The archive · Page 2 of 3
The money, power, and labor decisions reshaping who controls AI infrastructure, who pays for it, and which incumbents the buildout dislodges or entrenches over the next decade.
25–48 of 59 articles · Newest first
Indeed reports 70% of sponsored applications now route through GPT ranking, not keyword search. ATS vendors screen a pre-filtered pool with no insight into the ranking logic.
Apple's Mac and iPad price hikes trace back to AI demand draining DRAM supply: HBM stacks now consume the same wafers, leaving every memory-heavy device carrying an AI tax.
OpenAI is leaning toward a 2027 IPO while Anthropic's S-1 is already in SEC review, handing Anthropic the role of setting the first public frontier-model valuation template.
Vercel's 2021 Series D stated a whole-lifecycle platform thesis. Later rounds financed acquisitions that moved lock-in past hosting into analytics, CI, runtime, and agents.
Samsung Electronics sanctioned ChatGPT Enterprise and Codex across its Korea and DX workforce, a procurement anchor that tilts enterprise dev-tool defaults away from Copilot.
Potion.so sold for $300,000 at 4x ARR because when managed hosting absorbs infrastructure and scaling, only distribution and operations are left to sell.
At Ship 2026, Vercel launched an agentic infrastructure platform that folds backends, agent tooling, and operations into its deploy stack, raising switching costs.
Hotz argues OpenAI's $500B valuation only closes in a DCF model via an AGI assumption, fusing the safety narrative and investor pitch into a timeline no incumbent can revise.
Vertical finance benchmarks show agents break on chained calculations, and accuracy fails independently of data-handling safety. Lenders must require audit-shaped evidence.
TuneAhead forecasts fine-tuning success from a short simulated probe, catching 89.4% of winners and 91.0% of failures on Qwen2.5-7B-Instruct for 58.4% compute savings.
Zhipu shipped GLM-5.2 on June 13 with a 1M-token window and an Anthropic-compatible endpoint, but published no benchmarks and keeps the hosted API on a paid plan.
Moonshot's Kimi K2.7 Code loses 11 of 12 benchmark cells to GPT-5.5 and Opus 4.8, leading on token efficiency and price, which pushes buyers to run their own evals.
Vercel's Turborepo ownership routes monorepo CI caching through its hosting by default. A $9.3B valuation intensifies incentives to keep that coupling in place.
Claude Fable 5 is free on subscription plans through June 22. From June 23 it draws usage credits at $10/$50 per million tokens. Here is what that means for team budgets.
OpenAI's 3M daily compensation queries push ChatGPT into salary benchmarking, but the model lacks the proprietary employer panels behind Radford and Mercer's moat.
Bending Spoons' F-1 shows $1.31B revenue and 95% retention across 50+ brands. Evernote's 24/100 churn score suggests the roll-up model harvests more than it compounds.
Vercel's shift from frontend hosting to agent infrastructure is backed by real products and a $9.3B valuation. Whether per-token billing beats per-seat SaaS remains unproven.
A new framework decomposes patent value into per-feature Shapley credits, but courts have not ruled on whether model output replaces expert testimony in damages and M&A.
A facility-level audit of 403 US hyperscale centers finds 545 gCO2/kWh, 48% above the grid average. Siting in fossil-heavy regions, not PPAs, determines actual emissions.
MiniMax M3 bundles 1M context, multimodality, and frontier coding in one open-weight model at a tenth of Claude Opus 4.8. Open weights and license terms remain unconfirmed.
Morningstar's DCF pegs SpaceX at $780 billion, $970 billion below the IPO target, revealing how insider-priced private marks diverge from independent valuation.
HuggingFace's $100M Series C funds an open-weights infrastructure stack designed to let enterprises avoid escalating per-token API costs from closed-model providers.
Sierra's $950M Series E at $15B values a company charging per resolved interaction, directly threatening Salesforce, Zendesk, and ServiceNow seat-based revenue.
Sierra closed a $950M round led by Tiger Global and GV on May 4, 2026, hitting $15B post-money and 40%+ Fortune 50 penetration as OpenAI and Anthropic entered the same.