ALL DROPS
All essays
Physical AI 101: A Beginner’s Field Guide to World Model
A beginner-friendly field guide to AI world models: what they are, how they evolved, who is building them, where funding is going, and why they matter for robotics, autonomous vehicles, gaming, 3D worlds, and physical AI.
The OpenEvidence Plot Twist
A Nature Medicine study found that general-purpose frontier models outperformed specialised clinical AI tools. The real lesson is not that vertical AI is doomed — it is that specialisation only matters when it makes adoption easier and outcomes better.
Omnigent: Databricks Just Built the Control Tower for AI Agents
Databricks’ Omnigent is not another AI agent. It is a control layer for managing many agents at once — a signal that the next AI infrastructure battle may be about orchestration, governance, and enterprise trust.
Pick Your Stack, Not Just the Model
AI startups aren't differentiated by which model they use anymore. The real decision is the stack around it — how they access a model, layer retrieval, routing, and fine-tuning on top, and manage the cost, data, and trust trade-offs that follow.
Brake or Catalyst? What the Numbers Actually Say About UK Deeptech Regulation
A clear, data-led look at whether UK regulation helps or holds back deeptech startups, covering energy, medtech, grid queues, late-stage capital, and the gap between policy ambition and deployment reality.
AI Agent 101: How to Build an AI Image Creator with Multi-Agent Orchestration
A practical Series 101 guide to building a small AI image creator agent: map the workflow, split it into specialist agents, create the folder structure, generate images, critique outputs, control cost, and improve the system through iteration.
YC’s Latest Signals: Software Dominance, Fintech Momentum, and Physical AI
YC still looks software-led, but the signal underneath is shifting. Fintech is accelerating, physical AI is becoming more visible, and founder attention is moving toward infrastructure-heavy markets.
AI Infrastructure 101: Semiconductor - The Industry That Powers Everything
From the chip in your phone to the servers running AI — a beginner-friendly breakdown of how the semiconductor industry works: the types of chips, how they're made, the value chain, who dominates and why, and where startups are finding opportunity.
Ferveret: Cooling AI With a Page From the Nuclear Playbook
Ferveret is tackling one of AI’s less glamorous but increasingly critical bottlenecks: cooling the physical infrastructure beneath smarter models.