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.
Rebuilding AI from the Ground Up: How Oscillator-Based Computing Could Slash Power Use by 1,000x
Naveen Rao's startup, Unconventional AI, is betting on a radical oscillator-based architecture to cut AI's energy consumption by 1,000x. With a working image-generation model and plans for custom chips, the company aims to redefine AI hardware.
The Agentic Shift: Architecting Memory for Persistent AI Systems
As AI workloads shift from transient exchanges to persistent agentic systems, GPU memory bottlenecks become the primary architectural challenge requiring new context tiers.
AWS Lifts AgentCore Quotas Fivefold — What It Means for Production AI Agents
AWS has raised default runtime quotas for Amazon Bedrock AgentCore by up to five times, removing a major bottleneck that was forcing enterprises into quota-increase cycles when moving AI agents from pilot to production.
Breaking the Wrapper: How Xiaomi’s HarnessX Rewrites Agent Scaffolding at Runtime
Xiaomi’s HarnessX framework dynamically modifies AI agent wrapper code mid-task, delivering a 14.5% average performance increase and 44% jumps for smaller models.
Alibaba Accused of Massive Scraping Campaign Against Claude AI
Anthropic alleges that Alibaba used 25,000 fake accounts to scrape 28.8 million queries from its Claude AI model, aiming to replicate its capabilities through model extraction.
Beyond Broca: Mapping the Brain's Hidden 17-Node Linguistic Network
A MIT-led analysis of 772 brain scans reveals a sophisticated, distributed language network that includes the cerebellum and hippocampus, overturning long-held beliefs about where language lives.
Why We Double Down: The Psychology of Sticking With Bad Decisions
We've all been there — staying in a dead-end job, finishing a terrible book, or clinging to a failing plan. The sunk cost fallacy explains why past investments hijack our future choices, and how recognizing the bias can set us free.
Beyond the Beat: How Infants Bridge Music and Movement in Their First Year
A new study leveraging EEG and AI motion-tracking reveals that while infants process music early, the sophisticated neural pathway required to translate musical perception into movement doesn't fully mature until around 12 months.
The GitLost Loophole: Turning Public GitHub Issues Into Secret Data Exfiltration Pipelines
A deep dive into the GitLost vulnerability, where researchers at Noma Security demonstrated how prompt injection attacks over GitHub's Agentic Workflows allow unauthenticated actors to retrieve private repository files by opening public issues.
Savi Security Addresses AI-Powered Fraud with New Consumer Protection App
Savi Security has raised $7 million in seed funding and is launching its iOS and Android app, designed to protect consumers from sophisticated AI-generated scams like voice cloning and phishing.
Spanish Police Bust Pro-Russian Hacktivist Affiliate in Palencia
A Spanish man’s arrest in Palencia links logistical networks to CyberArmy of Russia Reborn, exposing how hacktivist fronts support critical infrastructure attacks.
Januscape: A 16-Year-Old Linux Kernel Flaw That Lets Guests Burn Down the House
CVE-2026-53359, dubbed Januscape, is a use-after-free flaw in the Linux kernel’s KVM shadow MMU that lets guest VMs escape to the host on Intel and AMD systems, exposing decades-old infrastructure to full compromise.