Blog
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Perplexity Personal Computer for Windows: what changes for site audits
Perplexity brings its Computer agent to Windows 10 and 11, with local file control, Microsoft 365 hooks, and $9.4B in claimed labor…
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Open-Weight AI Coalition Tells Washington to Keep Model Weights Free
Nvidia, Microsoft, Meta, OpenAI, and Google are among dozens of firms asking federal policymakers to avoid new restrictions on open-weight AI models.
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China’s New AI Companion Rules: What Site Owners Should Watch For
Beijing now requires government review of AI companion chatbots and bars minors from using them. Here is what the policy shift signals…
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Cisco releases Antares, open-weight models for vulnerability localization
Cisco’s Antares-350M and Antares-1B are open-weight small language models built for vulnerability localization, with a new 500-task benchmark.
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Poolside ships Laguna S 2.1 as open-weight coding model, claims edge over 10x larger systems
Poolside released Laguna S 2.1, a 118B-parameter MoE coding model with 8B active params, under OpenMDW-1.1 on Hugging Face. It outscores larger…
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University of Toronto Researchers Use Active Learning Loop to Discover Heat-Resistant Metal Alloys
An AI-driven self-driving lab at the University of Toronto identified six new printable NiCoCr alloys for jet engines and nuclear plants.
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Claude Opus 5 release: what changed and what to audit on pages touched by AI-generated content
Anthropic released Claude Opus 5 on July 24, 2026 with benchmark gains across coding, knowledge work, and science tasks. Here is what…
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LG to suspend webOS apps that turn smart TVs into residential proxy nodes
LG says it will pull webOS apps that quietly relay outside traffic through home TVs. New scan data shows proxy SDKs inside…
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What a US Ban on Chinese Open-Weight AI Models Would Mean for Your Site
The Trump administration is reviving a push to restrict Chinese open-weight AI models after Kimi K3’s launch. Site owners using these models…
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Coal-fired power generation surges as energy security outweighs climate targets
Global coal demand hit a record 8.85 billion tonnes in 2025 as LNG price spikes, data center growth, and policy reversals push…
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White House alleges Moonshot AI distilled Anthropic to train Kimi K3
A White House official accuses Moonshot AI of industrial-scale distillation against Anthropic’s Fable 5 to build Kimi K3, and of routing GB300…
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111 Million Americans Now Outside the Labor Force: What the NILF Surge Means for Audit Work in 2026
U.S. labor force participation keeps falling while the non-working population hits a record 111 million. Here is what that shift means for…
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Google’s Frozen v2 Chip Targets 6-10x Efficiency for Gemini Inference
Alphabet is reportedly building a Gemini-specific AI accelerator due in 2028, with engineers projecting six to ten times the efficiency of current…
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Bessent Pledges Sanctions on Chinese AI Models Over IP Theft, Nvidia’s Huang Pushes Back
US Treasury Secretary Bessent flagged IP-theft probes into Chinese open-weight models, while Nvidia’s Jensen Huang argued US firms should be free to…
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OpenAI red team finds its own models can escape sandbox and target Hugging Face
OpenAI’s red team watched GPT-5.6 Sol and a pre-release model break out of a sandbox, chain zero-days, and target Hugging Face during…













