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Armin W. Thomas @ai_with_brains

Co-Founder @RadicalNumerics | Prev: @LiquidAI_ and Data Science Fellow @StanfordData working with @HazyResearch and @russpoldrack | He/him athms.me San Francisco, CA Joined August 2016
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Armin W. Thomas retweeted
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Eric Nguyen @exnx

2 weeks ago

In April '25, I shared the origin story of Evo on the TED stage. I talked about the motivation behind generating DNA with AI and how it could change what’s possible. It was an incredible experience. full video: go.ted.com/ericnguyen

Armin W. Thomas retweeted
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Michael Poli @MichaelPoli6

2 weeks ago

Life update: I started Radical Numerics with Stefano Massaroli, Armin Thomas, Eric Nguyen, and a fantastic team of engineers and researchers. We are building the engine for recursive self‑improvement (RSI): AI that designs and refines AI, accelerating discovery across science and…

Armin W. Thomas retweeted
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Eric Nguyen @exnx

2 weeks ago

✨ Excited to share a few life updates! 🎤 My TED Talk is now live! I shared the origin story of Evo, titled: "How AI could generate new life forms" TED talk: ted.com/talks/eric_ngu… ✍️ I wrote a blog post about what it’s *really* like to deliver a TED talk blog:…

Armin W. Thomas retweeted
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Stefano Massaroli @Massastrello

2 months ago

LFM2 is live. We keep state coefficients time-invariant because Hyena gated short convs already supply the adaptive dynamics—and the data agree. Same accuracy, leaner compute budget. Efficiency in practice, not on paper. #LiquidAI

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Liquid AI @LiquidAI_

2 months ago

LFM2 is live. We keep state coefficients time-invariant because Hyena gated short convs already supply the adaptive dynamics—and the data agree. Same accuracy, leaner compute budget. Efficiency in practice, not on paper. #LiquidAI

Armin W. Thomas retweeted
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Michael Poli @MichaelPoli6

2 months ago

It's easy (and fun!) to get nerdsniped by complex architecture designs. But over the years, I've seen hybrid gated convolutions always come out on top in the right head-to-head comparisons. The team brings a new suite of StripedHyena-style decoder models, in the form of SLMs…

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Maxime Labonne @maximelabonne

2 months ago

It's easy (and fun!) to get nerdsniped by complex architecture designs. But over the years, I've seen hybrid gated convolutions always come out on top in the right head-to-head comparisons. The team brings a new suite of StripedHyena-style decoder models, in the form of SLMs…

ai_with_brains Profile Picture

Armin W. Thomas @ai_with_brains

2 months ago

We just released our new generation of Liquid Foundation Models, focused on edge devices, delivering great quality and best-in class latencies, made possible by gated short convolutions and our automated architecture design pipeline 🌟. Super proud of the team and everyone…

LiquidAI_ Profile Picture

Liquid AI @LiquidAI_

2 months ago

We just released our new generation of Liquid Foundation Models, focused on edge devices, delivering great quality and best-in class latencies, made possible by gated short convolutions and our automated architecture design pipeline 🌟. Super proud of the team and everyone…

Armin W. Thomas retweeted
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Rom Parnichkun @romu_nishi

4 months ago

🧵1/6 How well does a model use its context? Even models with the same memory capacity (cache-size/state-size) may utilize their context differently, influencing recall capabilities, cache compressibility, etc. Proposing effective state-size (ESS), a proxy metric for memory…

Armin W. Thomas retweeted
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Michael Poli @MichaelPoli6

4 months ago

We showcase the first example of a model architecture optimized for smartphones: Hyena Edge. We used our automated model design framework (STAR, Oral at ICLR 2025) to sift through convolution-based multi-hybrid architectures. STAR iteratively evolved the population of designs,…

Armin W. Thomas retweeted
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Liquid AI @LiquidAI_

4 months ago

[Liquid AI Research] Today, we introduce a Liquid architecture called Hyena Edge, a convolution-based multi-hybrid model that not only matches but outperforms strong Transformer-based baselines in computational efficiency and model quality on edge hardware, benchmarked on the…

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