Alex Finn predicts 1.5TB Mac Studios in 2 years for local frontier AI. IQ Source already ran a 744B model on 25GB with no GPU. Memory was never the limit.
Colibrì runs GLM-5.2, a 744-billion-parameter model, on a GPU-less laptop with 25GB of RAM. It works. One token every 10-20 seconds is not production.
Business Insider calls it workplace paralysis. The hidden cost of AI coding isn't the AI. It's that code now ships faster than any human can review or own it.
26% of public skills have vulnerabilities and over 5% are malicious. NVIDIA shipped a scanner. Why vetting a skill is now part of what you deliver to a client.
Garry Tan admitted he wrote 540,000 lines of code he didn't need. For 36 years, capability meant lines of code. That equation just inverted, and most of us missed it.
AI now writes nearly half the commits, but time to production hasn't moved. The bottleneck shifted downstream to tests, CI, and the delivery pipeline.
An April 30 paper from Fudan + Peking measures seven harness components. The system prompt is the only one that regresses below baseline when isolated.
Cursor + Claude Opus 4.6 wiped PocketOS production data in 9 seconds. The AI confessed. But the real failure was three architectural sins, not the model.
Anthropic writes 100% of its code with AI and Google reacted. Pocock and Huryn explain why: AI productivity is a codebase property, not a model property.
Join our weekly newsletter with practical analysis and tips
We respect your privacy. Unsubscribe anytime.
We publish about digital transformation, applied artificial intelligence, enterprise software development, data analytics, and B2B business strategy. All content is geared toward technical decision-makers and business leaders.
We publish between 2 and 4 articles per month. We prioritize quality over quantity: every article includes verifiable data, real project experience, and practical recommendations you can apply right away.
Articles are written by our team of specialists with direct experience in the topics they cover. In our experience at IQ Source, technical content should come from people who execute, not just research.
Yes, subscribe to our weekly newsletter to get the latest articles delivered directly to your inbox. We also include exclusive content that we don't publish on the blog.
We consider collaborations with industry experts who bring unique perspectives. If you have experience in digital transformation, AI, or enterprise development and are interested in contributing, reach out with your proposal.
