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#AI

English coverage of Elon Musk and AI news tagged「AI」.

Hacking Salesforce Sites With an LLM Agent

Hacking Salesforce Sites With an LLM Agent LLM Agent Hack
AI is transforming cybersecurity, with LLMs now used to find and exploit complex vulnerabilities in Salesforce sites. ShinyHunters and Reco demonstrate how LLMs can autonomously assess and exploit Salesforce Experience Cloud sites. An AI-powered agent can map attack surfaces, analyze data exposure, fuzz Apex methods, and generate working exploits without human guidance. The agent can even extract sensitive data and assess its severity, highlighting the growing threat posed by AI in cybersecurity. The research underscores the need for stronger defenses against AI-driven attacks.

AI Memory Is Still Thinking Like Search

AI Memory Is Still Thinking Like Search AI Memory Stil
AI memory systems have largely adopted a retrieval-based approach due to existing infrastructure and tools like embeddings and vector databases. This method, while practical and fast, has led to assumptions about how memory should function. However, recent benchmarks like PrecisionMemBench highlight issues with precision and eligibility in memory systems. The core challenge lies in ensuring only valid, current state is retrieved, not just relevant information. The field must shift from retrieval-based models to systems that enforce strict state boundaries for trust and reliability.

AI Is Bringing Mashups Back · Mark Wolfe's Blog

AI tools are making it easier for people to create mashups by combining data and APIs without needing extensive coding skills. These mashups, which integrate multiple data sources into useful tools, are becoming more common due to advancements in AI models and tools like Claude Code and Codex. The rise of mashups is leading to a surge in new applications and internal tools, as businesses combine data from various platforms to enhance operational efficiency. SaaS providers are seeing increased API and MCP usage while users rely less on their default interfaces. Platforms that prioritize composability, stable APIs, and security will better support this growing trend.

Tabby — Smart Tab Memory Manager

Tabby is a browser extension that manages memory by putting idle tabs to sleep, preventing browser slowdowns. It features a cat avatar that visually represents memory pressure. The extension works on Chrome, Edge, and Brave without requiring subscriptions or data collection. Tabby offers features like mood-based behavior, smart tab sleeping, and customizable settings. It ensures active and protected tabs remain open, with daily insights and intelligent autopilot for optimal performance.

Making Claude a chemist

Making Claude a chemist Claude tackles
Anthropic is enhancing Claude's ability to assist chemists by integrating chemical knowledge and improving its understanding of molecular structures. The effort includes evaluating Claude's performance on NMR spectra, a common analytical tool in chemistry. The study compares Claude models with traditional software like ChemDraw and MestReNova, showing that Claude can predict NMR spectra with high accuracy. The findings highlight the potential of AI to aid in chemical analysis, despite ongoing data challenges. This work marks the first step in a broader initiative to make AI more useful for chemists.

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