Fish Audio Live 3: The Voice Model That Learns When to Talk
Fish Audio Live 3 is a full-duplex voice model that learns turn-taking from real conversations. What it claims, what it costs, and what is still unproven.
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PAN 2: MBZUAI’s Open World Model That Simulates Actions
MBZUAI’s IFM released PAN 2, an open 29B world model that simulates actions as video. What it can do, what it fails at, and why openness matters.
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Gemini Decisions API: Google’s Model That Writes No Text
Google’s Gemini Decisions API scores up to 1,000 questions per call with calibrated probabilities and zero output tokens. What it does, and the caveats.
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Debugging Rust in 2026: From println! to AI Agents
Most Rust developers still skip the debugger. A look at debugging Rust in 2026, from println! and rust-lldb to RustRover and AI agents running debug sessions.
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Chromatic Codex Edition Turns Prompts Into Games
The Chromatic Codex Edition handheld turns prompts into Game Boy Color games via a Codex plugin, GB Studio and a programmable cartridge. Here is how it works.
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Nvidia Shareholder Lawsuit Seeks Damages Over Spy Affair
The Nvidia shareholder lawsuit filed in San Jose accuses the company and Jensen Huang of misleading investors about the affair with a suspected Chinese spy.
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Windows 11 KB5132061: What Is New in the November Update
Windows 11 KB5132061 brings a customisable right-click menu, dark mode dialogs, Cloud rebuild recovery and November security fixes for 26H2 and 25H2.
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5GHz Channel Fix: Why Your Router Defaults Are Slowing You
Default 5GHz channels are the most crowded part of the band. Here is how co-channel interference works and how to move your router to clear spectrum.
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Muse Ember: Meta’s Cheap Model That Beats Haiku on Cost
Meta Muse Ember matches Claude Haiku 5.5 on intelligence at a third of the task cost. What independent numbers show, and the knowledge trade.
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ZONOS3-Mini: 100M-Parameter TTS That Runs in a Browser
Zyphra’s ZONOS3-Mini is an Apache 2.0 TTS model with 100M active parameters, voice cloning and word-level control that runs in a browser via WebGPU.
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