Despite an investment surge driving U.S. demand, overall U.S. growth has remained moderate, suggesting gains from AI are being offset elsewhere. - AI may be reshaping the economy more than expanding it. Despite an investment surge driving U.S. demand, overall U.S. growth has remained moderate,…
Right now, the loudest message in business technology is simple: get your people using AI. Boards want it, vendors are selling it, and every second LinkedIn post celebrates another productivity win. Adoption is racing ahead, leaving skills to rapidly fall…
Agentic LLM systems have moved from linear prompt chains to graph-based workflows and, more recently, code-executing harnesses. Chains are simple but fragile, graphs add branching, retries, and validation, and code harnesses verify outputs through execution. The article advises validating model…
NextLabs Technology Demonstrated in the NCCoE Project The NextLabs CloudAz Zero Trust Policy Platform provides centralized policy management and a dynamic authorization policy engine for implementing policy-based access control and Zero Trust security. NextLabs Enforcers, such as SkyDRM, Windows Enforcer,…
Hero image: Original AI-assisted illustration created for this article. A buyer says the budget is being discussed next week. A meeting summary turns that into budget expected. A CRM field later says budget confirmed. The words are related, but the…
Most engineers I talk to prepare for interviews the same way. They grind coding problems for weeks, skim a system design primer, and leave the behavioral round for the night before. The data says that plan is upside down. At…
Core arguments supplied by the author; text and English translation drafted with AI assistance. The cover is AI-generated. This is an opinion essay about a possible future. People will set goals. AI will generate executable code, negotiate the rules of…
On July 24, 2026, three days after ScreenWeaver opened its beta, Thibaut added one feature flag to the codebase. It was called video-generation. For the next 77 days, anyone outside our team who clicked the Production tab got a placeholder screen instead of…
This story is AI-assisted. A planner keeps two excellent action sequences. It fits a new sampling distribution to those elites. Half the probability then goes to sequences that were explicitly rejected. No indexing error is required. The result follows from…
A few years ago I was asked to look at an executive dashboard that tracked sales pipeline across global regions. One region showed zero pipeline. Not low. Zero. Nobody had noticed, because there was nothing to notice. The nightly job…
How people get useful work out of a model.
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