
Mirelo SFX 2.0 Replaces a Video's Sound but Keeps the Dialogue, Up to 10 Minutes
Mirelo SFX 2.0 regenerates effects and ambience, strips unwanted music and keeps speech. Blind-test wins vs Veo, Seedance, Woosh: what the numbers show.

Expert profile
Founder & AI Product Leader
Yash Thakker is a Generative AI expert with over 12 years of experience in product leadership and technical strategy. As the founder of explainx.ai, he has taught over 300,000 learners and built AI platforms serving millions of users globally. He specializes in Agentic AI, Multimodal RAG, and the intersection of LLMs with consumer hardware.

Mirelo SFX 2.0 regenerates effects and ambience, strips unwanted music and keeps speech. Blind-test wins vs Veo, Seedance, Woosh: what the numbers show.

NetBSD presumes LLM-written code is tainted. See the exact rule, why it exists, and how Debian, OpenBSD, FreeBSD and Gentoo handle AI code in 2026.

Next-Concept Modeling (NCM) generates text coarse to fine, 21x faster than diffusion LMs on LM1B and 31x on XSum. Weights and code are public.

NVIDIA lists city AI agent projects across Europe, from Côte-d'Or buildings to Antwerp port. What each does, the 10% cost claim, and what is still a pilot.

NVIDIA NeMo Gym with Siemens Solido: agent benchmark 55% to 95%, turns 155 to 53, tokens 81K to 29K. The verifier recipe and what to copy.

NVIDIA says it will give $250M of compute over five years to UK agentic AI safety research. What the pledge says, who gets it, and what is unconfirmed.

OpenAI CFO Sarah Friar told Bloomberg TV firms should use Western models for cyber work. The quote, the Anthropic echo, and the context critics raise.

Sachin Katti leaves OpenAI Nov. 15 after about a year; Uday Ruddarraju, ex-xAI, leads compute. Confirmed facts, the $600B vs $750B spend gap, and what it means.

OpenAI EU report: Codex and ChatGPT Work exceed half of enterprise output tokens; SMB users up 8x; Slovenia 22% vs Lithuania 85%.

OpenAI's Oct 14 court filing alleges a rehired Apple employee sent 100+ unreleased-device files home. Apple denies it. What is alleged, what is proven.

OpenAI next flagship reportedly uses looped transformers and needs alignment work; one or two models by year-end. Claimed vs verified, with sources.

Notch founders are joining OpenAI Ads weeks after launching AI ad agent Max. What is confirmed, what is a vendor claim, and what happens to customers.