03T01:59:13.474Z

You told it the rule ten messages ago. Now it's ignoring the rule. So you reach for the model with the million-token context window, sure that solves it — and it doesn't. Here's what's actually happen

This is a great explanation of why simply giving an AI a larger context window doesn’t automatically make it better at remembering what actually matters. The point about information being present but not necessarily being attended to is especially interesting there’s a big difference between having data available and being able to retrieve the right piece of it at the right time.

That same distinction becomes really important when AI is being used for search and business discovery. Having business information somewhere online isn’t enough if AI systems can’t reliably find, understand, and connect it. That’s actually one of the problems we’re exploring with Oglas AI helping businesses become more discoverable through AI-powered search and recommendations.

Interesting read, especially as AI moves from just answering questions to deciding what information is actually relevant to the user.

Absolutely agree. The distinction between information being available and information being retrievable at the right moment is crucial.

It’s interesting that the same problem appears in AI-powered search: having business data online doesn’t necessarily mean an AI system can discover, understand, or confidently surface it.

As AI shifts toward deciding what matters rather than simply generating answers, reliable retrieval and context management are going to become just as important as the model itself. Oglas AI is exploring a very relevant problem here.

Exactly. That’s the interesting part having the data isn’t enough if the system can’t reliably retrieve and use it in context. That’s also why we focus on practical AI at Oglas AI: connecting business data, workflows, and AI so information becomes actually useful, not just available.

We’ve been exploring this approach across our AI and automation work worth a look if this is an area you’re interested in: Oglas AI

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Why AI Forgets What You Said — and Why a Bigger Context Window Won't Fix It

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