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Human MoE - Distilling ...

Ericeira
Joined May 2021
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My favorite team ships hard
Today @WSJ covered our work with @MercedesBenz. our flagship LFMs are now rolling out in vehicles in North America, running directly on the hardware inside the car to power in-car assistance! ๐ŸŒŠ this is one of the first deployments of local generative AI in the real world at scale! โœจ seeing our technology become part of someoneโ€™s everyday life is one of the most rewarding feelings of building Liquid. years of work become a small, useful part of someoneโ€™s day. they donโ€™t need to know which model is running. they just need it to understand them and work seamlessly. this is really hard and it took us years of fundamental work from first principles to made happen with a brilliant team of engineers from Mercedes and Liquid. I believe on-device AI will fundamentally change our relationship with the technology around us. embedded AI is about change of ownership. With Mercedes-Benz, we are now in production and are building toward deployment at scale. The on-device AI revolution is taking shape in products people actually use, and Iโ€™m proud that @liquidai is helping lead it. To our team and our partners at @MercedesBenzUSA and HQ: thank you for the care, persistence, and trust it takes to make this real. It feels good to see the work out in the world. wsj.com/cio-journal/mercedesโ€ฆ
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๐Ÿ˜ญ๐Ÿ˜ญ๐Ÿ’€๐Ÿคฃ๐Ÿคฃ
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All the BD folks at audit firms are about to slide into your DMs over the next few days.
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Say what?
Introducing ๐™ป๐™ต๐™ผ๐Ÿน: our new generation of Liquid Foundation Models. With a new tri-hybrid architecture and new multimodal encoders, the LFM3 family is the ideal model suite for specialized intelligence. > 6 model instances, across text, audio, vision, and omni modalities, generative and decision models. > ๐™ป๐™ต๐™ผ๐Ÿน-๐Ÿท.๐Ÿฝ๐™ฑ: text, 256k context window. > ๐™ป๐™ต๐™ผ๐Ÿน-๐š…๐™ป-๐Ÿธ๐™ฑ: vision-language model with video-input support for spatial understanding > ๐™ป๐™ต๐™ผ๐Ÿน-๐™ฐ๐šž๐š๐š’๐š˜-๐Ÿธ๐™ฑ: tool calls, voice chat, reasoning in 18 languages. > ๐™ป๐™ต๐™ผ๐Ÿน-๐™พ๐š–๐š—๐š’-๐Ÿธ๐™ฑ: an omni model combines vision, audio, and language. > ๐š๐Ÿท-๐Ÿธ๐™ฑ and ๐š๐Ÿท-๐™พ๐š–๐š—๐š’-๐Ÿธ๐™ฑ: decision models with typed outputs and calibrated probabilities in a single pass. Omni adds audio input. > fine-tune on 1 GPU. > a new tri-hybrid architecture > architecture optimized for 14 processor classes across GPUs, CPUs, and NPUs. > ๐™ป๐™ต๐™ผ๐Ÿน-๐š…๐™ป-๐Ÿธ๐™ฑ is a beast. It performs competitively with Gemma 4 12B (6x larger), and Gemini 3.5 Flash Lite, and GPT-5.6 Luna, with 1.9B parameters. > ๐™ป๐™ต๐™ผ๐Ÿน-๐Ÿท.๐Ÿฝ๐™ฑ is #1 on the Pareto frontier of device intelligence ๐š™๐š’๐š™๐šŽ๐š๐š๐šŽ.๐š•๐š’๐šš๐šž๐š’๐š.๐šŠ๐š’ Every modality for specialized intelligence. Pick the one that fits your use case, customize it, and run it on-device. 1/ ๐Ÿงต
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me and my d making decisions
Today we release ๐š๐Ÿท-๐šž๐š•๐š๐š›๐šŠ, our most powerful decision model. > built for hard decision problems. > d1-ultra is multimodal > supports 44 languages > #1 on the @ArtificialAnlys Decision Index (65) > leads all eight categories of our 112-evaluation suite 1/
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ANEX 397ใ‚’ใ“ใฎๆ‰‹ใงๆกใฃใŸ็žฌ้–“ใฎไฟบ
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I cant wait for the the next one ๐Ÿ‘‘๐Ÿ
Announcing d1, our first decision model. It's the first model to outperform Jev on @huggingface's Decision Index. > wins on multilingual evals > more robust against prompt injection > handles longer inputs more effectively > built for fast, structured decision-making in software environments > Liquid API: console.liquid.ai > Available on OpenRouter soon
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Show a person something their mind cannot forget, and they will begin to believe in it. Because once they have seen it, denying it would mean denying their own intellect. That is one of the greatest traps.
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Kids are going to be born directly into the AI genjutsu, and Iโ€™m genuinely not sure how that plays out.
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I'm crying ๐Ÿ˜ญ
this guy literally explained the truth about the "ADHD superpower"
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slowly, @liquidai will power more machines than @AnthropicAI not if, when. their 450M-param model already runs wildfire risk detection on satellite imagery, on-device, sub-250ms, no cloud round trip needed small models doing real jobs while everyone argues about agent skills
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๐Ÿง 
ADHD is closely linked to a delayed body clock. Early evidence suggests correcting this delay can also improve ADHD symptoms.
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And I am okay with that tbh
*in 2026 AI will cure cancer* AI in 2026:
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Nothing humbles you like watching the market discover ideas you were talking about a year ago. Encoders. Specialized SLMs outperforming general LLMs. Apparently being consistently one year ahead of trends is just my favorite form of self-punishment.
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They havenโ€™t even released the king yet. ๐Ÿ‘‘
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You know you have to lock in when you get this notification
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