Gemini hits 1 billion monthly users. The input mix matters more
Google says Gemini passed one billion monthly users. Voice, camera, attachments, images, and app actions reveal the more useful builder signal.
Author: Abdessalam Alaoui
I'm Abdessalam Alaoui, founder of Musthave.AI. I write practical guides to AI models, tools, generative media, and ways real people make money with this stuff. No press-release fluff. 20+ years shipping digital products; you'll also find my work around HowTik, Yumasty, and IncomeHelpful.
Grok Bot gets its own computer. Treat the login as production access
Grok Bot gives persistent agents cloud computers, app logins, memory, routines, and coordination. Here is the permission-first beta rollout.
DarwinX reports agent gains with the model frozen
DarwinX evolves prompts, tools, skills, and control flow while the model stays frozen. Here is what its benchmark gains do and do not prove.
LLMRouter puts 16 model-routing strategies under one test
LLMRouter compares more than 16 routing methods across quality and cost. Here is how to test the route, overhead, failure rate, and final bill.
Gemini 3.7 Flash is cheaper. Count retries before you call it efficient
Gemini 3.7 Flash halves the original 3.6 Flash price and improves Google's coding and agent scores. Here is how to test cost per accepted…
Grok 4.6 targets long-running agents. Price the whole trajectory
Grok 4.6 is rolling into GitHub Copilot across editors, CLI, cloud agents, and paid plans. Enterprise access still needs an admin policy and a…
DeepSeek V4 Pro 0813 is live, with a two-tier price sheet
DeepSeek V4 Pro 0813 is live across app, web, and API. New peak and off-peak rates begin August 16 and change the routing math.
NVIDIA NeMo Switchyard lets Codex use local models. Test the fallback first
NVIDIA NeMo Switchyard routes Codex and Claude Code across local and cloud models. Here is what to test before the pre-alpha proxy touches a…
Go AI-assisted software engineering: we tested Google’s verification loop
Google says Go gives coding agents a tighter verification loop. We ran a disclosed micro-test against Python and TypeScript to see what the defaults…
Riot confirms a 191 MW AI lease. The customer is still unnamed
Riot confirms a 20-year, 191 MW AI data-center lease worth about $9.1B. Reports identify Anthropic; Riot’s official filing still leaves the tenant unnamed.
CoreWeave doubled quarterly revenue. Interest expense still reached $640M
CoreWeave Q2 2026 revenue hit $2.575B, while net interest expense reached $640M. Here is what buyers should read beyond the growth headline.
CME launches AI compute futures. Here is what the hedge misses
CME plans H100 and B200 compute futures for October 5. Here is what the rental-price hedge can cover, what it cannot, and why launch…