Apple launched HomeView, its first smart home display, on Tuesday, priced at $299 for both the speaker-base and wall-mounted versions. The 7-inch screen recognizes up to six users, and Siri, powered by Apple Intelligence, personalizes replies from Messages, Calendar, and FaceTime. Siri can also chain multistep requests.
Nvidia partners with Siemens to build AI data centers using digital twins, virtual replicas that let engineers simulate facilities before construction. Siemens' Ales Alajbegovic says digital twins can improve time-to-token, breaking ground to first useful AI query, by roughly 40%. Nvidia estimates well over 100 projects are underway globally as demand strains capacity.
Researchers at MD Anderson and Texas collaborators report SPACER, an AI model using spatial transcriptomics, decodes signals that draw or repel immune cells. Tested on 37 cancer datasets, the model performed four to 21 times better than existing methods at finding recruitment signals. They say mucins may block T cells, linked to poorer checkpoint inhibitor responses.
Salience Labs raises $125 million in a Series B led by Bullhound Capital, with Intel Capital and AMD Ventures joining. The company says its 64-port all-optical photonic switch, shown at ECOC 2026, cuts latency and power use in AI data centers. The money funds volume manufacturing and denser 128-port and 256-port switches now under development.
A fork of PS5LM called PS5LM Plus runs llama.cpp on a jailbroken PlayStation 5's GPU, developer abhi245y says, loading GGUF models such as Qwen 3.8 27B at about 20 tokens per second inside an 11.44 GiB heap. It also serves an OpenAI-compatible API and chat UI over the network.
China's Ministry of Industry and Information Technology approves Alibaba's Qwen and Tongyi Wanxiang models for iPhones, alongside Apple Intelligence. Apple executive chairman Tim Cook met Vice Premier He Lifeng in Beijing. iPhone Duo pre-orders open October 16 across 70 nations, including China, shipping October 23.
Semperis's 2026 Ransomware Risk Report finds AI was exploited in ransomware attacks against 84% of surveyed victims, with 44% saying attackers abused their own AI systems. The firm polled 1,200 IT and security professionals across nine countries. Former White House National Cyber Director Chris Inglis, a Semperis board member, says autonomous ransomware attacks are already happening.
Anthropic's Claude desktop app adds a Code tab that runs Claude Code on a local project folder without a terminal. The company says the feature requires a Pro, Max, Team or Enterprise subscription. Users approve each file edit or auto-accept changes through a diff view.
DigUp ships Windows and Linux beta builds of its on-device semantic file search, joining the existing Mac app. The open source tool runs Google DeepMind's EmbeddingGemma 2, a 740M-parameter model, to find photos, PDFs, audio and video by meaning. The 865 MB model downloads once and stays local.
Tiger Data's Matvey Arye reports that storing raw conversation turns in one Postgres table and giving an agent three MCP search tools scores F1 0.665 on LoCoMo with Claude Sonnet, above Omni-SimpleMem's reported 0.613. Dropping LLM-extracted atomic facts did not lower F1 and cut about 50% of ingestion time, the company says.