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.
Building Agentic Data Platforms: Why Retrieval-Augmented Generation Demands Upstream Data Integrity
Enterprise RAG initiatives fail when data teams treat retrieval as a garbage cleanup layer. Here is how agentic data platforms enforce upstream data quality, schema integrity, and infrastructure-level security.
HollowGraph Malware Uses M365 Calendars for Covert C2: Analyzing AI Cybersecurity Threats
HollowGraph abuses Microsoft 365 calendar events via Graph API for stealth command-and-control. Here is a technical breakdown of its hybrid encryption, IPv6 DNS tunneling failover, and defensive practices.
Measuring What Search Tools Miss: An Agency Framework for Tracking Brand Presence in AI Chatbots
Digital marketing agencies are facing a surge in client demands to track brand presence across ChatGPT, Gemini, and Claude. Here is how to measure AI visibility using concrete metrics.
Architecting AI Trust: Four Knowledge Capabilities Every Security & Compliance Analyst Needs
A security & compliance analyst guide to building Brand Sovereignty through four core knowledge capabilities: completeness, connectivity, answer readiness, and governance.
Hotel Gateway DNS Poisoning Targets Microsoft 365: What Every Security & Compliance Analyst Must Know
Attackers are altering hotel Wi-Fi router DNS settings to trick remote workers into fake Microsoft 365 logins and OAuth device code prompts. Here is how a security & compliance analyst can harden endpoints.
How a Security & Compliance Analyst Reframes Regret into Post-Mortem Growth
Exploring the psychological nuances of regret through the lens of incident response. From ruminative self-flagellation to productive post-mortems, how security analysts turn missteps into systemic operational resilience.
Market Data Feeds and Delays: A Security & Compliance Analyst Guide to Real-Time vs Consolidated Feeds
Real-time stock quotes often reflect only single-exchange trades, while comprehensive multi-market quotes carry a mandatory 15-minute delay. Here is how a security & compliance analyst evaluates market data dissemination, feed architecture, and system auditability.
From Chaos to Clarity: A Better Way to Do Multi-Channel Marketing
A practical guide to simplifying multi-channel marketing: define channel roles, align brand messaging across platforms, and move beyond last-click attribution.
Beyond the Single Trace: Why Scoring AI Agent Conversations In Isolation Masks Systemic Failure
At VB Transform 2026, engineering leaders from LangChain, Conviva, and CoreWeave explained why trace-level LLM scoring conceals critical product bugs—and how contrastive cohort analysis and containerized evals fix it.
Quantum Integrity: How Hardware Engineers Verify the Unverifiable
How hardware teams, theorists, and cryptographers validate quantum computational results when classical simulation is no longer physically possible for high-qubit systems.
Cognition Buys Poke in Nine-Figure Deal to Give Coding Agents Personality
Cognition has acquired Poke's creator, The Interaction Company of California, in a low nine-figure deal. The acquisition brings conversational personality and session orchestration to Cognition's Devin coding agent.
The Agent Era Moves Past the Framework Wars: Focus on Context and Resilience
The debate over AI agent frameworks is dead. Success now demands focus on context curation, recovery, and sensible architecture.