LLMs are useful but we still have a long way to go. See my 2020 article The Next Decade in Arxiv, which remains a good guide to the future and offers a road map that the companies are increasingly following (without really saying so out loud).
LLMS
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Claude Fable to cost twice as much as Opus soon
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ANTHROPIC : Claude Fable (Mythos) is about to cost twice as much as Claude Opus according to The Information. Soon
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LangSmith enables full tracing and evaluations with per-article breakdown
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With LangSmith, your organization has full tracing across every tool call, retrieval step, and reasoning node gives you the audit trail, the explainability layer, and the foundation to run evaluations. Get an Article by Article breakdown:
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Unable to tell difference between Mythos 5.0 and GPT 5.6
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I really can't tell the difference at this point between Mythos 5.0 and GPT 5.6.
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Using LLM to draft implementation plans with checklists in .md
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Yes. What works well though is drafting plan documents. In my experience, having the LLM write out an implementation plan that it can then check of in a .md helps a lot
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LangSmith Engine: From traces to fixes and evaluations
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Production traces should not just show what went wrong. They should help teams decide what to fix next. In this upcoming session, we’ll show how LangSmith Engine: watches traces, clusters recurring failures, diagnoses root causes, drafts fixes, and proposes evals to prevent
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Request for paper on models becoming communist
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Was there a paper showing that model tend to become communist?
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ChatGPT update now available on mobile and web
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And we wake up to another chatgpt update!
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 9 juin 2026
Now on mobile and web 👇 https://t.co/rOwuozZBZGAnd we wake up to another chatgpt update! Now on mobile and web
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Siri runs on custom Google Gemini model costing $1 billion annually
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5/ Siri runs on a custom Google Gemini model, reported at around $1 billion a year.
The numbers come from Bloomberg, not Apple. The deal is real. -
WWDC 2026: Siri now works with Google’s Gemini
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🚨IN CASE YOU MISSED IT: Apple's WWDC was yesterday.
— AI Highlight (@AIHighlight) 9 juin 2026
Siri now runs on Google's Gemini, and that was the least surprising thing they announced.
Here is everything you missed: 👇 pic.twitter.com/z6mTfI6PXRIN CASE YOU MISSED IT: Apple's WWDC was yesterday. Siri now runs on Google's Gemini, and it was the least surprising thing they announced. Here's everything you missed: