All Updates
Page 1703 of 1965
March 9, 2026
Apple 2026 Spring Mac Flagships Hands-On
Apple released four new products for spring 2026, including two flagship MacBooks and two Studio Displays. IT之家 provides a first-hand video review of their usage experience and purchase recommendations.
M5 Max Huge Upgrade for 3-Year Laptops
New MacBooks with M5 chips, including $1,099 M5 MacBook Air and $6,149 16-inch M5 Max MacBook Pro, match prior designs but offer faster SSDs. They don't significantly outperform M4 models but appeal to owners of older laptops. Full reviews forthcoming.
Anthropic's 3 AI Agent Workflow Patterns
Anthropic's blog outlines three workflow patterns for combining multiple AI agents to solve problems effectively. Rather than simply delegating entire tasks, it emphasizes designing mechanisms that play to AI agents' strengths. This guidance helps create robust multi-agent systems.
Insatiable AI Compute Demand
Alger's Ankur Crawford highlights insatiable demand for AI computing power. She also notes interest in gold and describes markets as directionless and choppy. Interview aired on Bloomberg's 'The Close'.
Razer Unveils Fully Agentic AVA
Razer has revealed a fully agentic version of its AI companion AVA. It can run locally on a PC or in the cloud. This marks a major step toward autonomous AI assistants for gamers and creators.
Megatron Core Adds Falcon-H1 Hybrid Architecture
NVIDIA Megatron Core implements Falcon-H1 Hybrid Architecture to advance large language model training at scale. This open-source library delivers industry-leading parallelism and GPU-optimized performance. Development is now GitHub-first in the NVIDIA/Megatron-LM repo, driven by community contributions.
Microsoft Integrates Claude into Copilot Cowork
Microsoft is using Anthropic's Claude to enhance Copilot Cowork as a better agent for long-running knowledge work tasks. Frontier program customers can now choose between Anthropic and OpenAI models via Copilot Chat. This update promotes model flexibility in Microsoft's AI ecosystem.
Claude AI Reviews PRs for Bugs
New Claude Code Review tool deploys AI agents to scan pull requests for bugs. Each review costs up to $25. Companies may invest to avoid costly catastrophic failures.
Censored LLMs Testbed for Honesty Elicitation
Researchers introduce a testbed using censored Chinese LLMs like Qwen to study secret knowledge elicitation, honesty techniques, and lie detection. Sampling without chat templates, few-shot prompting, and fine-tuning boost truthful responses on censored topics. These methods transfer to frontier models including DeepSeek-R1-0528 and Qwen3.5-397B.
Noisy Data for CNN Retraining Viable?
Student retrains GitHub CNN for medical IoT threat detection by adding noise to dataset, seeing only slight gains. Wonders if it's worthwhile versus manual data expansion. References specific repo for healthcare security.
Apple Delays Smart Home Display for AI Siri
Apple is postponing its long-planned smart home display launch until later this year. The delay stems from ongoing artificial intelligence struggles and waits for new AI and Siri enhancements. This reflects broader impacts of AI development challenges on product timelines.
Consumers Embrace Wider Gen-AI Apps Boom
OpenAI and Anthropic are evolving into AI app stores as consumers adopt more generative AI tools. Andreessen Horowitz's Top 100 Gen AI Consumer Apps report highlights this trend. Findings discussed on Bloomberg Tech.
Granite 4.0 1B Speech for Edge Devices
Hugging Face launches Granite 4.0 1B Speech, a compact 1B-parameter speech model supporting multiple languages. Designed for edge devices, it enables efficient on-device speech processing. Ideal for mobile and IoT applications requiring low latency.
Harvey Unveils Custom AI Agent Builder
Harvey, an AI provider for legal services, launched a tool enabling law firms to build custom AI agents. CEO Winston Weinberg emphasizes focusing on the legal market niche. Discussion on Bloomberg Tech.
ElevenLabs Targets IPO in 2-3 Years
AI voice startup ElevenLabs plans to prepare for an IPO within two to three years. CEO Mati Staniszewski shared this ambition. It could be Europe's first AI startup IPO.
Samsung pledges 120 3D games by year-end
Samsung announced at GDC 2026 that its Odyssey 3D Hub will offer 120 playable games by year-end, up from around 60 currently. The platform supports glasses-free 3D monitors featuring head tracking. A partnership with CD Projekt Red integrates HDR10+ Gaming into Cyberpunk 2077.
Apple watchOS 26.4 Dev Beta 4 Released
Apple released watchOS 26.4 developer preview Beta 4 (build 23T5236a) to Apple Watch users on March 10, 7 days after Beta 3. Developers can upgrade via the Apple Developer Program in Settings > General > Software Update. Specific update details will follow from IT之家.
Apple visionOS 26.4 Dev Beta 4 Released
Apple pushed visionOS 26.4 developer preview Beta 4 (build 23O5235a) to Vision Pro users on March 10, 7 days after Beta 3. Note possible server cache delays in update detection. Specific changes forthcoming from IT之家.
macOS 26.4 Beta 4 Revives Safari Compact Tabs
Apple released macOS 26.4 developer beta 4, reintroducing Safari's compact tab layout and adding battery charging limits. Warnings signal Rosetta's end after macOS 27, urging ARM app updates. Nine new Unicode 17 emojis are included.
iOS 26.4 Beta 4 Launches AI Music Playlists
Apple's iOS/iPadOS 26.4 beta 4 introduces Apple Music's text-to-playlist generator and video podcasts. RCS end-to-end encryption is tested for cross-platform messaging. Nine new emojis and tweaks like default stolen device protection are added.