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...
Building a Bloomberg-grade observatory in twelve weeks: the architecture pattern
How the deluair platform family compresses what once took a Bloomberg terminal team a year into a single quarter of focused engineering.
Across thirteen domain observatories, from Argus for macro surveillance to Aegis for sanctions intelligence, deluair has converged on a single architecture pattern that delivers Bloomberg-grade situational awareness in roughly twelve weeks. The recipe is unfashionably simple: asynchronous Python collectors, a SQLite warehouse with FTS5 fu...
US streaming bundling and consolidation through 2026: how the OTT war ends with cable rules in a streaming wrapper
Netflix booked seven billion dollars in operating income in 2024 while Paramount and Peacock lost a combined three and a half billion on streaming, the Disney plus Hulu plus Max bundle launched at sixteen ninety nine, and a seventy six billion dollar NBA deal split three ways rewrote the cost structure for live sports.
The 2024 to 2026 window closes the streaming land grab and opens the consolidation phase. Netflix ended 2024 with 301 million paid memberships and roughly seven billion dollars of operating income, the only pure play streamer at scale margin. Disney direct to consumer turned profitable in fiscal Q4 2024 with 252 million dollars of operati...