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.
OpenAI's Open Models Take Shape on Hugging Face
Organization profile of OpenAI on Hugging Face, documenting its open-weight models, community activity, and presence on the platform.
Global AI Computing Capacity Growth Since 2022: The 3.3x Annual Surge
Verified facts from Epoch AI data insights on AI chip production and total computing capacity growth from 2022 through 2024, showing approximately 3.3x annual growth in total available computing capacity from AI chips across all major designers.
gpt4all-j: Apache-2 Licensed Open Source Chat Model from Nomic AI
Research on the gpt4all-j model as an example of Hugging Face's mission to advance and democratize AI through open source and open science
Evolving Threat: North Korean IT Workers Refine Disguises, New Detection Emerges
North Korean operatives posing as IT workers are improving tactics aided by AI, but researchers say there are still ways to spot them before they do damage
Structuring Content for AI Search: Clarity, Formatting, and Hierarchy
Research findings on how LLMs interpret web content and the structural elements that improve AI citation, including heading hierarchy, paragraph formatting, lists/tables, semantic cues, and the role of schema markup.
5 FinOps Best Practices to Optimize Cloud Costs and Drive Efficiency Across Teams
Article outlines 5 FinOps best practices for cloud cost optimization, covering team structure, visibility, cost intelligence, waste reduction, and unit cost measurement — with relevance to engineering, finance, and product teams.
Community-Made LLM Chat Streaming Showcase on Hugging Face
A showcase of olivierdehaene's Hugging Face Space, where the community can discover and interact with multiple large language models through a shared streaming interface.
Engineering and Finance Strategies for Cloud Cost Control and Business Value
Key facts and verified claims from CloudZero's guide on cloud cost management, covering definitions, components, strategies, and the connection between cost tracking and business value for engineering and finance teams.
Cloud Economics Pulse February 2026 — AI/ML and Cost Structure Shifts
Monthly cloud economics analysis covering provider mix, service category spend, and AI/ML cost trends from CloudZero's February 2026 Pulse report
The 65B Fine-Tuned Champion and the 7B Base Merge King
A curated overview of the highest-performing fine-tuned (🔶) and base merges/moerges (🤝) models approximately 65B and 7B parameters, respectively, as ranked on the Hugging Face Open LLM Leaderboard collection as of March 2025.
187 npm Packages Compromised in Self-Propagating Shai-Hulud Attack
Security researchers uncovered a self-propagating supply chain attack that compromised 187 npm packages, dubbed Shai-Hulud. The malware harvests cloud credentials, injects GitHub Actions backdoors, and automatically spreads to other maintainer packages.
DeepSeek cache strategy in coding agents: what actually hits
How coding agent loops affect DeepSeek cache hit rates and what harness designs preserve prefix caching benefits