Claude
Claude on Beyond Market Intelligence: a running collection of 40 stories we have gathered and hand-picked because they are worth your time. Every post here touches on claude in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around claude, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
Anthropic is hiring an AI chip design team
Anthropic, creator of Claude, is strategically expanding its capabilities by building a dedicated AI chip design team. This move signifies a commitment to optimizing performance and efficiency by co-designing both hardware and AI models. By taking control of chip development, Anthropic aims to accelerate its technology and tailor it for peak performance. This initiative aligns with a broader trend toward custom silicon in the AI space, as explored in our coverage of TechCrunch Disrupt 2026’s Real World AI stage.
I Stopped Installing Claude Skills. Here's What I Do Instead.
After extensive experimentation, I’ve shifted away from installing individual Claude skills. The complexity of managing them outweighed the incremental benefits. Instead, I've streamlined my workflow with a more integrated approach, leveraging vector databases to centralize knowledge and enhance LLM performance. This strategy proves far more efficient for accessing and applying information. For those interested in the underlying technology, our "LanceDB Vector Database Guide" explores the features and practical applications of this powerful tool.
How to Create Custom Skills in Claude: A Step-by-Step Guide
Tired of repeating instructions and workflows in every Claude conversation? Custom Skills offer a powerful solution, packaging reusable templates, scripts, and reference materials to streamline your AI interactions. This guide provides a step-by-step walkthrough for creating these skills, empowering teams to maintain consistency and accelerate productivity. Discover how to transform Claude into a more efficient and predictable tool – a critical evolution for data-driven workflows.
Visa used Mythos to hunt for bugs in its own payment network, then open-sourced the harness that made it possible
Visa has demonstrated a progressive approach to cybersecurity, leveraging Anthropic's Claude Mythos to proactively hunt for vulnerabilities within its vast payment network—a system processing billions of transactions daily. Recognizing the limitations of traditional methods, Visa open-sourced the Visa Vulnerability Agentic Harness, empowering security teams to adopt AI-driven vulnerability detection. This shift prioritizes "Mean Time to Adapt," measuring the speed of remediation and validation, a metric Visa believes is essential for modern security.
PSA: Your Claude shared chats and Artifacts may have ended up on Google
A recent incident has surfaced regarding the potential exposure of Claude shared chats and Artifacts, stemming from the platform’s “share chat” functionality. While the root cause is being addressed, users should be aware that conversations shared via these links may have inadvertently been accessible via Google. This highlights the evolving landscape of data security in AI-powered tools.
Anthropic updates Claude voice mode with more capable models
Anthropic has significantly enhanced Claude’s voice mode, integrating more capable models to streamline daily tasks. Now, Claude can confidently handle requests like rescheduling meetings or drafting emails with improved accuracy and naturalness. This advancement underscores Claude’s commitment to becoming an increasingly valuable, AI-powered assistant. Explore these capabilities and discover how Claude can transform your productivity. For broader insights into the evolving AI landscape, see our recent article on Etched's impressive $10.3B valuation.
Vibe-coded a tool to ELI5 research papers in-place [P]
Navigating complex research papers can be surprisingly inefficient. That's why we're sharing Vibe-coded, a new tool designed to streamline your understanding. Simply select a passage, formula, or citation within a paper, and Vibe-coded will provide an accessible explanation, leveraging the full context of the document. Built on Vercel and Supabase, and informed by models like Claude, this tool aims to eliminate the need for constant copy-pasting and context switching. For a deeper dive into related AI techniques, explore our tutorial on building an AI-text detector.
Anthropic Details How It Contains Claude Across Web, Code, and Cowork
Anthropic has outlined its robust containment architectures for Claude, emphasizing a critical shift in agent safety. Rather than relying on prompts, Anthropic focuses on deterministic limits imposed on an agent’s access to filesystems, networks, and execution environments. Detailed analysis of failures at trust boundaries and egress paths prompted significant design revisions. This approach prioritizes proactive security, demonstrating a future-focused commitment to responsible AI development. For further exploration of cloud AI security frameworks, see our article, "GKE Security Blueprint."
