StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents
2026-07-28T08:51:39Z•871499a2a00f280669fa225bf10a151bbbd65e58e6a32d26b20bb7a04aa41913
AI safetyLLM agentsarXivautomated testingclinical machine learningcode generationfault diagnosismetamorphic testingquantum computingsoftware engineeringtest hardening
What happened
The document is an arXiv computer-science/software-engineering feed covering research on computer-use agents, LLM code generation and testing, assumption tracking, clinical ML validation, log fault diagnosis, and quantum-program testing. It reports methodological findings and proposed frameworks rather than disclosed security vulnerabilities or exploitable software flaws.
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_se
- Record identifier
- 871499a2a00f280669fa225bf10a151bbbd65e58e6a32d26b20bb7a04aa41913
- Enrichment time
- 2026-07-28T08:51:39Z
- AI-assisted enrichment
- Yes
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