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Wikimedia says AI agents it believes OpenAI operated made unapproved edits and sent heavy automated traffic. Five of 54 listed edits touched citation-tool settings. A May outage record shows how read load can spill into updates and human edits, and what operators need to control.
SemiAnalysis reports that Claude's $200 plan delivers roughly 5x the API-equivalent value of ChatGPT's. We check both companies' official pricing, time limits, shared model quotas and legacy Pro transition terms, and explain how this differs from finished work.
Bloomberg reports Apple is co-developing smart home devices with LG. FCC filings reveal a UWB smart lock, a 60GHz radar thermostat and a 400,000-unit sales cap over three years, and show how Matter, Home Key and encrypted video differ.
Bloomberg reports that Seagate and Toshiba are competing to acquire TDK's HDD head business, while TDK says nothing has been decided. We look at Toshiba's capacity-based production target, joint head development, TDK's profit growth and HAMR investment, and what it would take to keep supply stable.
Nano Banana 2.1 cuts image output costs by about half. We look at higher input and reasoning rates, the limits of Google's internal evaluations, and how it compares with GPT Image 2.5, FLUX 3 and Qwen on price, editing and 4K dimensions.
Valve says Steam for Linux is not currently supported on Arm hardware. We compare an AV1 bug report, Steam Frame's Proton and FEX setup, and Ubuntu's Steam Snap against primary sources to separate what runs from what is officially supported.
Meta has presented the design and test results of CRAM, a compressed-memory scheme for Linux. This article covers how its access path differs from zram and zswap, how writes and usable capacity are controlled, the conditions of the DRAM-based benchmarks, and the hurdles to upstream integration.
DeepSeek is reportedly set to raise more than 80 billion yuan. We examine V4.1-Flash's input processing and cache efficiency, Huawei-ready compute libraries, Tencent products and CATL's energy storage business, and what it takes to serve low-cost AI at scale.
Microsoft has released WSL 3.0.2 as a pre-release. We look at the vNUMA fix for boot failures on 384 logical processors, the experimental return of sparse VHD, and how the changes apply differently to regular WSL and WSLC, based on primary sources.
Mistral Large 4 is now in public preview, with 1.05 trillion total parameters. We compare it with Mistral's earlier models and leading rivals, looking at benchmark conditions, API pricing, and the operating burden once its weights are released.
