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Odyssey ships Starchild-1, the first real-time multimodal world model that generates synchronized audio and video
Odyssey ML announced Starchild-1 on May 17 — the first general world model that autoregressively generates synchronized audio and video in real-time while continuously responding to streaming user input. The kicker: world models until now have been silent. ## What’s actually new Previous world models (Genie, Sora video, Decart’s models) learned visual dynamics from large-scale… Continue reading
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pixserp gives LLMs one endpoint, 10 answer shapes, $1.50 per 1k requests
pixserp launched on Product Hunt this week — a single API endpoint that returns 10 different answer shapes (web, news, images, places, shopping, flights, hotels, YouTube, transcripts, any URL) so an LLM can pick the right format for the question instead of stitching together five different services. ## The pricing and architecture $1.50 per 1,000… Continue reading
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Voiser AI hits 140 languages with 3,000 voices in one TTS + voice cloning + AI video platform
Voiser AI shipped a unified voice platform — text-to-speech, voice cloning, speech-to-text, and AI video generation in one product, covering 140+ languages and 3,000+ voice options. Launched on Product Hunt this week. ## What’s actually in the box 3,000 voices spanning male, female, and child variants across multiple accents and emotional styles. Custom voice instruction… Continue reading
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Agentspan ships MIT-licensed durable runtime for AI agents, built on the orchestration engine Netflix uses
Agentspan is an open-source durable runtime for AI agents, MIT licensed, just launched on Product Hunt. The pitch: zero-configuration durable execution for agent workflows. ## What durability means here Step 7 of a 10-step agent workflow crashes? Execution resumes at step 8 — automatically. No checkpointer to set up, no database to configure, no manual… Continue reading
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Krea 2 ships Krea’s first AI image foundation model with moodboard-based style control
Krea released Krea 2 on May 12 — the company’s first foundation image model built completely from scratch. Where most image models compete on prompt understanding, Krea 2 is built around the second half of the problem: how you want the image to look. ## Moodboards as the headline feature You upload multiple reference images.… Continue reading
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humanlayer’s 12-factor-agents resurfaces on GitHub trending: a methodology for production LLM apps
humanlayer’s 12-factor-agents repo climbed back onto GitHub trending today with 359 daily stars. It’s a manifesto plus reference material for building LLM-powered software that’s actually production-grade — modeled on Heroku’s original 12-Factor App methodology. ## The core thesis “Agents, at least the good ones, don’t follow the ‘here’s your prompt, here’s a bag of tools,… Continue reading
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academic-research-skills hits 1,300 daily stars: a 13-agent research team for Claude Code
Edward Cheng-I Wu’s academic-research-skills hit GitHub trending today with 1,302 stars in a single day. It’s a Claude Code skill suite that covers the full academic research pipeline: research → write → review → revise → finalize. ## What it actually does A 13-agent team with seven operational modes: full, quick, review, lit-review, fact-check, socratic,… Continue reading
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NVIDIA Ising ships open-source AI models for quantum error correction — 2.5x faster, 3x more accurate
NVIDIA released Ising, the first open-source family of AI models purpose-built for quantum computing. The headline claim: 2.5x faster and 3x more accurate error-correction decoding compared to traditional approaches. Early adopters include Harvard and Fermi National Accelerator Laboratory. ## What Ising actually does Quantum computers generate error-correction problems that classical algorithms struggle with — qubit… Continue reading
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OpenAI launches Deployment Company with $4B from TPG, Bain, and 17 others — buys Tomoro for 150 forward-deployed engineers
OpenAI just spun out the OpenAI Deployment Company — a majority-owned subsidiary that drops specialized engineers directly inside enterprises to build complex AI systems. Launched with $4 billion of initial investment at a $10 billion pre-money valuation. ## The cap table 19 global investment firms, consultancies, and system integrators are in. TPG holds the lead… Continue reading
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DreamServer bundles 13 local AI services into one install — LLM, voice, agents, RAG, no cloud
Light-Heart-Labs (with the OpenClaw Collective) released DreamServer — a full local AI stack that bundles LLM inference, chat UI, voice (STT + TTS), AI agents, workflow automation, RAG, web search, deep research, image generation, and privacy tools into a single installer. No cloud, no subscriptions, no API keys. ## What’s in the box 13 services… Continue reading
