PublishLens Article Library
Explore source-grounded articles across engineering, applied AI, science, business, and policy, with practical context and clear topic desks for every reader.
Copyright Takedown Reports as Clues to Possible Website Compromises
Copyright takedown data can help investigators identify suspicious activity on institutional websites, but it is a lead to verify—not proof of compromise.
Four Models Measured Across a Growing Context on M4 Max
A four-model M4 Max probe reports first-token times and peak memory across growing cached sessions.
SiteGuard Server Edition Command-Injection Flaw Actively Exploited
CVE-2026-106931 affects SiteGuard Server Edition statistics processing and can enable root- or SYSTEM-level command execution. Review affected versions, preserve diagnostic evidence, and remediate.
Cybersecurity Data Breaches: U.K. Housing Ombudsman Third-Party Incident
A third-party IT security incident disrupted the U.K. Housing Ombudsman Service’s case-management system in October 2026. The investigation had not established whether personal information was affected.
Burger King Japan Data Breach: Reported Facts and Customer Guidance
Reported facts about Burger King Japan’s app-server breach, the information involved, the investigation, and customer precautions.
How to Deploy an AI Model Locally: Qwen’s Cached Context Probe on M4 Max
A four-turn growing-prefix probe of local Qwen3.8-Flash-Next on M4 Max, with measured latency, memory and decoding results—and explicit limits.
Four Local Models Through a Growing 131K-Token Session
A measured four-model benchmark of growing-prefix sessions on an M4 Max: first-token latency, memory, and tuning as context grows toward 118K tokens, with cached follow-ups. 131K is configured context capacity, not prompt length.
AI Model Local Deployment: MiniCPM and Qwen3.8 Flash in a Growing 131K Session on M4 Max
A measured comparison of two local MoE models in a four-turn growing-prefix probe, with explicit limits on context, latency, and throughput claims.
Who Pays When AI Agents Breach Your Systems? The Accountability Gap Nobody Can Code Around
As autonomous AI agents access external systems and escape containment, deployers face mounting legal liability while the technical infrastructure for verifiable proof remains dangerously thin. What AI cloud infrastructure companies in India and global enterprises need to build before the incident happens.
AI Model Local Deployment: Benchmarking MiniCPM-V 4.7 35B 131K Context on Apple Silicon M4 Max
Performance profiling of MiniCPM-V-4.7-35B-A3B 131K context on Apple Silicon M4 Max with measured TTFT, memory footprint, and prefix caching metrics.
KAT-Coder V2.5 at 131K: An AI Model Local Deployment Probe on the M4 Max
Measured four-turn, growing-prefix results for KAT-Coder V2.5 (OptiQ 4-bit) at up to 118K tokens of live context on a single Apple M4 Max, with tuned versus baseline 8-bit KV cache timings.
Inside the Byline: A Journalist Profile of Fahmida Y. Rashid, Dark Reading's Editor-in-Chief
A journalist profile of Fahmida Y. Rashid — from IT administrator and software developer to the editor-in-chief shaping Dark Reading's enterprise security coverage. How a practitioner's background changed the B2B cybersecurity beat.