AI in Dev Training: Productivity and Dilemmas The Central Dilemma of AI in Software Engineering The most dangerous premise behind adopting code assistants is treating these systems like autopilot when, in practice, they operate more…
Ethical Foundations and Governance in Language Models Ethical discussion around language models has stopped being merely a normative exercise and now demands controls, evidence, and audit trails. In corporate terms, it’s the shift from a…
The New Educational Infrastructure and the End of the Bloom Problem Benjamin Bloom posed a challenge that mass education never managed to solve consistently: students receiving one-on-one tutoring tend to perform about two standard deviations…
