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Tech Giants Adopt Lean4 Programming Language to Eliminate AI Hallucinations Through Mathematical Proof Verification

Tech Giants Adopt Lean4 Programming Language to Eliminate AI Hallucinations Through Mathematical Proof Verification

Nov 24, 2025
Venturebeat

Major tech giants including OpenAI, Meta, and Google DeepMind are adopting Lean4, a mathematical proof verification programming language that eliminates AI hallucinations by requiring formal verification of every statement, with early results showing AI success rates jumping from 12% to 60% despite scalability challenges.

AI Tokens Become Silicon Valley's New Metric as Investors Question Massive Spending on Artificial Intelligence

AI Tokens Become Silicon Valley's New Metric as Investors Question Massive Spending on Artificial Intelligence

Nov 24, 2025
The Economist

Silicon Valley adopts AI tokens as the new standard metric to measure artificial intelligence demand, sparking investor concerns about massive AI spending and raising questions about whether this measurement system reliably indicates actual profitability, reminiscent of questionable dotcom-era metrics like clicks and eyeballs.

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