Agents Cannot Maintain Systems: The Additive-Transformative Gap in LLM Software Delivery
LLMs can generate code, but they cannot modify or maintain systems because system‑level work requires causal reasoning, not pattern‑matching.
When Code Is Cheap, Judgement Matters More
AI lowers the cost of code, not the cost of thinking. Clarity and judgement, not speed, determine whether teams build what truly matters.
The Missing Structure Agile Cannot Fix
Agile cannot fix structural gaps; delivery depends on clear ownership, boundaries, and decision‑rights across the wider organisational network.
Designing Prompts for Modern AI Systems
Modern AI systems require structured, multi‑step prompts that guide planning, critique, and long‑context reasoning.
How AI Works
An explanation of how large language models actually function and why they should not be treated as miniature humans.
Team AI is the Next Step Beyond Cut-and-Paste AI
Individual AI delivers diminishing returns; meaningful improvement comes from strengthening the collective workflow.
Global AI Trends 2024–2025
Global evidence shows rapid AI adoption, rising capability, and widening gaps between regions and firms, with the US driving investment and commercial uptake.
Global AI Trends 2024–2025
Global evidence shows rapid AI adoption, rising capability, and widening gaps between regions and firms.