do you have a good example (from system prompts) i can use?
LLMS
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Opus Paved Way for Codex LLM Evolution
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Opus walked so that Codex could run. Everything else is just a Mythos.
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Claude Opus 4.7 Token Usage Increases Effective Pricing Significantly
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I upgraded my Claude token counter tool to compare different models and Opus 4.7 does appear to use 1.46x times the tokens for text and up to 3x the tokens for images – it's priced the same as Opus 4.6 on a per-token basis so this is actually a pretty big price bump
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Enneagram Type Fives and LLM Knowledge Base Psychosis
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Yeah I've seen it a few times now, all the Enneagram type fives get one shotted into AI psychosis when they discover LLM knowledge bases 🙂 And an especially a strong fit when you have a lot of pre-existing data to insert into it.
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EDINET-Bench Japanese Financial Dataset Recognized at ICLR 2026
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I am very proud of our team for releasing EDINET-Bench, and it is fantastic to see a Japanese financial dataset recognized at #ICLR2026 this week. We need more diverse, non-English datasets to evaluate models in the real world. https://
openreview.net/forum?id=Dxns0
cj15A
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Sakana AI’s EDINET-Bench Accepted to ICLR2026
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Sakana AI's Japanese financial benchmark "EDINET-Bench," released last year, has been accepted to the international conference #ICLR2026. Blog: https://
sakana.ai/edinet-bench/ EDINET-Bench is a benchmark for evaluating LLMs across three tasks—accounting fraud detection, earnings -
Post-training compute opportunity cost: LLMs cannot beat Stockfish
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I think the better mental model is there’s a fixed amount of post-training you can do and every bit of compute you spend on chess has an opportunity cost in other, more useful capabilities. And no modern LLM, with any amount of training, would beat Stockfish, so why try?
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Alpha in using Codex CLI to teach yourself anything
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There’s so much alpha in opening Codex Cli and telling it to teach you how to do X X can be – shell basics
– optimizing local ai inference
– hacking your pet feeder camera – setting up a self-hosted search engine – creating Skills out of your workflows and past conversations -
NSA Uses Anthropic Claude Mythos Despite Security Concerns
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Claude Mythos is just too good Despite labeling Anthropic a "supply chain risk," the National Security Agency is reportedly using its powerful Mythos Preview.
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Grok 4.3 soon supports Skills
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Grok 4.3 already supports Skills as per its system instructions. It can create and use skills but they would remain hidden. Tbh, Skills will be super instrumental for working with X data. Soon