Heavy-asset, low-obsolescence businesses such as ExxonMobil, Chevron, Waste Management, Safran and GE Aerospace are where the next decade's wealth will be built, as AI turns code into a commodity. Their moats are physics, regulation and scarcity: pipelines, landfill permits and jet engine certification take permits, capital and decades to build, and cannot be replicated by a founder with a laptop and an API key. Software's asset-light story is over. x.com 

The grid's communication and edge-intelligence layers hold value the market has not priced as utilities rebuild for AI data centers, EVs and two-way solar flows. Grid investment is forecast at $5.8 trillion over 2026-2035; transmission is already priced, as GE Vernova's 4.5x rise shows. Smart-meter networks from Itron and Landis+Gyr take years to replace, and edge AI, led by GE Vernova, Schneider Electric and Itron, is projected to grow from $15.5 billion in 2025 to $48.9 billion by 2030. x.com 

Keysight's gross margin expanding on fast revenue growth shows real chokepoint pricing power in AI test. Q3 FY26 gross margin reached about 69%, up roughly 140-150 bp from Q2's clean 67.6%, as revenue grew 36.5% to $1,846M; operating margin hit 33.2%, above its 31-32% long-term target. Orders rose 56% to $2,091M, though book-to-bill narrowed to 1.13, and Q4 EPS guidance of $3.34-3.40 tops the ~$2.68 consensus. Management says it spans pre-silicon design through manufacturing. x.com  x.com  x.com 

Europe's AI and tech names are the ones worth owning through 2030, unlike its boring banks, automakers and pharma. Picks: Nebius as a neocloud; Rolls-Royce for SMRs; Sivers, IQE, Aixtron, Nynomic and Soitec in photonics; BESI, ASML, SUSS MicroTec and LPKF in chip tools; Arm, Infineon and STMicroelectronics in chips; ABB and Schneider Electric in automation and power; Nokia in AI networking; Scottish Mortgage. Spotify is a great company but not a buy until next year amid the SaaS selloff. x.com  … Show more

Liquid cooling is becoming unavoidable for AI data centers: the newest chips run too hot for air, and water-hungry evaporative cooling faces community pushback from Texas to Arizona. Vertiv is the cleanest large-cap play and Modine the higher-torque pure play; Ecolab, Eaton, nVent, Delta Electronics and Supermicro add systems exposure. Asia Vital Components, Auras and Jentech lead cold plates, Dover and Parker Hannifin couplings, Alfa Laval heat exchangers, all paid whichever technology wins. … Show more

The biggest wealth is created by owning disruptive themes early, and this basket covers five of them: semiconductors (Nvidia, TSMC, Broadcom), memory (Micron, SK Hynix, Samsung), robotics (Nvidia, Tesla, Amphenol), the power grid (Eaton, Schneider Electric, Johnson Controls) and rare earths (MP Materials, China Northern Rare Earth). x.com 

AI data centers are hitting a power wall, which favors builders of heavy power and cooling hardware over chipmakers alone. Co-packaged optics let racks pack far more compute, but optical clusters draw enormous current, so new campuses need gigawatts the grid cannot supply, and utility hookups take 5-10 years. Vertiv supplies liquid cooling, Eaton and Powell switchgear and transformers, GE Vernova gas turbines for on-site power, and Bloom Energy fuel cells that skip the grid. x.com 

Vertiv and Vicor hold the leverage as AI's bottleneck shifts to rack-level power and cooling, whichever custom chip wins. Amazon CEO Andy Jassy said the bottleneck is no longer just chip availability but rack-level power delivery, thermal management and silicon efficiency, as AWS custom silicon hits a $25 billion run rate. At 100-plus kW and over 1,000 amps per rack, Vertiv's direct-to-chip liquid cooling and Vicor's vertical power delivery become critical; air cooling fails above 80-100 kW. … Show more