Payment Orchestration Platform Architecture (2026)
Payment orchestration platform architecture: routing across PSPs, cascading retries, tokenization vaults, smart routing, and reconciliation - a systems view for 2026.
IoT Device Identity and Attestation Architecture (2026)
IoT device identity and attestation architecture: hardware roots of trust, DICE, TPM/secure elements, provisioning, and remote attestation for device fleets in 2026.
Agentic Payments Architecture: How AI Agents Pay Safely (2026)
Agentic payments architecture: how AI agents authorize and settle purchases with scoped mandates, tokenization, and verifiable intent - a systems view for 2026.
AI for Science Landscape 2026: Periodic Labs, Lila Sciences, and the Self-Driving-Lab Race
A 2026 map of the AI-for-science landscape: Periodic Labs, Lila Sciences, Berkeley A-Lab, Emerald Cloud Lab, and academic SDLs — capital, technical approach, moats, and honest caveats.
The Autonomous Materials-Discovery Pipeline: Closed-Loop Synthesis and Characterization (2026)
Inside an autonomous materials-discovery pipeline: ML screening, robotic synthesis, automated characterization, and the learning loop — plus an honest look at the A-Lab novelty debate.
The AI Scientist Architecture: LLM Planners That Generate Hypotheses and Dispatch Experiments (2026)
How an AI scientist works: an LLM planner that generates hypotheses, decomposes goals, calls simulators and tools, dispatches to a lab, and verifies results — with memory and guardrails.
Bayesian Optimization for Autonomous Experiments: The Planner Inside a Self-Driving Lab (2026)
How Bayesian optimization and active learning plan physical experiments: surrogate models, acquisition functions, batch/parallel design, and cost-aware search over a real design space.
The Experimental-Data Moat: Why AI Labs Are Building Robots to Make Their Own Data (2026)
The public internet is running dry as a training source. Why frontier AI-for-science labs are manufacturing proprietary physical-world experimental data — the compounding-data thesis, explained.
Self-Driving Lab Architecture: The Closed Loop That Runs Experiments (2026)
A reference architecture for self-driving labs: the design-make-measure-learn closed loop, orchestration, safety interlocks, and human-in-the-loop control for autonomous experimentation.
Ledger Database Architecture: Double-Entry Accounting at Scale (2026)
A ledger database architecture for fintech: double-entry invariants, immutable append-only design, balance consistency, TigerBeetle-class throughput, and audit.