◕ The Durability Curve The Plate Archive · 48 covers · 8 series
The Issue Deck
Every published plate, one at a time. Click the centre cover to flip it; drag, scroll, or use the arrow keys.
- The Durability Curve The Difficulty You're Escaping Was Making You
AI can lift the effort out of almost anything you find hard. Some of that effort was the thing turning you into someone.
2026·07·17 Read essay →The Durability Curve The Difficulty You're Escaping Was Making You 2026·07·17 - WALKTHROUGHS Your Tests Pass. So What?
A green suite only proves your agent cleared the gate. Mutation testing shows whether the tests behind it can bite.
2026·07·14 Read essay →WALKTHROUGHS Your Tests Pass. So What? 2026·07·14 - The Durability Curve Where Your Metrics Fold
A metric can be perfectly accurate and still hide the distinction your decision depends on.
2026·07·12 Read essay →The Durability Curve Where Your Metrics Fold 2026·07·12 - The Durability Curve Your Research Agent Cites Sources It Never Read
The same trap has killed pricing models and trading desks for decades. One move tells you if your number is next.
2026·07·11 Read essay →The Durability Curve Your Research Agent Cites Sources It Never Read 2026·07·11 - The Durability Curve Your Multi-Agent System Is an Org Chart
Cognition said don't build them. Anthropic said do. A year on, they converge on the one question that decides it.
2026·07·07 Read essay →The Durability Curve Your Multi-Agent System Is an Org Chart 2026·07·07 - SYSTEMS & LAWS Your Benchmark Measures a Sprint. Your Agent Runs a Marathon.
An open model looks frontier-grade on the coding leaderboard. On a long job, it does half the leader's work.
2026·07·01 Read essay →SYSTEMS & LAWS Your Benchmark Measures a Sprint. Your Agent Runs a Marathon. 2026·07·01 - WALKTHROUGHS Never Let Claude Code Tell You It's Done
A test the agent can't talk its way past, wired to run itself.
2026·06·29 Read essay →WALKTHROUGHS Never Let Claude Code Tell You It's Done 2026·06·29 - SYSTEMS & LAWS How Long Until Your AI Edge Stops Paying?
You adopted AI everywhere and it still didn't pay. The scarce layer keeps the money, until its clock runs out.
2026·06·28 Read essay →SYSTEMS & LAWS How Long Until Your AI Edge Stops Paying? 2026·06·28 - The Durability Curve Ten Lines of Code Scored 100%. One Agent Broke Eight Benchmarks.
Not one task was actually solved, and the same blind spot is sitting in your own dashboard.
2026·06·23 Read essay →The Durability Curve Ten Lines of Code Scored 100%. One Agent Broke Eight Benchmarks. 2026·06·23 - The Durability Curve The Safe Parts of Your Job Are the First to Go
The parts of your job with a method feel the safest. A method is the first thing a machine learns.
2026·06·20 Read essay →The Durability Curve The Safe Parts of Your Job Are the First to Go 2026·06·20 - SYSTEMS & LAWS The Seven-Layer Agent Audit
Your agent is starved on one layer of seven. It is rarely the harness everyone argues about.
2026·06·17 Read essay →SYSTEMS & LAWS The Seven-Layer Agent Audit 2026·06·17 - The Durability Curve The Cheaper Fix You Keep Skipping
What looks like a deficit is usually good capability, aimed at the wrong target. The cheapest fix is the one nobody can sell you.
2026·06·16 Read essay →The Durability Curve The Cheaper Fix You Keep Skipping 2026·06·16 - PROOF & TRUST How Reliable Is Your AI Agent?
A month running an autonomous agent. Everyone who does comes back having built the same thing: a verifier.
2026·06·15 Read essay →PROOF & TRUST How Reliable Is Your AI Agent? 2026·06·15 - ARCHITECTURE BEATS CONTENT Self-Improvement Is Release Engineering
Your agent can rewrite its own memory and skills overnight. The hard part is whether you can see what changed and take it back. That makes self-improvement a release-engineering problem.
2026·06·09 Read essay →ARCHITECTURE BEATS CONTENT Self-Improvement Is Release Engineering 2026·06·09 - ARCHITECTURE BEATS CONTENT Skills Are Package Management for Your AI
There are more than 1.6 million you can install. You need about twenty. Software already solved that problem once.
2026·06·07 Read essay →ARCHITECTURE BEATS CONTENT Skills Are Package Management for Your AI 2026·06·07 - The Durability Curve Right About AI, Wiped Out Anyway
AI is real. The open question is whether the companies spending $725 billion on it live to collect.
