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Vals, a San Francisco startup, has secured $40 million in Series A funding led by Andreessen Horowitz to revolutionize AI benchmarking. The company aims to replace outdated, manipulable evaluation systems with rigorous, confidential, and task-specific assessments for AI models. Vals' approach focuses on real-world impact across industries, seeking to become the trusted standard for AI accountability and public trust.

Tom's Hardware, celebrating 30 years, is a trusted source for unbiased PC hardware reviews and deep analysis. From challenging Intel to offering premium data tools, it remains an indispensable resource for enthusiasts and pros.
Intel's Binary Optimization Tool (BOT) significantly boosts Geekbench 6.3 scores by up to 30%, primarily through aggressive instruction vectorization. However, BOT is opaque, supports only a handful of applications, and introduces a startup delay. This leads to concerns about fair benchmarking, as it measures peak rather than typical performance, creating an unrealistic advantage for Intel CPUs against competitors.