<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>breakthrough — NestFrontier</title><description>Technical AI analysis and research on breakthrough.</description><link>https://nestfrontier.com/</link><item><title>VibeVoice: Microsoft&apos;s Open-Source Frontier Voice AI</title><link>https://nestfrontier.com/vibevoice-microsofts-open-source-frontier-voice-ai/</link><guid isPermaLink="true">https://nestfrontier.com/vibevoice-microsofts-open-source-frontier-voice-ai/</guid><description>Microsoft&apos;s VibeVoice: 90-minute single-pass voice synthesis, frontier open-source models that beat ElevenLabs on MOS benchmarks</description><pubDate>Wed, 29 Apr 2026 01:15:20 GMT</pubDate></item><item><title>Poolside&apos;s Laguna MoE Models: Muon Optimizer Cuts Training Steps by 15%</title><link>https://nestfrontier.com/poolsides-laguna-moe-models-muon-optimizer-cuts-training-steps-by-15percent/</link><guid isPermaLink="true">https://nestfrontier.com/poolsides-laguna-moe-models-muon-optimizer-cuts-training-steps-by-15percent/</guid><description>Poolside&apos;s Laguna XS.2 and M.1 MoE models feature the Muon optimizer—a novel training method that cuts steps by 15% vs AdamW. XS.2 is Apache 2.0 licensed, local-ready.</description><pubDate>Tue, 28 Apr 2026 18:09:27 GMT</pubDate></item><item><title>The Missing Taxonomy for AI World Models</title><link>https://nestfrontier.com/the-missing-taxonomy-for-ai-world-models/</link><guid isPermaLink="true">https://nestfrontier.com/the-missing-taxonomy-for-ai-world-models/</guid><description>A landmark paper from 40+ researchers introduces the first comprehensive taxonomy for AI world models, mapping the evolution from passive predictors to autonomous simulators.</description><pubDate>Tue, 28 Apr 2026 01:12:53 GMT</pubDate></item><item><title>HY-World 2.0: Tencent&apos;s First Open-Source SOTA 3D World Model</title><link>https://nestfrontier.com/hy-world-20-tencents-first-open-source-sota-3d-world-model/</link><guid isPermaLink="true">https://nestfrontier.com/hy-world-20-tencents-first-open-source-sota-3d-world-model/</guid><description>Tencent releases first open-source SOTA 3D world model, generating actual geometry from text/images that imports directly into Unity, Unreal, and Blender.</description><pubDate>Wed, 22 Apr 2026 18:14:20 GMT</pubDate></item><item><title>Lyra 2.0: NVIDIA&apos;s Explorable 3D Worlds from Video</title><link>https://nestfrontier.com/lyra-20-nvidias-explorable-3d-worlds-from-video/</link><guid isPermaLink="true">https://nestfrontier.com/lyra-20-nvidias-explorable-3d-worlds-from-video/</guid><description>NVIDIA&apos;s Lyra 2.0 generates persistent 3D worlds from single images by solving spatial forgetting and temporal drifting—the two fundamental failure modes of long-horizon video generation.</description><pubDate>Wed, 22 Apr 2026 12:17:37 GMT</pubDate></item><item><title>LPSR: Training-Free Error Correction That Beats 70B Models with 8B</title><link>https://nestfrontier.com/lpsr-training-free-error-correction-that-beats-70b-models-with-8b/</link><guid isPermaLink="true">https://nestfrontier.com/lpsr-training-free-error-correction-that-beats-70b-models-with-8b/</guid><description>LPSR is a training-free method that improves 8B model MATH-500 scores from 28.8% to 44.0%, beating a 70B model with 8.75x fewer parameters.</description><pubDate>Tue, 21 Apr 2026 18:17:52 GMT</pubDate></item><item><title>MiniMax-M2.7: First AI Model That Evolves Its Own Behavior</title><link>https://nestfrontier.com/minimax-m27-first-ai-model-that-evolves-its-own-behavior/</link><guid isPermaLink="true">https://nestfrontier.com/minimax-m27-first-ai-model-that-evolves-its-own-behavior/</guid><description>MiniMax M2.7 is the first AI model to autonomously optimize its own behavioral scaffolding, achieving 30% improvement over 100+ iterations without weight changes.</description><pubDate>Tue, 21 Apr 2026 12:24:19 GMT</pubDate></item></channel></rss>