underscored

@underscored

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Tag:llmClear

What TypeSafe AI is doing differently is building a model specifically around these kinds of typed, probabilistic decisions, rather than taking a general-purpose LLM and prompting it to behave like a classifier. Typesafe AI claims that at $42 per billion input tokens and free output, intelligence becomes a resource accessible to all.

— Michael Spencer
3w ago
stratechery.com
2026.37: Duo Threats

While OpenAI's tactics may in fact chill research in advanced mathematics, what Meta has assembled is free (to consumers) hardware and software that dramatically reduces the barrier to entry for ordinary people looking to harness the power of agents, making the AI upside a lot more accessible to the masses who don't want to buy a Mac Mini.

4w ago

Come to understand what happened, and stay to learn where OpenAI appears to have erred and why this mess is arguably reassuring with regard to alignment fears around LLMs.

2mo ago

The model doesn't actually remember previous conversations unless you use the Memory feature or paste in prior context yourself. Each new chat window starts completely fresh, which means if you want consistency across sessions, you have to build that context manually.

3mo ago

Underscored — save the words that stop you in your tracks.

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