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AI News Roundup: Grok 4.5 Hits Tesla, Perplexity's Orchestrator Beats Opus, and Meta Undercuts Pricing

Five stories moved the AI-coding world today. None are about a single model winning forever — they are about the ground shifting under who runs the ag…

news industry benchmarks launches

What ground truth caught that unit tests missed: 3 real bugs in 9 flagship lint rules

We added a npm run ilb:flagship:smoke gate to the quality script. It's small: for each flagship rule with a labeled corpus, run the rule against vulne…

staticanalysis eslint testing benchmarks

When Generic Benchmarks Fail: Building a Sales-Domain Evaluation Bench from Scratch

By Natnael Alemseged The gap that τ²-Bench retail cannot measure Tenacious is a B2B sales automation company. Its agent produces outreach emails for c…

machinelearning llm benchmarks ai