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Anthropic launches Claude Duet, a proactive agent that runs tasks in the background and waits for approval on sensitive actionsOpenAI frontier models and Codex are coming to Google Cloud Model Garden, with commitment drawdown for GCP customersOpenAI-led Patch the Planet effort helps fix critical PHP flaws that GPT-5.6 Sol helped uncoverMistral Large 4 ships as a 1.05T-parameter open-weight multimodal model at $1.36 per million input tokensLiteLLM 1.107.0 on PyPI Shipped a Credential Stealer and BackdoorWiz says AI helped it chain decade-old flaws into unauthenticated RCE in core PHPOpenAI tests LLMs on migrating COBOL banking code to C++, Java, Kotlin, Python, and RustMeta's Muse AI agent exposes private chats through guessable share linksMeta details Prometheus, its gigawatt-scale AI supercluster in New Albany, OhioGoogle open-sources TorchTPU, a native PyTorch back end for TPUsFake statistics published on a throwaway site get cited by ChatGPT for seven monthsMistral releases Voxtral 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Detector goes public, but it demands a Google, Apple, or ChatGPT loginPaper: verified Lean proof of OpenAI's Navier-Stokes claim does not match the natural language proofMeta and Microsoft cut internal Claude usage, Microsoft caps AI spend at $10K per employeeOpenAI brings GPT-6 and Intelligent UI to ChatGPT's 1.2 billion weekly usersAnthropic's Claude Haiku 5.5 runs 75% cheaper and hits 1620 on GDPval-AA, with a 100K-token price cliffTelegraph Test: cablese compression cuts LLM output tokens 40-49% at plaintext parityArmin Ronacher explains Codemode: LLM tool calls written as JavaScript in a no-network QuickJS sandbox on the Pi harnessOpenAI launches Decisions API in public beta: gpt-6-luna only, 10x faster than Responses, $0.10 per million input tokensGoogle launches EmbeddingGemma 2, a 740M-parameter multimodal embedding model under Apache 2.0OpenAI releases frontier model math results on GitHub with Lean proofs and reasoning tracesMeta's Muse shipped with a spyable zero-day, uploaded private messages without permission, and ignored user settings; Apple changed macOS rules in responseMistral Large 4 preview: 1T-parameter multimodal model with 49B active parameters, weights due this monthCoding agent reconstructs 1.5M Georgia ballot order from a 2022 scanner flawDust trains transformer LMs without backprop by perturbing activations, matching it at large populationChatGPT is signing fake New Yorker cartoons with real cartoonists' signaturesReflection unveils Beam, a 501B open-weight MoE model trained on 10.5K GB300s, with weights promised later this monthFlorida woman used Claude as a diary; Anthropic flagged a threat entry and reported it to police, and she now faces a second-degree felonyClaude catches root malware on Stratechery's Mac Mini, as Apple tightens AI agents' Full Disk AccessCloudflare launches Web Search API in beta, routing Exa, Ceramic.ai and Linkup queries through AI GatewayWolfram argues against handing pure math research to AI, citing the 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Mistral releases Voxtral 3 speech models and a voice agent SDK covering 50+ languages

Mistral releases Voxtral 3 speech models and a voice agent SDK covering 50+ languages

  • Mistral releases Voxtral 3, a family of speech-to-text and text-to-speech models plus a voice agent SDK that runs listening, reasoning, tool calling, and speaking in one real-time streaming pipeline.
  • Voxtral Small Transcribe 3 supports 50+ languages, including 24 official EU languages, and Mistral says it outperforms Whisper, Scribe v2 and Gemini 3.5 Transcribe on English, French and Spanish.
  • The Mini variant has 4B parameters and costs $0.0035/min, and both models support context biasing so domain vocabulary works without fine-tuning.
  • Voxtral Mini TTS 3 adds voices that adjust emotion, pace and emphasis to context, with support for 35+ languages and 50+ dialects.
  • Pro Voice reproduces a speaker's style across languages from just 30 minutes of audio, and the models are offered through a EU-hosted API or self-deployment.

Hacker News opinions

Closed model, so it's a hard pass for me. TTS and STT still feel rough for local deployments.

Read the "EU-hosted API or self-deployment" line twice and I still can't tell if the weights are downloadable.

Qwen ASR and QwenTTS are good and not too big. Kokoro is the best sounding local TTS I've heard, and it runs realtime on phones.

Speaches.ai is my pick. Not for the models, but the package is easy to set up and latency was lower than I expected.

How real time is this? They're showing zero lag, and the explanation says they target under 1 second.

I think the real trick isn't the STT/TTS quality. It's wiring a real-time reasoning model to the raw conversation text and hiding tool call latency when it searches.

I've found the Voxtral transcription models solid for podcasts. Good diarization, and the older ones didn't hallucinate text when there was no speech.

The voice examples aren't great. Version 1 sounded like real people, and this one sounds like generic AI slop.

Scale is the answer for YouTube captions. About 500 hours of video get uploaded every minute, so even Google can't run the biggest model on all of it.

YouTube captions also miss the key word. "Rust" turns into "rats" because the rare word is exactly what the model guesses wrong.