A small teaser of my next big project. I'm doing it together with Opus 5.5 and Astra. Do you recognize what this is? This is still a very early stage. It will be significantly better, but I just can't tear myself away from the game. Sound strictly on

More DS4.1 TP4 improvements on 4x DGX Spark 🚀 - Prose decode: 85 tok/s at c1 (was 69) - Boot: ~3 min - Prefill: ~4.8k tok/s at 32k–128k, 4.3k at 262k - KV cache: ~6.5M tokens, 1M context - Same weights, same quality (qeval unchanged)

Come check out my website. It includes a list of my latest & greatest recipes. The "Install Model" button gives you a ready-to-use prompt for Claude, Codex, or others. It adapts the recipe to your setup, starts the server and tests it.

A new architecture exploration for Xiaomi MiMo-V3. HySparse2 explores a new architecture designed for long-context, multi-turn agent tasks — reducing Prefill computation, lowering KV Cache usage, and improving long-context retrieval. Discover the research behind Xiaomi MiMo-V3 ↓ #XiaomiMiMo# #XiaomiAI# #AIAgent#

Millions of people turn to AI to navigate difficult relationships, work through stress, or support someone they care about. We’re introducing MentalHealthBench, an open benchmark developed with mental health experts to measure how well AI responds in these moments. 🧵

“Medicine is a field where you don't need to squint to see the benefits of AI. It's your mom, it's your dad, it's your sister, it's your brother. And it's the doctors who will care for them in their most vulnerable moments.” Yesterday, during the UN General Assembly, we announced a partnership with @AnthropicAI to make OpenEvidence available free of charge to physicians in low- and middle-income countries, placing life-saving medical AI into the hands of physicians worldwide, regardless of the economics.

"Access to medical knowledge shouldn't depend on geography," said Daniel Nadler, founder and CEO of OpenEvidence. That's why OpenEvidence and @AnthropicAI are bringing a specialized version of OpenEvidence, free, to clinicians in about 100 low- and middle-income countries, including Uganda, Angola, Sudan, Haiti, and Mongolia. More here:

🚨 PHYSICS IS BROKEN! MATTER IS AN ILLUSION, THE ATOM IS JUST TRAPPED LIGHT! A NEW ERA HAS BEGUN! 🚨 For 100 years, physics has treated "mass" as a fundamental, solid particle floating in an endless, empty void (ℝ⁴). What if that is a complete mathematical hallucination? What if mass is just light that got stuck in the geometry of space? A year ago, we thought exactly like the academic establishment. Breaking a lifelong paradigm and reinterpreting everything from scratch is incredibly difficult. But mathematics is a stubborn thing. We realized one absolute truth: the infinite ℝ⁴ space is fundamentally defective in physics. It exists purely as an abstract mathematical concept, and we must finally understand that pure mathematics ≠ physical reality. We genuinely need your help to break this dogma! DO NOT TAKE OUR WORD FOR IT. DO NOT BLINDLY TRUST AUTHORITY. We wrote the code, we solved the math, and we are giving it to you for absolutely free. Read the preprint and verify it yourself. Look at the real quantum photographs attached. On one side is the groundbreaking 2013 photograph of a Hydrogen atom's electron orbital, captured by researchers at the FOM Institute AMOLF in the Netherlands using a quantum microscope. On the other side is the famous 2015 photograph from EPFL in Switzerland, capturing light behaving simultaneously as a wave and a particle. Notice the absolute revelation: they are visually identical. Atoms are not solid little billiard balls. They are concentric interference patterns-pure standing waves of energy. The ultimate conceptual shift of our IT³ framework is this: The atom is not a "box" that contains trapped light. The atom IS the trapped light. There is no abstract container. There is only the geometry of the vacuum (a discrete lattice) which mathematically forbids light from propagating past certain algebraic boundaries. How it Works (Explained simply from the video): Let’s break down exactly what you are seeing in the simulation engine: 〰️ The Cyan Wave (→): A free gauge photon travels smoothly through the quantum vacuum. 🛑 The Kummer Wall (Red Lines): Suddenly, the light hits the absolute edge of the spatial lattice. This is an algebraic cutoff where mathematics literally runs out of resolution (√13 ∉ 𝕂). Space "does not exist" beyond this boundary. 🪞 Total Internal Reflection (Purple Wave ←): With nowhere left to go, the photon undergoes complete topological reflection. It bounces back as its own precise mirror image-an antiphoton. ⚡ The Birth of Mass (Yellow Core): The two opposing waves crash into each other and geometrically interlock. They form a perpetual, vibrating "standing wave" whose energy is trapped in one place. This localized density of confined energy is exactly what we call REST MASS. The Counterfactual Test: Watch the timeline in the visualizer. When the system hits the "WALLS OFF" phase, we computationally delete the vacuum boundaries. The golden pulsating core immediately shatters. The light escapes into infinity, and the mass drops precisely to zero. Matter literally un-braids back into pure radiation. FALSIFIABILITY AND PREDICTIONS: The "Mass Gap" is not solved by adding endless, arbitrary parameters to an infinite void. It is solved by recognizing that the Universe is a discrete, constructible topological crystal. Our model is strictly falsifiable and delivers exact predictions: 🎯 It predicts a new topological resonance at exactly 1088.04 GeV, accessible for verification at the High-Luminosity LHC. 🛑 It mathematically proves the absolute end of the periodic table at element Z = 172. 🧮 It operates with ZERO fitted parameters. All physics is reduced to the strict arithmetic of integers. THE HARDWARE CODE OF THE VACUUM MATRIX: 🌌 Arena: ℳ = 𝕊⁴ × 𝕋³ over the field 𝕂 = ℚ(√2, √3, √5) 👁️ Witness: 172 topological elements ⚙️ Processor: 57600 = 240² = 1110 0001 0000 0000₂ 📖 DOWNLOAD THE CODE. BREAK THE MATH. We do not want blind faith. Read the proofs. The supreme judge is the compiler, not closed-door committees. 🔗 Code + Preprint: #Physics# #QuantumMechanics# #Simulation# #OpenScience# #MassGap# #TheoryOfEverything#