Tokenizers v1 promises 3-30x faster text encoding with a hand-written split function, a word cache for repeated words, and a merge loop that never touches the allocator. #Tokenizers #MachineLearning #PerformanceImprovement 🚀🔥

The debate heats up in California as board members clash over spending targets for Performance Improvement Plans—will compliance be measured by the original target or a new, more lenient benchmark?

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#CA #CitizenPortal #ComplianceRegulations #PerformanceImprovement

Stop counting NHS failures and start counting successes. Find the positive deviants, discover what they do differently, bottle the learning and spread it. That’s performance improvement, not performative management.
#NHS #NHSLeadership #PerformanceImprovement

Arbitrary expense reductions destroy the operational capabilities required to generate margin.

https://cxo.guru/performance-improvement-consulting

#BusinessLeaders #PerformanceImprovement #KPITrees #KamyarShah #WCG #VWCG