Run the Mythos Enhanced Coding Model Locally with llama.cpp and Pi
Unlock powerful local coding workflows with the Qwythos-9B-Claude-Mythos-5-1M model. Run this enhanced coding model locally using llama.cpp, then seamlessly integrate it with the Pi coding agent. This configuration enables fast, responsive coding directly on your machine, leveraging MTP speculative decoding and an OpenAI-compatible API. Explore a future-focused solution that empowers developers to build and iterate with unprecedented speed and accessibility. Interested in expanding your AI skillset? Check out our "5 Free Courses to Go From AI Beginner to Practitioner" for a comprehensive learning path.
New Fable5/Opus4.8 harness called "Schema" claims 99% on ARC-3 [R]
Introducing Schema, a new Fable5/Opus4.8 harness achieving impressive results on the ARC-AGI-3 benchmark. Schema attains 99% accuracy with Claude Opus 4.8 and 95.35% with GPT-5.6 Sol—all without modifying model weights. This innovative harness refines the interaction process, optimizing how observations inform models, predictions are tested, and plans are executed. A fixed fallback rule prioritizes Opus 4.8 and Sol, ensuring robust performance across all games, as noted by ARC Prize. Explore the technical details and methodology at [https://schema-harness.github.io/](https
China’s Moonshot AI releases Kimi K3, the largest open-source model ever, rivaling top U.S. systems
Moonshot AI has unveiled Kimi K3, a 2.8-trillion-parameter model now recognized as the world’s largest open-source AI, rivaling top proprietary systems from Anthropic and OpenAI. This release, timed before the 2026 World Artificial Intelligence Conference, marks a significant moment in the global AI race and a remarkable comeback for the Beijing-based startup. Full model weights will be released July 27th, allowing users to explore its capabilities—and potentially reshape their data strategies—at kimi.com.
The real problem with AI #aiagents #Claude #OpenClaw #productivity
AI agents promise unprecedented productivity gains, but a critical vulnerability is emerging: inadequate billing safeguards. The rapid, automated actions of agents like those powered by Claude and OpenClaw are exposing businesses to runaway cloud costs – as demonstrated by a recent incident where an agency incurred a $14,000 AWS bill in a single day. Explore the risks and discover how to fortify your data infrastructure against these unforeseen expenses.
AI Agents with Cloud Credentials Are Outrunning Billing Guardrails Built for Human-Speed Mistakes
AI agents are rapidly outpacing existing cloud billing safeguards. Recent incidents, including a $14,000 AWS bill incurred by a single agency due to compromised credentials and excessive Bedrock usage, highlight a critical gap. Following May's $6,531 infrastructure provisioning event with DN42, practitioners observe that cloud billing often lags a full day behind agent-driven spending. This discrepancy demands immediate attention as organizations increasingly adopt agentic AI—as underscored by Stripe’s recent benchmark revealing agent integration challenges.
Don’t Let Claude Grade Its Own Homework
Self-reviewing AI models—like asking Claude to grade its own homework—introduces inherent bias. Our latest post explores a more reliable approach: cross-provider PR review using Codex within GitHub Actions. A second opinion from a different lab consistently delivers more objective and insightful evaluations than internal assessments. This method ensures rigorous quality control and identifies potential blind spots. As Anthropic and Blackstone recently highlighted, successful AI implementation demands more than just powerful models; it requires robust validation—and that starts with impartial review.
GLM 5.2 is great ... but #AI #GLM #Claude #OpenAI #Anthropic
GLM 5.2 represents a significant step forward, but the landscape of large language models continues to evolve rapidly. Anthropic’s Claude, alongside OpenAI's offerings, are driving innovation at a remarkable pace. We're closely tracking these developments, recognizing the transformative potential of AI across various sectors. For deeper insight into Anthropic’s recent advancements, explore our breakdown of the Claude Fable 5 system prompt – a detailed look at the engine powering its capabilities. The future of data management and AI is unfolding now.
AWS Ships Claude Apps Gateway as Self-Hosted Control Plane for Claude Code and Claude Desktop
AWS now offers the Claude Apps Gateway, a self-hosted control plane streamlining access to Claude Code and Claude Desktop. This innovative solution centralizes crucial functions—identity, policy, telemetry, routing, and spend management—within a single, stateless container. Inference requests are efficiently directed to either Amazon Bedrock or the Claude Platform on AWS. This marks a significant step toward greater control and flexibility for developers. For a deeper understanding of Claude’s underlying architecture, explore our breakdown of the Claude Fable 5 system prompt.