Strongest case for open weights I've seen lately, access no one can revoke beats a few benchmark points.
OPEN SOURCE
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OS Models Must Be Key in Your AI Strategy
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Not necessarily, but OS models now have to be a major part of your AI strategy going forward.
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Free live AI sessions: OCR, retrieval, evals, open models, Q&A
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I'm excited for this one. @HamelHusain
, @sh_reya
, and folks who build AI products for a living are teaming up to run a bunch of free live sessions over the next month: OCR, retrieval, evals, open models, all with live Q&A. Starts June 24. Sign up here: -
Up to 95% Token Reduction Without Code Changes
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UP TO 95% TOKEN REDUCTION WITHOUT CHANGING THE CODE A Netflix engineer just open-sourced Headroom, and it’s one of the smartest ways I’ve seen to cut LLM costs. It wraps Cursor or Claude in a local proxy to compress your payload before it hits the LLM: → Intelligently shrinks
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Summer 2026: The Hot Open Source AI Season
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This summer will be recalled as the hot Opensource AI summer of 2026
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Can’t wait for Groq or Cerebras to run GLM 5.2
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Really looking forward to one of the ultra-fast custom silicon inference providers like @GroqInc or @cerebras running GLM 5.2 Cerebras has GLM-4.7, Groq is still mostly on Llama 3.x and gpt-oss
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Open Weights: Control Over Capability Even When Trailing
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Open weights matter even when they trail the frontier exactly because of this, you're buying control, not just capability. weights matter even when they trail the frontier exactly because of this, you're buying control, not just capability.
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Datasette reimagined as Claude Artifacts with JSON API to database
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Think of this as Claude Artifacts reimagined for Datasette – you get all the power of artifacts but with a JSON API to a full relational database, allowing your HTML+JS apps to access and store data in all shapes and sizes
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GLM 5.2: a performant and low-cost open weights model
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Wow. @Zai_org GLM 5.2 is a marvel! It is *at least* as good as Opus 4.8 and GPT 5.5. It is super fast, inexpensive, and not too verbose. It responds with nuance and judgment, & handles long contexts very well. I have never known an open weights model like
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Open weights become the default configuration
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"Open weights are now our default configuration"
https://huggingface.co/collections/poolside/laguna-m1
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