Models will eat into Workflows Infra and Hardware are forever
always needed, always evolving Everything else has no real moat
@theahmadosman
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Models Will Disrupt Workflows; Infrastructure and Hardware Are Permanent Moats
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Thank you for releasing weights with a good license
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Thanks for releasing the weights with a good license
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Query about Kimi K2.7 scores and comparison
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Do we have Kimi K2.7 scores yet? If so, how does it compare?
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Run local models with agent harnesses like Codex or Claude Code
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You can run local models at home and use any agent harness like Codex or Claude Code with them https://t.co/e5blwOYytx
— Ahmad (@TheAhmadOsman) 16 juin 2026You can run local models at home and use any agent harness like Codex or Claude Code with them
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Small specialized models are the future; buying a GPU was right
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Small and specialized models are the future Buy a GPU was right
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Stellar performance of a 3B model through post-training refinements
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Stellar performance from a 3B model. These results were achieved primarily through post-training refinements on Qwen2.5-Coder. The paper doesn't provide many details, but it appears they distill from RL ckpts and then do a final RL-based instruct RL. https://
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Dario: open source sleeper cell exposed safety lobbying
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Dario is a gift to Opensource, he might even be an Opensource sleeper cell Imagine if the OpenAI PR was in charge of the safety lobbying Opensource would actually be way more doomed then Dario’s safety scare led to so many people see through the bullshit Ty Dario
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Nemotron 3 Ultra outperforms GPT 5.5 in intelligence
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Don't sleep on Nemotron 3 Ultra Sometimes surprises me that it is more intelligently capable than GPT 5.5
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Rebuilding computing from first principles for agent systems
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Many things in the computing world will be re-built from first principles for agents We never thought concurrency, parallelism, or sandboxing would be as important
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Small specialized models will beat frontier intelligence
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Frontier intelligence will be beaten by small and specialized models