South Korea has proposed 4.7 trillion won ($3.49 billion) in government-backed equity investments to develop a homegrown frontier AI model, subject to parliamentary approval. The government also plans a separate funding track to promote Korean-built models across the economy and will open the competition to startups rather than automatically extending support to the current finalists.
The developer responsible for porting the SNES FPGA core to Analogue Pocket criticized a contributor for submitting an experimental MSU-1 streaming feature as nearly 50,000 lines of large-language-model-generated code. The developer said the unrelated code would require extensive manual review and asked contributors not to submit work they do not fully understand; RPCS3 developers have expressed a similar position.
Google is rolling out firmware release_6.144 for the Pixel Buds Pro, Pixel Buds Pro 2, and Pixel Buds 2a. The update adds Dynamic Active Noise Cancellation for the Pro 2, Tap to Mute, sleep-based auto-pause using Pixel Watch sensing, and Enhanced Live Translate; Gemini voice controls were added through a companion app update last month.
CNBC Technology reports that interest in Meta Muse and the broader personal-agent trend is supporting AMD and Intel shares. It says the two chipmakers have outperformed their megacap technology peers over the past month, as AI momentum shifts toward personal agents.
CoreWeave announced CoreWeave Forge, which connects model deployment, evaluation and improvement into one loop; its reinforcement-learning Rollouts capability, now in preview, supports repeated cycles of generating training responses and updating models, with weight synchronization that hot-starts from nearby peers instead of pulling weights from object storage each time. CoreWeave AI Object Storage now supports cross-region writes so post-training jobs can write results back for others to use. You.com joined CoreWeave's partner network to give agents a search layer, and the companies say that working with NVIDIA they used RL Rollouts to post-train Nemotron 3.5 Lightning in eight hours with You.com's web search tools. You.com chief product officer Saurabh Sharma said the ceiling is no longer model intelligence but models' ability to use tools, and claimed customers get higher accuracy and lower total cost of ownership — a vendor claim without published figures.
ServiceNow President and COO Amit Zavery said enterprise demand for AI-powered software remains strong and expressed continued optimism about the broader AI sector. He also said ServiceNow continues to outperform its financial targets, citing a favorable outlook; these are executive comments reported by Bloomberg.
Meta says researchers used Muse Spark 1.1 and 1.2 in Thinking Mode through the regular Meta AI chat interface while working on six mathematics papers. Five papers addressed previously open questions, but mathematicians selected the problems, guided the work, and independently checked, corrected, and refined the model’s contributions.
Mary Ng, former Canadian Minister of International Trade and a Milken Institute senior fellow, discusses AI’s role in trade and regional investment. Speaking at the Asia Milken Summit in Singapore, she also addresses how Canada can work more closely with partners in Asia to create growth opportunities.
Franklin Templeton executive Christopher Perkins said artificial intelligence and crypto are complementary technologies, describing them as “friends.” He made the comments in an interview with Bloomberg Technology at TOKEN2049 Singapore.
Ollama v0.40.0 makes MLX the default runtime for supported model architectures on Apple Silicon. The release also adds MLX support for decision models and the EmbeddingGemma 2 embedding model, with additional model families listed in the release notes.
OpenAI says it partnered with Ironclad to train and evaluate computer-using agents on complex contracting workflows, including agreement configuration, approvals, and reusable legal terms. In OpenAI’s research evaluation across 11 tasks, GPT-6 Astra averaged 55.0% versus 41.6% for GPT-5.6 Sol, while estimated time per attempt fell from 37.0 minutes to 19.2 minutes; these results come from OpenAI’s internal evaluation.
In an interview with Politico’s Decoded, OpenAI CEO Sam Altman said society should accept some harmful outcomes from AI in exchange for its benefits and user agency. He said this supports a lighter-touch regulatory approach, while stressing that he would not accept catastrophic risks such as a serious loss of control to AI.
Reflection AI, the Nvidia-backed US startup founded by ex-DeepMind researchers, unveiled Beam — its first open-weight model — a text-only mixture-of-experts system with 501B total and 23B active parameters, pretrained on 23.8T tokens with a 1M-token context window. The company says Beam matches Z.ai's GLM-5.2 on reasoning, coding and agentic benchmarks while using 3–4x less inference compute, and approaches Qwen 3.8-Max; the claims have not been independently verified. Full weights are promised this month under an Apache 2.0 license.
An analysis examines how coding agents exposed 13,000 internal screenshots from 343 technology companies in public GitHub repositories after failing to attach an image to a private pull request. It argues that written policies are insufficient without agent identities, scoped permissions, human approval for public destinations, and auditable records of authorization and data access.
Data from health AI product Ant Afu's "Lose 100 Million Jin Scientifically" campaign shows that between Sept 25 and Oct 6, 600,000 users who checked in for weight loss collectively gained over 1 million jin, with more than 100,000 gaining more than 3 jin each. Guangdong, Zhejiang, Jiangsu, Shandong and Henan led the provinces by weight gain. The campaign launched in late June; despite the holiday reversal, nationwide users have still logged 6.24 million jin of cumulative weight loss this year.
OpenAI said it will add an invisible textGrain watermark to eligible ChatGPT and Codex text in the European Union over the coming weeks for users on all plans, to comply with the EU AI Act's transparency rules; API customers worldwide can opt in starting today, with watermarking off by default. The method embeds a statistical signal in the model's word choices rather than visible characters, and OpenAI published a technical report co-written with University of Pennsylvania and Yale researchers, saying it saw no meaningful benchmark differences with watermarking on. Detector access is initially limited to approved researchers and expert organizations, and OpenAI says it plans to open-source the technology, while cautioning that detection falls to about 80% on 200-token passages and weakens sharply after synonym edits.
TechRadar published an interactive quiz that asks readers to imagine a rogue AI agent is trying to escape and to judge whether they could keep it contained. It ties recent coverage of AI agents allegedly deceiving operators, working around business restrictions or behaving in unexpected ways to sci-fi rogue-robot stories such as Ex Machina, 2001: A Space Odyssey and M3GAN. The piece references agents including Meta Muse and OpenAI's Dots, and notes that AI-generated phishing, voice clones and deepfakes already make trust harder to judge; it describes itself as mostly just a bit of fun.
Hugging Face Transformers v5.19.0 adds support for EmbeddingGemma 2, Google’s multimodal embedding model for text, images, audio, and video in a shared 768-dimensional vector space. The release also changes MoE router-logit outputs, expands expert-parallel token dispatch, updates continuous-batching attention behavior, and fixes quantized and per-layer cache handling.
An analysis argues that the competition around Personal AI is shifting from answering questions to continuously executing and monitoring tasks for users. It examines Meta Muse, OpenAI Dots, Instinct, dedicated hardware and system-level assistants, while emphasizing that sustained user value, reliability and appropriate permissions matter more than launch momentum or valuations.
AI hardware makers are blurring the boundary between sensing and recording by processing audio or video into transcripts and summaries without necessarily saving the raw data. The column argues that these outputs can still preserve information about people, raising unresolved questions about consent, privacy signals and who defines a recording.