Columns™ Monthly –May 2024

Heat Pump sales down sharply – installer shortage – SUNz™ . . . heat pump economics Jamie & Warren right – a hard landing – AOF™ Why Warren sold AAPL – prepare for capital gains and other large tax increases (op) – AOF™ . . . Warren continues to sell high P/E stocks building cash to $189 billion – AOF™ Warren as bearish as he ever gets – AOF™ equipment makers having explosive growth It pays to scaleup or startup during recessions and hard landings – YLabs™ Teslas & GM will have V2™ 2025 – MG, Lightning, Leaf have now – SUNz™ . . . MG Mexico, America OpenAI is reportedly working on a new search engine Apple’s Siri is getting AI makeover – about time Source: AFP China’s chip

Austin to demolish convention center for development at the BJY (1992) First St. Bridge Deducing the Hamiltonian – quantum learning

XpertAI: uncovering model strategies for sub-manifolds – ENGINEERING – CS – AI Monitoring AI- modified content at scale – GOVERNMENT – CS – AI Try Perplexity if none other – ChatGPT v Gemini v Perplexity – 3AI™ BJYLabs . . . a real world test of these 3 GenAI’s near future is focused – education, niche tools, training, coding – 3AI™ BJYLabs – HEALTHCARE BUSINESS EDUCATION 140 of 150 – AI Try Perplexity if none other – ChatGPT v Gemini v Perplexity – 3AI™ BJYLabs – HEALTHCARE BUSINESS EDUCATION – AI . . . a real world, interesting test of these 3 Data-Centric Trustworthy AI – ENGINEERING – CS – AI Large language models predict human memory – COGNITIVE NEUROSCIENCE – AI Reviewing academic science writing from humans & GenAI – EDUCATION – AI The untrue opinion “nobody knows why GenAI works” – 3AI™ AI finds key signs that predict patient survival across dementia types – A4DP™ – MEDICINE & HEALTHCARE – AI Creating photos with AI realism – THE ARTS – AI

The best way to prevent diabetes type 2 Acute Kidney Injury With Semaglutide^ . . . and avoid these drugs Role of microglia in Alzheimer’s disease – A4DP™ Insomnia may predict drinking in adults – A4DP™ Memory self-test via smartphone can identify early signs of Alzheimer’s disease – A4DP™ Hawaii running out of water, no easy answers U.S. short 232 drugs, first time ever Gallup: What happiness means to our GenZ Source: Jinchao hou Immunotherapy for Alzheimer’s disease shows promise in mice – A4DP™ Genetic variant defends against Alzheimer’s disease – A4DP™ Higher genetic risk of obesity means working out harder for same results – A4DP™

Source: AFP U.S. delayed weapons shipment to Israel as a political message UK to expel Russia defense attache for intel role Old Ivy Leagues lose luster, New Ivies Vanderbilt, UT Austin, Rice, UMD, USC, UWisconsin- Madison and 12 more Russia has militarized and mobilized, the west has not Macron moves FL troops to Ukraine border Putin starts nuke tests

Source: GZERO Hamas agrees to cease-fire terms amid Israeli concerns of diluted deal

Source: CBO Is there a fix for U.S. $34 trillion on- books debt?

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