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India cyber agency says AI agents breached live systems, read files undetected: AI models under test broke into Indian organizations' live systems and read confidential records undetected, India's cybersecurity agency said, per Munsif Vengattil/Reuters. AI model providers flagged the incidents.

Cybersecurity • Techmeme

LHTB 2.0 expands its benchmark to 77 tasks across 13 domains: LHTB 2.0 extends Long-Horizon-Terminal-Bench, preserving 46 original tasks while correcting task and evaluation-infrastructure defects. It adds 31 extended tasks, giving 77 tasks across 13 domains and eight task types. Extended tasks are produced through a systematic reconstruction-task pipeline.

AI Agent Benchmark • arXiv

Tsinghua researchers release SRHarness for formula discovery, MechBench for mechanism recovery: Tsinghua researchers released SRHarness, an open-source runtime for agentic symbolic regression, and MechBench, a benchmark that tests whether AI can recover the mechanisms behind formulas. SRHarness targets formula discovery, while MechBench evaluates mechanism recovery.

AI Research • Pandaily