Blog
Insights on AI, automation, and digital transformation.
2026-04-04
AI Works Precisely When Data Is Scarce — 3 Proof Points from Rare Diseases
TxGNN, Healx, and Unlearn.AI prove that AI delivers results precisely where data is scarce. Zero-shot drug repurposing, digital twins, and adaptive designs were built for rarity — not despite it.
2026-04-01
I Was Coding Backprop by Hand in 2018 — Here's What It Taught Me About AI in 2026
In 2018, GPT-1 went unnoticed and deep learning was a niche skill. After completing Andrew Ng's specialization, I learned that understanding fundamentals and stacking skills matters more than chasing trends — a lesson that still holds in 2026.
2026-03-30
You Use AI? Here's What the EU AI Act Means for Your Business
If you use ChatGPT, AI-powered CRM scoring, or automated resume screening, you're a "deployer" under the EU AI Act. Starting August 2026, you have concrete compliance obligations — here's what to check now.
2026-03-26
Nearly 2 Out of 3 AI Projects Fail to Deliver
IBM, McKinsey, and Gartner agree: most AI projects fail. Not because of technology, but because of 3 recurring mistakes — starting with tech instead of the problem, ignoring data foundations, and underestimating the human factor.
2026-03-26
Google's AI Co-Scientist Solved in 48h What Took Researchers 10 Years
Google's AI Co-Scientist, built on Gemini 2.0 with 7 specialized agents, reproduced 10 years of research in 48 hours. Lab-validated results published in Cell and Advanced Science. But 0 FDA approvals so far — here's the reality check.
2026-03-22
A Pipeline of 3 AI Agents Can Generate a Scientific Report from A to Z
A 3-agent AI pipeline — reader, writer, quality controller — can automate scientific report generation in minutes. The key is workflow design, not technology.
2026-03-18
Evo 2: the AI that reads, understands and writes DNA
Evo 2, published in Nature in March 2026, is the largest biological foundation model ever built. Trained on 9 trillion DNA base pairs, it predicts mutation impact, generates functional DNA, and paves the way for programmable biological design.
2026-03-14
3 Mistakes SMEs Make When Talking About AI
ChatGPT is not a strategy, technology before problem-solving is a trap, and your data quality matters more than your model. Here are the 3 most common AI mistakes I see in SMEs.
2026-03-11
From the Human Brain to AI: My Journey
12 years in neuroscience research, then AI. Why I launched SG AI Solutions to help SMEs embrace AI transformation.