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.
Cybersecurity Data Breaches Expose the Blind Spot at the Heart of Vendor Trust
The arrest of Edward Dubrovsky — a well-known ransomware negotiator — reveals how organizations routinely hand attackers the keys to their own incident response program.
Folding Privacy Risk Into the Security Decisions You Already Make
How the NIST Privacy Framework and the Risk Management Framework let teams treat privacy as a standing risk, not a one-off compliance checkbox. Grounded entirely in accessible NIST sources, with a note on why this topic replaces an unverifiable credentials-based draft.
When defense contractor compromise halts federal bankruptcy noticing operations
A comprehensive expansion examining the October 2026 cyberattack on BAE Systems that disrupted the U.S. federal judiciary's Bankruptcy Noticing Center, analyzing third-party supply chain risks and public sector cybersecurity data breaches.
When the Builders Ask to Slow Down: Anthropic's Control Pivot and Your Agent Roadmap
Dario Amodei's call to shift from improving to controlling AI isn't just philosophy—it's a deployment signal. Here's what enterprise teams running AI agents should actually do about it.
When Passwords Still Reign: Uncovering MFA Bypass Risks in VPNs and Legacy Systems
An in-depth analysis of how attackers exploit MFA coverage gaps in VPNs, RDP, and legacy systems, examining why passwords remain a vulnerability and how organizations can audit and fix these blind spots.
AI Model Local Deployment Refresh: LFM2.5-24B-A2B Mixed 4/8-Bit vs Stock 4-Bit on the Standard v2 Suite
Like-for-like standard-v2 results comparing the LFM2.5-24B-A2B mixed 4/8-bit pack against the stock 4-bit pack on mlx-serve. Raw MMLU-Pro, GSM8K, coding, throughput, and memory numbers — no composite winner.
AI Cybersecurity Threats in 2026: A China-Linked Espionage Group Had BeyondTrust Remote Support Since August
CVE-2026-102764 sat exploited for nearly two months before BeyondTrust shipped a fix. Mandiant ties the campaign to ARMORY CASTLE, a China-nexus espionage actor. Here is what you need to know and what to do about it.
AI Model Local Deployment in Practice: Benchmarking Grug-35B-v2 MLX 4-bit on an M4 Max
A single-machine scorecard for the text-only Qwen3.5-MoE pack pgmharikrishnan/grug-35b-v2-MLX-4bit under mlx-serve v26.10.2 — quality, throughput, memory, and one honest gap.
AI Cybersecurity Governance: Before Agents Get System Access, Build Controls Around Identity and Actions
Comprehensive expansion of the SpendLens article on AI cybersecurity governance, guardrails, least privilege, identity controls, and monitoring for agentic AI systems, incorporating NIST, OWASP, Microsoft, McKinsey, and IBM perspectives.
Deconstructing Windows 10 KB5126657: An In-Depth Security & Compliance Analyst Review
An expanded security & compliance analyst review of Windows 10 KB5126657 extended security update, October's record-breaking 1,411 vulnerability fixes, zero-days, and enterprise deployment governance.
AI Cybersecurity Threats in 2026 Won't Wait While You Roll Back Windows Updates
Microsoft's emergency out-of-band patches fixed Remote Desktop Services and USB audio regressions from September's Patch Tuesday, but the patch gap they created is exactly the window AI-driven attackers exploit. Here is a practical guide to verification, detection, and hardening during the chaos.
AI Model Local Deployment, Explained: What mlx-serve Adds on Top of MLX
A technical explainer on mlx-serve as a local inference server for MLX-compatible models — why the serving layer is a separate thing from MLX, what it exposes, and how to deploy AI model weights you already have.