NSF AI Infrastructure Hubs offer up to $12M, but not for GPUs
NSF's regional AI hub awards can reach $12 million over five years, but applicants must fund the compute and assemble one eligible coalition by…
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.
Wispr Flow Notetaker records without a bot. That makes consent your job
Wispr Flow's bot-free meeting recorder removes lobby friction but also the clearest consent signal. Here is what to test before using it on a…
Google Assistant shutdown begins. Audit your voice workflows now
Google’s emailed notice says Assistant access starts disappearing September 4 on Android mobile and paired devices. Here is what changes, what does not, and…
SpaceX Megapack purchases hit $329M as xAI’s power stack expands
SpaceX disclosed $295 million of Megapack purchases in Q2 and $329 million for the first half. The spending jump reveals the battery layer beneath…
Anthropic Volta deal: the reported $10B contract puts Claude’s compute appetite on the map
A reported six-year, $10 billion Anthropic–Volta contract would anchor a 133MW Norway site. The scale is clear; customer confirmation and delivery terms are not.
OpenAI education plugins can build the lesson. Teachers still own the judgment
OpenAI released role-specific plugins for K–12 teachers, college educators, and students. The useful test is whether they create better practice without hiding judgment.
NVIDIA Alpamayo 2 Super can now go commercial. The license is the real release
NVIDIA opened Alpamayo 2 Super to commercial development. Here is what the license changes, what the benchmark means, and what robotaxi teams still need…
Ray Dalio AI bubble warning: the useful part is not the crash call
Ray Dalio's AI bubble warning is trending again. His durable point is that a winning technology, a winning company, and a winning stock are…
AI4 and Black Hat: five questions every AI agent demo must answer
AI4 shows what agents can do; Black Hat tests what they can reach. New open security tools turn identity, isolation, audit, and rollback into…
Gemini Robotics 2 spots the stopping moment but misses the whole job
Google's Gemini Robotics ER 2 scored 91.3% on moment finding but 57.4% on five-band progress classification. That gap makes the demo more useful.
ChatGPT Go vs Plus: save $144 a year or pay for deeper work?
ChatGPT Go costs $8 and Plus $20. GPT-5.6 gives Go unlimited Luna text while Plus gets Sol, deeper reasoning controls, higher limits, and advanced…
Airtable acquisition: a $1.29B sale turns data portability into a deadline
Bending Spoons agreed to buy Airtable for $1.29 billion in cash. The immediate job for customers is not panic. It is a complete, tested…