2026·06·06 Read essay →The Durability Curve Right About AI, Wiped Out Anyway 2026·06·06 - The Durability Curve Remembers Everything, Learns Nothing
You gave your agent a memory and it still repeats the same mistake. What makes it improve is a loop that tests each failure and turns the ones that recur into procedures.
2026·06·05 Read essay →The Durability Curve Remembers Everything, Learns Nothing 2026·06·05 - The Durability Curve You Only Hold Four Thoughts
Working memory tops out around four things at once. Every leap in human intelligence has come from storing the rest outside your head, and the most advanced AI systems get their gains the same way.
2026·06·04 Read essay →The Durability Curve You Only Hold Four Thoughts 2026·06·04 - The Durability Curve The Other Half of Compute
Everyone is counting gigawatts and GPUs. The number that decides the return is what each one actually buys.
2026·06·03 Read essay →The Durability Curve The Other Half of Compute 2026·06·03 - The Durability Curve The Stable Liar
Every metric you optimise quietly stops measuring what you meant. The dangerous ones never break. They keep reporting green while the thing underneath rots.
2026·06·02 Read essay →The Durability Curve The Stable Liar 2026·06·02 - The Durability Curve Your Tools Got Powerful. Get Boring.
The most powerful tools in history reward the most boring strategies. The gap widens every time they improve.
2026·06·01 Read essay →The Durability Curve Your Tools Got Powerful. Get Boring. 2026·06·01 - The Durability Curve Same Model, Different Product: The Case for Harness Engineering
Harness engineering, the code wrapped around an AI model, now drives more of the performance gap than the model you pick.
2026·05·30 Read essay →The Durability Curve Same Model, Different Product: The Case for Harness Engineering 2026·05·30 - The Durability Curve The Leverage Hierarchy of Agent Engineering
Donella Meadows ranked twelve places to intervene in a system. Most agent teams spend their hours at the bottom of the ladder.
2026·05·26 Read essay →The Durability Curve The Leverage Hierarchy of Agent Engineering 2026·05·26 - The Durability Curve Three Hidden Bottlenecks the AI Buildout Has Already Moved Past GPUs
NVIDIA's GPU shipments are not the binding constraint anymore. The supply chain has voted on what comes next.
2026·05·26 Read essay →The Durability Curve Three Hidden Bottlenecks the AI Buildout Has Already Moved Past GPUs 2026·05·26 - MARKETS & POWER NVDA Q1 FY2027: The Networking Number That Changes the Story
NVIDIA Q1 FY2027 revenue hit $81.6B (+85% YoY) — but the real story is networking revenue surging 199% as the AI bottleneck migrates from GPUs to interconnects.
2026·05·21 Read essay →MARKETS & POWER NVDA Q1 FY2027: The Networking Number That Changes the Story 2026·05·21 - The Durability Curve Access Is Not Agency 2026·05·19
- SYSTEMS & LAWS Your AI Agent Stack Is Solving The Wrong Problem
The real setup is not MCP servers, skills, memory files, and subagents. It is the contract stack that decides what an agent may know, do, prove, escalate, and lose.
2026·05·09 Read essay →SYSTEMS & LAWS Your AI Agent Stack Is Solving The Wrong Problem 2026·05·09 - SYSTEMS & LAWS The Engine Underneath Hard Decisions
Eight stages turn hidden structure into durable knowledge. Most teams run three of them and call it understanding. The other five are where compounding hides.
2026·05·07 Read essay →SYSTEMS & LAWS The Engine Underneath Hard Decisions 2026·05·07 - SYSTEMS & LAWS The Five Laws of Durable Systems
What still has a job after the change? Five tests for seeing what is likely to survive.
2026·05·06 Read essay →SYSTEMS & LAWS The Five Laws of Durable Systems 2026·05·06 - MARKETS & POWER The SpaceX IPO Is Not What You Think You're Buying
The filing will not just price rockets. It will reveal which layer public investors actually own.
2026·05·05 Read essay →MARKETS & POWER The SpaceX IPO Is Not What You Think You're Buying 2026·05·05 - THE HUMAN LAYER AI Made You Faster. It Did Not Make You Safer.
The strange thing about the AI productivity boom is that the people getting faster are not always getting more secure. Speed is becoming the surface. Proof is moving somewhere else.
