Where the math is defensible.
Long-form research on live enterprise decisions. Publication is selective. Every number traces to a named source. No takes without evidence.
The AI advertising shock: how generative search is rewiring the 700 billion dollar attention economy
Google Search ad revenue ran 198 billion dollars in 2024, a 12 percent gain that masks a structural threat. ChatGPT, Perplexity, and Claude are bleeding off the high intent query layer, AI Overviews are eroding publisher click through, and a federal judge has ruled the search monopoly illegal. The next two years rewrite the unit economics of every ad funded business on the internet.
Digital advertising sits at roughly 700 billion dollars globally, and roughly half of that pool routes through one query box at Mountain View. Alphabet reported 198 billion dollars in Google Search and other advertising revenue for 2024, up 12.5 percent year over year, with Q4 alone at 54 billion. Yet three forces are converging on that n...
AI inference economics in 2026: GPT, Claude, Gemini, and the pricing war that is rewriting the application stack
Token prices are falling roughly 10x per year at constant capability, the marginal frontier provider is now a Chinese open weight lab, and hyperscaler capex is committing 325 billion dollars to a market where the unit price keeps collapsing.
Inference is the largest unsolved cost line in enterprise AI. Output token prices for frontier general capability have fallen from 60 dollars per million in 2023 to between one and three dollars in 2026, a roughly 20 to 60 fold compression. Epoch AI estimates a 10x annual decline at constant capability, sustained for three years, driven b...
ASEAN Sovereign AI in 2026: Models, Compute, and the Regulatory Patchwork
Singapore is buying TPU access while building SEA-LION, Indonesia is shipping Sahabat-AI in five languages, Thailand is scaling Typhoon, Malaysia is funding chips, Vietnam is exporting PhoGPT, and Manila has finally passed an AI Act, but the United States Diffusion Rule and a fragmented data sovereignty regime put a ceiling on the regional ambition.
Across 2025 and into 2026, every large ASEAN economy moved from announcement to delivery on sovereign artificial intelligence. Singapore is executing the December 2023 National AI Strategy 2.0 (NAIS 2.0) under AI Singapore (AISG), with the SEA-LION family now in its third generation and a S$1 billion Strategic AI Compute fund underwriting...
Brussels Switches On the AI Act: What 2 August 2026 Actually Changes
The high-risk obligations of Regulation 2024/1689 come into force this August, the AI Office begins its first GPAI audits, and twenty-seven national regulators arrive at the starting line at very different speeds.
The EU AI Act entered force on 1 August 2024 with a phased calendar that has now reached the most consequential threshold. Prohibitions on social scoring and untargeted scraping for facial recognition databases applied from 2 February 2025. General-purpose AI obligations under Article 53 applied from 2 August 2025. On 2 August 2026 the hi...
India's GCC Explosion: From Cost Arbitrage to AI Capability
Roughly 1,700 Global Capability Centers, 1.9 to 2.0 million seats, and 64.6 billion dollars of FY24 export revenue have rewritten the offshore services map. The 100 billion dollar 2030 target is now the floor case, not the stretch.
India's Global Capability Center base has expanded from roughly 1,500 centers in 2023 to about 1,700 in early 2026, employing 1.9 to 2.0 million people and exporting 64.6 billion dollars in FY24, on track for a 100 billion dollar 2030 print. Goldman Sachs, JPMorgan, Wells Fargo, Walmart, and Target have moved AI and ML model engineering, ...
Robotaxi economics in 2026: Waymo scales, Tesla bets on a 30 thousand dollar Cybercab, and the ride-hailing margin pool starts to crack
Waymo crossed 200 thousand paid rides per week in late 2024 across four metros, GM wound down Cruise in December 2024, Tesla unveiled the Cybercab in October 2024 with a 2026 production target, and the unit economics of US ride-hailing are about to be repriced by fleets that no longer pay drivers.
Robotaxi service is no longer a demo. Waymo One reported more than 200 thousand paid trips per week by Q4 2024 across Phoenix, San Francisco, Los Angeles, and Austin, and disclosed in February 2025 that it had served more than 4 million paid rides in 2024. GM stopped funding Cruise in December 2024 after a 10 billion dollar cumulative spe...
UAE 2026: Oil Revenue, ADIA Reset, Abu Dhabi's AI Bet, and Dubai's Trade Hub
Diversification has moved from rhetoric to balance sheet. We map the macro-financial implications of falling oil dependency, sovereign portfolio rebalancing, the G42 and Microsoft partnership, and Dubai's logistics franchise as the federation enters a new investment cycle.
The United Arab Emirates enters 2026 with a non-oil economy that finally drives the majority of growth, sovereign wealth funds rotating out of public equities and into private credit and artificial intelligence infrastructure, and a tax regime that has settled after the introduction of the 9 percent federal corporate income tax. Athena an...
UAE G42, sovereign AI ambitions, and the US China tech triangulation through 2026
G42 spent 2024 and 2025 converting Abu Dhabi political capital into US compute access, Chinese hardware divorce, and a balance sheet position inside the largest AI deals on the planet. Microsoft put 1.5 billion dollars on the cap table in April 2024, the Bureau of Industry and Security wrote a Diffusion framework in January 2025 that named the UAE explicitly, and Stargate UAE pushed five gigawatts of campus capacity to Abu Dhabi. The story is no longer whether the Gulf builds sovereign AI. The story is whose chips, whose models, and whose security guarantees the buildout runs on.
G42 was incorporated in Abu Dhabi in 2018 as a Mubadala adjacent holding company chaired by Sheikh Tahnoon bin Zayed Al Nahyan, the UAE National Security Advisor and brother of the President. Through 2023 the group accumulated stakes in TikTok parent ByteDance, Huawei surveillance, BGI Genomics sequencing partnerships, and a Wuxi cloud jo...
Trump's AI Action Plan: Compute Sovereignty, Export Control Reset, and the Frontier Regulatory Vacuum
Executive Order 14179, the rescinded AI Diffusion Framework, the Stargate USD 500B compute commitment, and a renamed AI Safety Institute together redraw US AI governance around speed, capital, and selective export pressure rather than precaution.
On January 23, 2025, President Trump signed Executive Order 14179, Removing Barriers to American Leadership in Artificial Intelligence, rescinding Biden's EO 14110 and ordering an AI Action Plan within 180 days. By July 2025 the plan launched with a 60 day Request for Information that drew submissions from OpenAI, Anthropic, Google, Meta,...
The grid wakes up: AI demand, FERC 1920, and the PJM, MISO interconnection cliff
After two decades of flat US electricity demand, AI driven data center load is forcing a transmission and capacity build that the queue, the auctions, and the courts were not designed to deliver. The 2026 to 2030 window is where the gap closes or the bills break.
US electricity demand is growing again. The Energy Information Administration's Short Term Energy Outlook (STEO) for 2025 projects retail sales growth of roughly 2 percent year on year, against a 2014 to 2023 average closer to 0.4 percent. The PJM 2025 to 2026 capacity auction cleared at 14.7 billion dollars, up from 2.2 billion the year ...