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Showing 37-54 of 57Results matching "Claude Code"

August 2026

18 stories
BenchmarkTools

InferenceX Adds 11 Telemetry Views to AgentX, Exposing What Benchmark Curves Hide

The new exploration layer makes cache setup, bursty subagents and queue behavior inspectable, but its best-curve design means readers must still examine each point’s underlying configuration before treating a curve as a like-for-like comparison. A throughput curve can make two inference systems look nearly identical. The distinction reflects the workload AgentX is designed to measure.

3 min readRead story
ViralTools

Watermarks Remover Tops 14,000 Stars; Claude’s Detector Isn’t Public

The project’s direct file-cleaning functions differ sharply from its experimental attempts to weaken embedded text and image marks. Guillaume Meyer’s Watermarks Remover has become a fast-growing open-source challenge to AI provenance controls. It can strip several inspectable file and text markers, while optional rewriting and image regeneration target harder-to-measure embedded signals.

2 min readRead story
BenchmarkModels

Inherent Says Its 27B Science Agent Beat OpenAI and Anthropic on Paper Replication

The company’s result centers on reproducing known findings, not making discoveries. Its next test is whether that training approach can move from replication to reliable new science. Inherent says its Faraday agent independently reproduced findings from published scientific papers without receiving the answers in advance, outperforming Anthropic ’s Claude Opus 4.8 and OpenAI ’s GPT-5.5 in the company’s evaluation.

2 min readRead story
Enterprise adoptionModels

Anthropic Gives Enterprise Teams Mythos 5’s Bug Hunt, Not Its Prompt Box

The public beta broadens access to a cyber-capable model, but keeps the critical control point intact: customers can receive vulnerability findings, not direct instructions to the model. Enterprise teams can now send GitHub repositories to Claude Security for vulnerability analysis powered by Claude Mythos 5. The feature is in public beta for Claude Enterprise customers.

4 min readRead story
LaunchInfrastructure

AWS Wants Data Agents to Write Pipelines, Then Stay Out of Production

The reference architecture uses models to draft data-engineering work, but makes human-reviewed code and policies—not live agent decisions—the default production layer. AWS ’s Agentic Data Operations Platform promises to reduce the manual work of bringing new data sources online. ADOP is an AWS reference architecture built on Amazon Bedrock and a coding tool chosen by the user.

2 min readRead story
Security riskInfrastructure

AI Agents Are Turning the Web Into an Infrastructure and Security Test

Autonomous systems are driving more model calls, more web activity and new shared-service risks—while the tools for proving who created online content remain incomplete. AI models are increasingly being built to accept a task, use tools and return with a result rather than sustain a conversation. The task replaces the prompt O’Reilly’s weekly AI roundup identifies a product shift toward autonomous work.

4 min readRead story
LaunchProducts

Binance Lets AI Agents Trade With User-Funded Exposure

Agent OS separates the controls Binance can apply to an account from the trading decisions made inside a user-selected AI application. Binance has launched Agent OS, allowing authorized AI agents to read market data, view account information and place trades for users. A limited account instead of full account access Agent OS connects AI applications and agents to Binance’s financial infrastructure.

3 min readRead story
ResearchTools

A Reporter’s LLM Wiki Speeds Recall. He Still Checks the Original Sources.

Casey Newton’s month-old Obsidian setup turns a long reporting archive and selected new articles into a navigable research system. It improves recall, but page maintenance, code repairs and source checking remain human work. Casey Newton has built a personal reporting wiki that turns his writing archive and selected new articles into linked Markdown pages, timelines and answers to questions.

3 min readRead story
ResearchModels

Claude’s New Text Watermark Will Steer Word Choices—and Test Whether Anyone Notices

Anthropic says its cryptographic text watermark will not affect quality, speed, or cost. The method’s limits—short passages, constrained answers, and substantial edits—will determine whether it becomes useful provenance infrastructure or a fragile compliance layer. Anthropic is building a watermark into future Claude text, but it will not be a visible label or hidden file tag.

5 min readRead story
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