### Publications
- [AlphaQ: Calibration-Free Bit Allocation for Mixture-of-Experts Quantization](https://openreview.net/forum?id=rbE8Pxs8vx) (03.02.2026)
- [Low-Pass Flow Matching](https://openreview.net/forum?id=hOE4H2JRKG) (03.02.2026)
- [Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models](https://openreview.net/forum?id=gLcyM1khyp) (01.26.2026)
- [Learning residue level protein dynamics with multiscale Gaussians](https://openreview.net/forum?id=uKn9PdREBA) (01.26.2026)
- [The Curious Case of In-Training Compression of State Space Models](https://openreview.net/forum?id=LtzmeSMBTW) (01.26.2026)
- [Zero-Overhead Introspection for Adaptive Test-Time Compute](https://openreview.net/forum?id=GqZYGOYuF2) (01.26.2026)
- [LFM2 Technical Report](https://arxiv.org/abs/2511.23404) (12.01.2025)

### Models
- [LFM2-24B-A2B: Scaling Up the LFM2 Architecture](/content/blog/lfm2-24b-a2b/index.html) (02.24.2026)
- [LFM2.5-1.2B-Thinking: On-Device Reasoning Under 1GB](/content/blog/lfm2-5-1-2b-thinking-on-device-reasoning-under-1gb/index.html) (01.20.2026)
- [The Future of Meeting Summarization: Local, Fast, Private, and Fully Secure](/content/blog/the-future-of-meeting-summarization-local-fast-private-and-fully-secure/index.html) (01.07.2026)
- [Introducing LFM2.5: The Next Generation of On-Device AI](/content/blog/introducing-lfm2-5-the-next-generation-of-on-device-ai/index.html) (01.05.2026)
- [LFM2-ColBERT-350M: One Model to Embed Them All](/content/blog/lfm2-colbert-350m-one-model-to-embed-them-all/index.html) (10.28.2025)
- [LFM2-VL-3B: A New Efficient Vision-Language for the Edge](/content/blog/lfm2-vl-3b-a-new-efficient-vision-language-for-the-edge/index.html) (10.22.2025)
- [LFM2-8B-A1B: An Efficient On-device Mixture-of-Experts](/content/blog/lfm2-8b-a1b-an-efficient-on-device-mixture-of-experts/index.html) (10.07.2025)

### News
- [From Cloud to AI PC: Launching Liquid’s Largest LFM2 Model Alongside Our Growing Partner Ecosystem](/content/blog/lfm2-24b-a2b-from-cloud-to-ai-pc/index.html) (02.24.2026)
- [The Future of AI Isn't Just Bigger; It’s Specialized and Hybrid](/content/blog/the-future-of-ai-isnt-just-bigger-its-specialized-and-hybrid/index.html) (01.14.2026)
- [Introducing Liquid Labs: Defining the Frontier of Intelligence through Innovation](/content/blog/introducing-liquid-labs-defining-the-frontier-of-intelligence-through-innovation/index.html) (12.04.2025)
- [Liquid AI Announces Multi‑Year Partnership with Shopify to Bring Sub‑20ms Foundation Models to Core Commerce Experiences](/content/blog/liquid-ai-announces-multi-year-partnership-with-shopify-to-bring-sub-20ms-foundation-models-to-core-commerce-experiences/index.html) (11.13.2025)
- [Agentic Robotics at the Edge: Liquid AI, AMD, and Robotec.ai Demonstrate LFM2-VL-3B in Embedded Autonomy](/content/blog/agentic-robotics-at-the-edge-liquid-ai-amd-and-robotec-ai-demonstrate-lfm2-vl-3b-in-embedded-autonomy/index.html) (10.23.2025)

### External Articles
- [The case for liquid foundation models](https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-case-for-liquid-foundation-models) (01.21.2026)
- [MIT offshoot Liquid AI releases blueprint for enterprise-grade small-model training](https://venturebeat.com/ai/mit-offshoot-liquid-ai-releases-blueprint-for-enterprise-grade-small-model) (12.01.2025)
- [Driving intelligent automotive manufacturing: how robotics and AI are transforming OEM operations](https://www.capgemini.com/insights/expert-perspectives/driving-intelligent-automotive-manufacturing-how-robotics-and-ai-are-transforming-oem-operations/) (11.26.2025)
- [AI Factories - Data Centers of the Future](https://www.thecube.net/events/nyse/ai-factories-data-centers-of-the-future/content/Videos/1128c30e-a62a-4282-aec9-7af80a73cedc) (11.21.2025)
- [The “Humanity” Hack: How One MIT Scientist Is Rewiring Robots To Beat Big Tech](https://www.forbes.com/sites/gemmaallen/2025/10/31/the-humanity-hack-how-one-mit-scientist-is-rewiring-robots-to-beat-big-tech/) (10.31.2025)
- [Ramin Hasani, Liquid AI \| theCUBE +NYSE Wired: AI Factories - Data Centers of the Future](https://www.thecube.net/events/nyse/ai-factories-data-centers-of-the-future/content/Videos/0f6a3fb6-0e54-4802-aa4d-bb9f859ded31) (10.21.2025)
- [Liquid AI Releases LFM2-8B-A1B: An On-Device Mixture-of-Experts with 8.3B Params and a 1.5B Active Params per Token](https://www.marktechpost.com/2025/10/10/liquid-ai-releases-lfm2-8b-a1b-an-on-device-mixture-of-experts-with-8-3b-params-and-a-1-5b-active-params-per-token/?amp) (10.10.2025)