What if LLMs could think in multiple directions at once, not just step by step? BIGAI introduces NPR: a teacher-free framework that lets LLMs self-evolve genuine parallel reasoning. Instead of emulating sequential logic, it uses self-distilled reinforcement learning and a
LLMS
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Looping transformer layers boosts AI language model efficiency
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What if you could make AI language models smarter by reusing the same layers over and over? Researchers from KAIST, KRAFTON, and UC Berkeley present LoopMDM（Looped Diffusion Language Models）. They selectively loop early-middle transformer layers in masked diffusion models—no
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Cursor’s frontier model with 100x fewer resources than Google
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it is wild that Cursor trained a model closer to the frontier than Google with 100x fewer people and (guessing) ~100x less compute i am surprised this was even possible. also praying for the Gemini comeback ofc
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Raising capital in 2024 for Llama 3, now dead on arrival
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Imagine having raised in 2024 and spent the capital in doing this for llama 3 and putting that out on the market now Dead on arrival.
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ChatLLM: Best AI Model Selection Guide by Use Case
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ChatLLM – Use The Best AI For Your Use Case Front-end coding – Opus 4.7 Back-end coding – GPT 5.5 xHigh
Visual understanding- Flash 3.5 Cheap – DeepSeek Flash – Seedance 2.0 Image – GPT Image-2.0 Voice – Flash Live
Writing – Gemini 3.1 Pro
Real Time – Grok 4.3 ALL -
OpenAI for self-improving tax agents: A revolutionary approach to tax administration.
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OpenAI for self-improving tax agents:
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Google’s Omni multimodal model and blending potential
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Google has the only true Omni model, but the elements aren't hooked up. It appears it can take in & output audio, images. video, songs, text, code, etc. But right now each type of output is separate. When you can access the model directly, blending modes, a lot becomes possible.
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Agent Swarms: Multi-Agent Systems with Top LLMs
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🚨 BREAKING – Agent Swarms Are Multi-Agent Systems That Create Agents with Top LLMs Including
— Abacus.AI (@abacusai) 27 mai 2026
– GPT 5.5
– Opus 4.7
– Sonnet 4.8
– Gemini 3.5
– SeeDance 2.0
– Nano Banana Pro
– ElevenLabs
They help you vibe code apps and build a billion dollar business!! pic.twitter.com/nT38479LrUBREAKING – Agent Swarms Are Multi-Agent Systems That Create Agents with Top LLMs Including – GPT 5.5
– Opus 4.7
– Sonnet 4.8
– Gemini 3.5
– SeeDance 2.0
– Nano Banana Pro
– ElevenLabs They help you vibe code apps and build a billion dollar business!! -
WordPress categories covering AI topics
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Web designers after reading this: https://t.co/yONuEtjT8L pic.twitter.com/p3y16ldruL
— Charly Wargnier (@DataChaz) 27 mai 2026Web designers after reading this:
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Responses API Now Supported Across SambaCloud, Stack, Managed
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3/ The Responses API is now supported across: SambaCloud SambaStack SambaManaged Starting with:
• gpt-oss-120B
• MiniMax M2.5
• MiniMax M2.7 Built for Codex CLI, Cline, OpenCode, CrewAI, OpenClaw, and custom agent harnesses.