#aicosts — Public Fediverse posts

Everyone knows that in the Cocaine pricing model, the first 3 hits are free -- then you gotta pay!

Same with AI ... Software vendors and AI model providers have been giving AI away for free to spur adoption by enterprises. Can you say “unmetered,” “complimentary,” or “included” scenarios.

Those “complimentary" subsidies are starting to disappear, as the AI industry transitions to Pay-Per-Use pricing models.

This means investing in AI is NOT just an IT procurement decision, it is now an "organizational design decision". https://hbr.org/2026/08/how-to-respond-to-the-coming-ai-cost-shock #AI #AICosts #AIPricing #HBR #Subsidized #Budgets #AIBudgeting #Pricing #Subscription #AI_Token #TokenConsumption #Enterprise_IT #AI_Token_Budgets

Gizmodo: The Token Belt-Tightening Is Coming for PDFs. “Many large companies have pushed employees to use AI for nearly everything, partly to justify the enormous sums they poured into the technology without any clear integration strategy. But a new report from 404 Media shows that some of those same firms are now tightening access after discovering that employees are burning tokens on tasks […]

FYI: Cloudflare AI Gateway now caps runaway AI bills with dollar budgets: Cloudflare added spend limits to AI Gateway today, letting firms cap AI costs in dollars by team, user or model, with fallback routing when budgets run out. https://ppc.land/cloudflare-ai-gateway-now-caps-runaway-ai-bills-with-dollar-budgets/ #Cloudflare #AIGateway #ArtificialIntelligence #AICosts #BudgetManagement

Wall Street Journal: Corporate America is starting to ration AI as cost skyrockets. This is an MSN-syndicated article and has no paywall. “Use of artificial intelligence by big companies is exploding—and the soaring cost has some of them pumping the brakes in a way that could complicate AI’s triumphal march across the economy.”