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.
Biomemory's DNA Shield and the AI Cloud Infrastructure Race Nobody Saw Coming
Biomemory launched DNA Shield as the first commercial product on its Molecular IT platform, following the Catalog acquisition and Laurent Guengant's appointment as CEO. The move signals a new frontier in AI cloud infrastructure — where data persistence meets quantum resistance.
Beyond Adoption: Why AI Cybersecurity Governance Defines the Next Maturity Phase
Exploring how enterprise AI has entered a rigorous maturity phase centered on governance, data integrity, and workforce readiness.
Evaluating Nemotron-3.5 Bolt 74B-A9B 131K Context Performance for AI Model Local Deployment
Measured performance of NVIDIA Nemotron-3.5 Bolt 74B-A9B 4-bit experimental conversion on Apple Silicon M4 Max across a four-turn growing-prefix probe up to 131K context capacity.
Beyond the Autonomous Edge: AI Security Infrastructure and Agentic Pentesting Blind Spots
Agentic pentesting can uncover complex attack paths, but safety and network limits leave gaps. Learn how layered AI security infrastructure combines autonomous testing, exposure validation, and breach simulation.
AI Cybersecurity Threats 2026: Drupal Patches Critical RCE Flaws Amid Automated Attack Fears
Drupal has patched two critical remote code execution (RCE) vulnerabilities in its core Field UI module and the contributed Entity List module, prompting urgent updates as AI cybersecurity threats accelerate automated exploitation.
AI Cybersecurity Threats in 2026: How Ad-Tech Became a Zero-Click Spyware Pipeline
Citizen Lab's AdFection report reveals that Candiru spyware reached Al Jazeera journalists through programmatic ad bidding — a zero-click attack that never needed a single user interaction. Here is what happened, how Discover-Tech powered it, and what the ad-tech supply chain looks like going forward.
AI Cybersecurity Threats 2026 Collide With Disclosure Gaps: Inside the Collabora RCE That Backdoored Nextcloud
CVE-2026-110447 sat unpatched in the wild for over a month. Here is what happened, why the gap between fix and CVE matters more than ever in the age of AI-assisted exploit development, and what Nextcloud admins need to do right now.
Converting a Hugging Face Model for mlx-serve: A Practical Guide to AI Model Local Deployment
A step-by-step field guide for adapting a public Hugging Face model to mlx-serve — architecture identification, preserving config and tensor names, quantization choices, validation, and benchmarking for reliable AI model local deployment.
Deceptive AI Branding and ClickFix Tactics: How Threat Actors Target Developers Through Trusted Channels
Comprehensive analysis of emerging campaigns impersonating popular AI developer brands using advanced ClickFix-like social engineering, ad abuse, and multi-layer redirects.
AI Cybersecurity Threats 2026: Candiru Spyware Deployed via Programmatic Ad Networks
Detailed analysis of how Candiru spyware targeted Al Jazeera Media Network via programmatic ad networks and zero-click ad-injection techniques in 2026.
Magento’s BlockStrap Flaw Puts Online Stores on a Patch Clock: Navigating AI Cybersecurity Threats in 2026
Expanded article on Magento BlockStrap vulnerability (CVE-2026-103849) and AI cybersecurity threats in 2026
AI Cybersecurity Threats 2026: BeyondTrust Remote Support Zero-Day Exploited by State-Sponsored Hackers
Comprehensive analysis of the BeyondTrust Remote Support zero-day exploit and edge device vulnerabilities in the context of 2026 AI cybersecurity threats, detailing actor TTPs, mitigation, and hardening practices.