MarkTechPost (1 week ago)
Google Research has unveiled a federated learning system that moves gradient computation from phones into attested server-side TEEs. Access policies are published to Sigstore’s Rekor log and the binaries are reproducibly buildable, so central differential privacy can be checked externally.
Read the full story on MarkTechPost.
Apple has published the estimated service costs for its new HomeView smart home display, including how much customers can expect to pay with and without AppleCare coverage. Here are the details. more…
Smartphone buyers seem reluctant to upgrade their phones, but Apple and Samsung are weathering the storm better than most brands.
Wide-screen phones could be the next big mid-range hype.
Apple debuted three new home products today, but the October announcements aren’t over yet. Rumors suggest there will be another “event” on October 27, plus we’re still waiting on the iPhone Duo. Here’s everything we’re expecting to see launch or be announced in October.
According to a new report from IDC, Apple’s share of smartphone shipments in China grew during Q3 2026, despite a 4.3% year-over-year decline in iPhone shipments. Here are the details. more…
Troubleshoot on your own
Meta released Muse Wonder and Muse Wonder Full, 1M-context agent models. Muse Wonder costs $4/$20 per million tokens on Meta Model API. Wonder Full, on Muse Code plans, leads DeepSWE and SWE-Marathon.
In this comprehensive coding tutorial, we explore Meta’s Rebalancer assignment solver using its C++ core and Python bindings.
Z.ai’s GLM-Legal is a legal AI model built on GLM-5.3-Flash. It scores 19.2% all-pass on Harvey’s Legal Agent Benchmark, nearly 3x its base, at $0.15 per test. Access is by application.
Alibaba’s Qwen team has introduced QwenGyre, an elastic reinforcement learning RL framework for extreme-long-horizon agent training. QwenGyre is an online reinforcement learning system from Alibaba that trains coding agents through unmodified, black-box harnesses.
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