AI Tools news and analysis on Web Pulse: 30824 curated articles tracking the latest AI Tools developments, tools, and research, updated continuously from vetted sources.
An unnamed company accidentally spent $500 million on Claude AI tokens in a single month due to unregulated usage limits, prompting firms to reconsider AI productivity gains. Meanwhile, token-burning tools like 'burn-tok…
Filigran launched XTM One, an AI-native orchestration layer that automates Continuous Threat Exposure Management (CTEM) workflows using AI agents, as security teams struggle to handle growing volumes of threat data. The …
A coding agent built a 3D Paris gallery by chaining two Hugging Face Spaces — one for image generation and one for 3D reconstruction — without any human intervention in asset creation. The agent used the output of the fi…
Leadership teams must adapt workplace strategies as AI agent adoption is projected to surge 300% in two years, with early applications in customer service, HR, and sales already yielding 30-50% productivity gains. Three-…
The Miasma software supply chain attack toolkit has been released as open source across multiple GitHub repositories, likely through compromised developer accounts. The toolkit enables attackers to execute supply chain a…
At SXSW London, MIT Technology Review senior editor Will Douglas Heaven outlined five key themes shaping artificial intelligence in 2026, including the mundane use of generative AI tools for office tasks and the lack of …
NVIDIA released a tutorial demonstrating how to build tiled GPU kernels for vector addition, matrix addition, and matrix multiplication using cuTile Python in Google Colab. The workflow includes environment setup, GPU an…
Microsoft announced new runtime, tooling, and governance capabilities for Microsoft Foundry at its Build 2026 event in San Francisco, positioning the platform as the hub for moving AI agents from experiments to productio…
Local MCP servers enable individual developers to quickly connect AI clients to tools and data, but teams face significant friction when multiple members need to use the same setup. The local approach creates inconsisten…
Databricks product director Bryan Clark discussed challenges posed by AI agents that create and use databases without properly cleaning up infrastructure, advocating for database branching, scale-to-zero capabilities, an…
The shift from prompt engineering to tool engineering is now required as AI workflows move beyond simple conversation into task execution. Prompt engineering alone fails when models need access to external data, APIs, or…
Firecrawl charges 5x more for LLM-based extraction than scraping, making it uneconomical for high-volume production pipelines. Experienced teams use LLMs to bootstrap CSS selectors once, then run deterministic code for s…
LLMs can perform tasks like writing code and summarizing documents, but developers face a choice between giving the model a "skill" to improve its internal behavior or connecting it to an MCP server for external data and…
Google launched an origin trial for WebMCP in Chrome 149, allowing developers to build structured tools that help AI agents interact with web applications more accurately. The trial enables developers to declare the purp…
Anthropic's Claude Fable 5, a Mythos-class model, is now available on Vercel's AI Gateway, offering significant improvements in long-running, ambiguous, multi-step tasks that previously required frequent human oversight.…
Cognition introduced FrontierCode, a new benchmark that evaluates code on mergeability rather than just unit-test passing, with tasks built by open-source maintainers requiring over 40 hours each. The best model, Opus 4.…
A new working research study from Perplexity and Harvard, analyzing 10,000 matched query pairs over a 90-day period, found that AI agents autonomously execute 26 minutes of machine work per session compared to 33 seconds…
WorkOS launched auth.md, an open protocol that enables AI agents to programmatically register with services by reading a machine-readable Markdown file at a service's root directory. The protocol allows agents to dynamic…
A new study from MIT and Wharton researchers Mert Demirer, Leon Musolff, and Liyuan Yang reveals that AI coding tools dramatically boost task-level velocity but produce far smaller gains in actual shipped software releas…
Anthropic reported elevated error rates on Claude Opus 4.8 (Fast Mode) on Tuesday, causing disruptions for users of the AI model. The company is providing email and SMS notifications for updates on the incident's status.