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Noiz AI and HKUST Release Helix World, a Real-Time World Model Whose Sound Turns With the Camera
Noiz AI and HKUST release Helix World, a real-time world model that makes video and stereo sound together. All benchmarks are the authors' own.
Sakana AI’s MASS Lets a 27B Model Train Itself Using a Team of Its Own Subagents; the Results Are Self-Reported
Sakana AI's MASS lets one 27B model run, judge and learn from a team of its own subagents. Gains are Sakana's own, in a preprint not yet peer-reviewed.
Sperid Labs Releases Iris-3B, an Open Image Model With No VAE; Its Own Paper Finds No Clear Gain for Depth or Restoration
Sperid Labs released Iris-3B, a 3B image model with no VAE. Its paper finds no clear gain for depth or restoration. Code and weights are open.
LAION Releases Humaneness Voice Converter, an Open Voice-Conversion Model Built on Chatterbox; the Scores Are LAION’s Own
LAION released an open voice-conversion model built on Chatterbox. The scores are LAION's own, and match to the target voice fell from 0.821 to 0.773.
xAI (now SpaceXAI): The Last 12 Months, From Grok 4.1 to the SpaceX IPO
A month-by-month review of xAI (now SpaceXAI) from Oct 2025 to Oct 2026: models, SpaceX deal, IPO, compute, plus roadmap claims and open questions.
Odyssey Opens Its Odyssey-3 World Model to the Public; Its Headline Physics Score Is a Best-of-Eight, and Every Benchmark Is Odyssey’s Own
Odyssey opened a public preview of Odyssey-3. Its 66.1 physics score is best-of-eight; the four-run average is 63.37. All figures are Odyssey's own.
Nous Research Offers “MISSINGNO,” a Free Coding and Agentic Model, for a Limited Time; Size, Weights and End Date Are Not Stated
Nous Research says MISSINGNO, a coding and agentic model, is free on its portal for a limited time. Size, weights, price and end date are not stated.
Microsoft CEO Satya Nadella Says AI Models Should Be Treated Like Insider Risks
Microsoft CEO Satya Nadella's X article says AI models should be treated like insider risks, with controls outside the model and a way to pause it mid-task. What he wrote, and what it doesn't show.
Google DeepMind’s AlphaProof Nexus Is Published in Science: 9 of 353 Erdős Problems, 44 of 492 OEIS Conjectures, by the Authors’ Own Account
DeepMind's AlphaProof Nexus is in Science. Its authors report 9 of 353 Erdős problems and 44 of 492 OEIS conjectures proved. What that means, and the limits.
AudioShake Launches The Refinery, Speaker-Separated, Quality-Scored Audio for AI Training, by Its Own Account
AudioShake says The Refinery turns mixed recordings into speaker-separated, quality-scored training data. Every figure is the company's own; no independent test.
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