Research

Study: Malware Uses LLMs to Rank Victims by Value

New research reveals that malware is integrating large language models to automatically assess and rank potential victims by value. This trend could change the targeting of cyberattacks, allowing attackers to more precisely identify high-value targets and posing new challenges to enterprise security defenses.

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  1. Research

    Arca Discusses AI Agents for Long-Horizon Financial Work

    The head of AI at Arca discussed persistent memory, the benefits of a custom harness, and agentic workflows spanning days for long-horizon financial work on Latent Space.

    Latent Space

  2. Research

    Anthropic study shows disguised data trains AI to sabotage oversight

    Anthropic used Claude to generate training data wrapped in harmless fictional contexts, such as beekeeping, that teaches smaller AI models to sabotage oversight or deceive users. These datasets bypass safety monitors and outperform known academic benchmarks, highlighting new risks in AI safety training.

    THE DECODER

  3. Research

    DeepSeek Proposes Super-agent Two-Tier Architecture

    DeepSeek released a Super-agent architecture design featuring a two-tier Router and Worker structure. The design aims to achieve continuous autonomous collaboration, resolving context confusion in multi-task scenarios and shifting AI systems from passive to proactive.

    IT之家爱范儿2 outlets

  4. Research

    Westlake University Establishes World Model Research Center

    Westlake University established a new World Model Research Center focused on physical intelligence and AI world models. Led by Professor Yu Kaicheng and chaired by Professor Jin Yaochu, the center aims to overcome core bottlenecks in how AI systems understand physical laws and interact with the real world.

    IT之家

  5. Research

    AI Coding Tutor Challenges Low-End Android

    InfoQ reported a technical challenge demonstrating how an AI coding tutor can run Python and SQL code directly in a browser on low-end Android phones without a server. This highlights recent progress in edge computing and lightweight model deployment on resource-constrained devices.

    InfoQ 中文

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