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A HEPA filter is a type of particle filter. Every air purifier has a particle filter, but not all are considered “true HEPA” filters. The specifications are determined by the US Department of Energy and require a minimum efficiency of 99.97 percent when filtering airborne particles of 0.3 microns. HEPA filters can remove dust, pollen, mold and bacteria.，更多细节参见新收录的资料
。新收录的资料对此有专业解读
A recent paper from ETH Zürich evaluated whether these repository-level context files actually help coding agents complete tasks. The finding was counterintuitive: across multiple agents and models, context files tended to reduce task success rates while increasing inference cost by over 20%. Agents given context files explored more broadly, ran more tests, traversed more files — but all that thoroughness delayed them from actually reaching the code that needed fixing. The files acted like a checklist that agents took too seriously.。关于这个话题，新收录的资料提供了深入分析
OpenClaw went viral earlier this year and basically became the standard-bearer for agentic AI tools. Last month, OpenAI hired OpenClaw's founder Peter Steinberger, who joined the company with a goal "to build an agent that even my mum can use."