NEW GEMMA 4 12B MODEL! Google's beloved open-source model saga gets an update today to add the 12B model, which, thanks to its new architecture, performs on par with the equivalent of 26B from a few months ago! The model is multimodal in input: vision, audio, and text
MACHINE LEARNING
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Leni focuses on verified outputs and serious financial AI reasoning
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AI demos are cheap. Trust is expensive.
— God of Prompt (@godofprompt) 3 juin 2026
In finance, one confident wrong answer can burn more than your entire software budget.
Leni is going after the part that actually matters: verified outputs, serious reasoning, and investment work you don’t have to babysit.
This is AI… https://t.co/O6nrW8BwEIAI demos are cheap. Trust is expensive. In finance, one confident wrong answer can burn more than your entire software budget. Leni is going after the part that actually matters: verified outputs, serious reasoning, and investment work you don’t have to babysit. This is AI
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Miso One: open-weights voice model with one-shot cloning
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Miso One is live: an open-weights voice model built to sound like a real person reading, with actual warmth and pacing where most TTS still goes flat.
— Chubby♨️ (@kimmonismus) 3 juin 2026
8B params, free on GitHub, with one-shot voice cloning from a short sample at 110ms latency.
Self-host it and your audio data… https://t.co/JKiEL5TiIhMiso One is live: an open-weights voice model built to sound like a real person reading, with actual warmth and pacing where most TTS still goes flat. 8B params, free on GitHub, with one-shot voice cloning from a short sample at 110ms latency. Self-host it and your audio data
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Xai promotes Vapi AI’s natural TTS and cost-effective STT APIs
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Try the most natural TTS and cost-effective STT APIs in @Vapi_AI https://t.co/T43QiJpaY4
— xAI (@xai) 3 juin 2026Try the most natural TTS and cost-effective STT APIs in @Vapi_AI
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Common Misconceptions About How LLMs Actually Work
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Most people, including really accomplished people, don't have an accurate mental model of how LLMs operate (and why would they?) You see this in wide beliefs that AI is just copying from known sources, or that it only produces average answers, or that it can't generate new ideas
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Ideogram 4.0: SOTA open image model ranks 8th on LM Arena
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Ideogram announced Ideogram 4.0, a new SOTA open image generation model!
— 🚨 AI News | TestingCatalog (@testingcatalog) 3 juin 2026
> Ideogram 4.0 lands in the 8th spot on LM Arena and the 5th spot on Design Arena in the text-to-image category, and is getting close to Nano Banana Pro's performance.
> Ideogram 4.0 features dense,… https://t.co/SYzQmkZcgg pic.twitter.com/RDOLsZg7NXIdeogram announced Ideogram 4.0, a new SOTA open image generation model! > Ideogram 4.0 lands in the 8th spot on LM Arena and the 5th spot on Design Arena in the text-to-image category, and is getting close to Nano Banana Pro's performance. > Ideogram 4.0 features dense,
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Maxime Labonne recommends Rasbt’s Build a Large Language Model
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Thanks! I'd recommend @rasbt
's Build a Large Language Model (From Scratch) -
Consulting for migrating off Claude Code to on-premise LLMs
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If you’re business / enterprise is trying to migrate off Claude Code / OpenAI and want to host your LLMs on-premise I do consulting for that kind of stuff btw Bonus: you’ll be setup with a path forward to training models on your tasks / workflows and save so much $$$ long term
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Ideogram Releases Latest v4 Image Model with Open Weights
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Ideogram just released their latest and best v4 image model open weights
— Hugging Face (@huggingface) 3 juin 2026
State of the art and open weights go well together 🤗
Model: https://t.co/DUcL7BBH7D
Demo: https://t.co/fIc26kF6Ky https://t.co/aw1S88Vx00 https://t.co/iD0FWyIgVsIdeogram just released their latest and best v4 image model open weights State of the art and open weights go well together Model: https://
huggingface.co/ideogram-ai/id
eogram-4-nf4
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Demo: https://
huggingface.co/spaces/multimo
dalart/ideogram4
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New Gemma 4 12B available on Huggingface under Apache 2.0 license
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GOOGLE : A new Gemma 4 12B is now available on Huggingface under Apache 2.0 license! > Built with the same multimodal functionality as Gemma 4 E2B and E4B (text, audio, image, and video inputs), it brings native audio and vision understanding directly to local environments