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Search results for Claude Opus 4.6

AI & Enterprise

Xiaomi research team unveils \'HarnesX\' auto-evolution framework for AI agent harnesses

A Xiaomi research team has unveiled \'HarnesX,\' a framework that automatically improves AI agent harnesses without changing the underlying model, VentureBeat reported. A harness links large language models to external environments and includes prompts, tools, memory management and execution flow. HarnesX uses a modular design and an AEGIS optimisation engine. In tests across 15 model-benchmark combinations, it improved performance in 14, averaging a 14.5 percent gain.

Crypto

Anthropic releases one-month report card for Mythos, says patch process needs overhaul

Anthropic said its Project Glasswing, involving 50 institutions and companies using the Mythos Preview AI model, found more than 10,000 high-risk or critical software vulnerabilities in a month. In a report, it said security progress now depends on how quickly AI-found flaws are verified, disclosed and patched. It shared results from Cloudflare, Mozilla, Microsoft, Oracle and Palo Alto Networks, and warned that long gaps between discovery, patch creation and deployment increase risk.

AI & Enterprise

Cerebras compresses 163 seconds into 5 seconds, says GPU era is over

AI chip designer Cerebras put the 1 trillion-parameter open-weight model Kimi K2.6 into its enterprise inference service and achieved 981 tokens per second, a pace it says is the world’s fastest. It also cut the time to complete 500 output tokens from a 10,000-token input to 5.6 seconds, versus 163.7 seconds on the official Kimi endpoint. The company is pursuing an IPO and reported 2025 revenue of $510 million and net profit of $238 million.