#Claude
333 related articles
Letting Claude Run Indefinitely: Three Key Loops for Long-Horizon Agent Tasks
How to let Claude Agent run autonomously for long periods: from RLVR principles to the four-step loop of tedious task selection, automated verification design, tool supply, and bottleneck questioning—plus a review of TS Rust, Lust, and Skate 3 Bench's real costs and limitations.
Anthropic Expands GSA Partnership to Bring Claude to All Levels of Government
Anthropic expands its GSA partnership to bring Claude to federal, state, and local agencies. Analysis of the impact on government AI adoption, compliance, and the ToG competitive landscape.
Early Progress in Accelerating Drug Discovery with Claude
Anthropic shares early progress in using Claude to accelerate drug discovery, exploring large models' potential in literature analysis and hypothesis generation, while facing accuracy and interpretability challenges.
Claude Opus 5.5 Accused of Rewriting Math History? Reddit Buzzes
Reddit buzzes over Claude Opus 5.5's claim of possibly the most important single day in math and TCS history, but the post lacks concrete proofs. This analysis examines the claim's credibility, polarized community reactions, and the key step of verifying AI math results.
Anthropic Accused of Training Claude on Stanford Professor's Books: Copyright Controversy Reignites
Anthropic is accused of training Claude on Stanford professors' books without authorization, reigniting AI training data copyright disputes. This article analyzes the background, academic content copyright dilemmas, and implications for the AI industry.
Claude Sonnet 5.5 Error Spike Triggers Urgent Official Investigation
Claude Sonnet 5.5 shows abnormally high request error rates; official status page marks it as identified and under investigation. This article covers the incident progress, impact on developers, and recommendations.
After Screen Cracks, Claude Helps Windows Fit the Usable Area
A Reddit user shares how they used Claude to adjust window layouts and avoid the damaged area after their screen cracked. This article analyzes the potential and limits of LLMs as system configuration assistants, and explores AI's practical use in working around hardware failures.
Claude Sonnet 5.5 Outage: What It Reveals About AI Service Stability
Claude Sonnet 5.5 had elevated request error rates, with the official status page recording the full timeline from investigation to resolution. This article reviews the incident, analyzes the response pace, and summarizes stability practices for developers relying on LLM APIs—including retries, fallback, and status page monitoring.
Claude Tag API Released: Manage Claude in Slack Channels with Code
The Claude Tag API beta is released. Enterprise admins can enable Claude per Slack channel via code, set instructions and models, define guest policies, and mount Access bundles for code-based, scalable, and compliant AI assistant management.
Claude Suddenly "Throws Punches": When AI Assistants Stop Being Compliant
A viral Reddit post "Claude throwing punches out here" sparks discussion: why do users feel both startled and resonant when Claude gives blunt, sharp responses? This article analyzes the style tension as LLMs shift from "docile assistant" to "trustworthy partner," plus practical implications for prompting.
Claude 2026 Best Practices: Delete CLAUDE.md and Let Agents Manage Agents
Claude Code head Boris Cherny suggests regularly deleting CLAUDE.md and rebuilding instructions via ablation. This article breaks down five Claude best practices for 2026.
5 Claude Prompts to Build Web Apps with Zero Code
A YouTube creator shares 5 Claude prompts paired with Artifacts for zero-code web app building: from a 10-feature spec, single-page Tailwind UI, local storage, and QA edge-case testing to an agents.md automated acceptance gate, with a full breakdown of the approach.
When Claude Mistook Beef Tataki for a Cyberattack: Deconstructing an AI Safety False Positive
A Reddit user asked Claude for a beef tataki recipe and triggered cybersecurity guardrails, sparking community discussion on AI safety filter false positives. This article analyzes causes like memory context contamination and keyword false triggers, and offers practical tips such as turning off memory and adjusting phrasing.
Anthropic Confidentially Files for IPO, Plans to List on Nasdaq Under Ticker ANT
Anthropic has confidentially filed an S-1 with the SEC to list on Nasdaq under ticker ANT, potentially beating OpenAI to become the first publicly listed frontier AI lab.
Claude Fable 5.1 Incident Review: 21-Minute Error Window and Rapid Fix
Claude Fable 5.1 saw elevated error rates on Oct 25. The official status page logs a ~21-minute timeline from Investigating to Resolved. This review covers key milestones, status page wording, and practical advice for developers on log tracing, retry strategies, and fallback plans.
Claude Managed Agents in Practice: Self-Correction + Long-Term Memory
Based on an Anthropic live workshop, this article explains how Claude Managed Agents build research agents with self-correction and long-term memory, covering multi-agent collaboration, Outcomes self-supervision, Vaults credential security, and custom orchestration.
Claude Detects Early Signs of Sepsis, Reddit User Says AI Saved Their Life
A Reddit user shared symptoms of sudden difficulty urinating and confusion late at night; Claude identified possible sepsis and urged immediate medical care, which doctors confirmed could have been fatal if delayed. Exploring AI's potential and limits in health early warning.
Claude Duet Proactive Agent Launches: AI Confirms With You Before It Starts Working for You
Anthropic launches proactive agent app Claude Duet, which confirms with users before acting; Claude Security continuous scanning opens public beta, alongside local coding model Flint and a new Cloud API version.
Anthropic Launches Claude Duet: A 24/7 Cloud-Based Personal Assistant
Anthropic releases Claude Duet research preview, a 24/7 cloud-based personal assistant powered by Opus 5.5. This article analyzes its core features, security design, early limitations, and comparison with Grubot and OpenAI Dots.
Anthropic Launches Proactive AI Agent Claude Duet: Always-On in the Cloud, Takes Initiative
Anthropic releases proactive AI agent Claude Duet, always-on in the cloud with 24/7 background inspection and proactive reporting. This article analyzes its three-step workflow, virtual card payments, and three key limitations: timeliness cost, misjudgment risk, and authorization barriers.