The Evolution of Coding Part 3: AI Moves Into the Editor (2010-2025)
AI coding tools shifted developers from line-by-line implementation toward intent specification, evaluation, and risk-aware system judgment
Artificial Intelligence
9 articles in this category.
AI Agents Are Overrated for Deterministic Workflows
Most teams are forcing LLM agents into deterministic workflows that should be implemented as software. Use AI to build the system, not to execute the system, unless uncertainty is the core requirement.
Em-dashes, Paradoxes, and the Ghost in the Machine: Spotting AI Tell-Tales in Modern Writing
The more sophisticated AI becomes at mimicking human writing, the more detectable its patterns become. Explore the fascinating irony of AI detection in 2024-2025, from transformer architecture signatures to the latest GPT-5 developments.
The Under-Accounted Crisis: Why AI Latency Optimization Is Critical Now
Every 100ms of AI latency costs 1% in sales. While accuracy dominates discussions, AI latency optimization has become the critical factor determining success in 2025. Organizations ignoring this under-accounted aspect are losing revenue and competitive advantage right now.
The Great Divergence: How AI is Transforming the Scientific Research Landscape
Explore the accelerating gap between human and AI research capabilities, and how this divergence is fundamentally changing scientific inquiry, researcher roles, and the pace of discovery.
The Bitter Lesson Revisited - AI's Odyssey from 2019 to 2025
A future-looking examination of Rich Sutton's influential 'Bitter Lesson' thesis, exploring how AI's relentless march of computational power continues to triumph over human-crafted approaches, while still finding a nuanced balance between scale and efficiency.
Agentic AI at the Close of 2024 - More Hype Than Help?
Despite billions in investment and promising headlines, autonomous agent AI systems continue to fall short of their ambitious promises. Let's examine the reality behind the hype as we close out 2024.
The Generative AI Dilemma - Curse or Catalyst for Creativity?
As generative AI reshapes creative industries, we face profound questions about artistry, authenticity, and value. Is this technology a democratizing force or an existential threat to human creativity? Exploring the tensions and opportunities at this pivotal moment.
A Beginner's Guide to Understanding LLMs
Navigate the complex world of language models with this comprehensive guide. Learn the fundamentals of LLMs, how they work, and why they've become so important in modern AI applications.