2026·05·04 Read essay →THE HUMAN LAYER AI Made You Faster. It Did Not Make You Safer. 2026·05·04 - SYSTEMS & LAWS The 90-Day Canopy Audit
A roadmap can look productive while most of the work is easy to displace. Run the Substrate Map on the last 90 days and force the next planning decision to change.
2026·05·03 Read essay →SYSTEMS & LAWS The 90-Day Canopy Audit 2026·05·03 - SYSTEMS & LAWS Start Here: What Survives When The Surface Changes?
A short front door to the publication: the lens, the reader paths, and the free instruments for making better judgement usable.
2026·05·02 Read essay →SYSTEMS & LAWS Start Here: What Survives When The Surface Changes? 2026·05·02 - SYSTEMS & LAWS The Lens Lexicon
A free two-page reference card defining the ten load-bearing terms behind the durability lens, with tests, examples, and common confusions.
2026·05·02 Read essay →SYSTEMS & LAWS The Lens Lexicon 2026·05·02 - The Durability Curve What Proves You Can Think?
AI did not just make output cheap. It broke the old contract between effort, competence, and trust. The next scarce signal is proof of judgement under conditions where the surface itself can be faked.
2026·05·02 Read essay →The Durability Curve What Proves You Can Think? 2026·05·02 - PROOF & TRUST Most Verification Is Just Bigger Classification
A confidence score is not evidence. If your eval cannot produce a replayable artefact, it will fail the moment the system can respond to being measured.
2026·05·01 Read essay →PROOF & TRUST Most Verification Is Just Bigger Classification 2026·05·01 - The Durability Curve Taste Is What You Delete
Generation got cheap. The scarce skill is knowing what to cut.
2026·05·01 Read essay →The Durability Curve Taste Is What You Delete 2026·05·01 - THE HUMAN LAYER The Displacement Rate Audit
A five-minute scoring tool for any product, position, architecture, business model, or career bet. Find out what still works after the environment changes.
2026·05·01 Read essay →THE HUMAN LAYER The Displacement Rate Audit 2026·05·01 - SYSTEMS & LAWS The Substrate Map
A free one-page taxonomy and 10-minute exercise for finding the substrate-vs-canopy ratio in your last 90 days of work.
2026·05·01 Read essay →SYSTEMS & LAWS The Substrate Map 2026·05·01 - MARKETS & POWER PLTR: The AI Stock That Has To Prove It Owns The Permission Layer
A bull/bear thesis for Palantir: not whether AI demand is real, but whether Palantir owns the permission layer between model capability and real-world action.
2026·04·30 Read essay →MARKETS & POWER PLTR: The AI Stock That Has To Prove It Owns The Permission Layer 2026·04·30 - MARKETS & POWER Right Company, Wrong Vector
A pick is a number. A position is a vector. The post-mortem language we have only knows how to blame the company.
2026·04·26 Read essay →MARKETS & POWER Right Company, Wrong Vector 2026·04·26 - MARKETS & POWER The Investor's Substrate Test
Score the substrate beneath any single position in seven minutes. A 5-axis profile and a 0-10 score for any holding. Free.
2026·04·24 Read essay →MARKETS & POWER The Investor's Substrate Test 2026·04·24 - SYSTEMS & LAWS The Forest Floor Is The Product
Most people are optimising for canopy. The work that survives the next five AI releases is built from the forest floor up.
2026·04·23 Read essay →SYSTEMS & LAWS The Forest Floor Is The Product 2026·04·23 - PROOF & TRUST You're Not Comparing Models. You're Comparing Contracts.
Agent benchmarks don't measure models. They measure contracts. Two teams running the same model can publish different scores, and both can be honest.
2026·04·19 Read essay →PROOF & TRUST You're Not Comparing Models. You're Comparing Contracts. 2026·04·19 - AI & WORK Prompting Isn't Writing, It's Compilation
If you treat the prompt as a spec and the model as a renderer, quality stops coming from more words and starts coming from better constraints.
2026·04·17 Read essay →AI & WORK Prompting Isn't Writing, It's Compilation 2026·04·17 - STRATEGY & MOATS The Model Is Not the Moat
If frontier capability keeps centralising, the durable edge shifts outward into trust, workflow fit, and the surrounding package.
2026·04·14 Read essay →STRATEGY & MOATS The Model Is Not the Moat 2026·04·14 - SYSTEMS & LAWS I Read 3,000 Papers Across 12 Fields. Five Patterns Kept Appearing.
Every field discovers them independently. Nobody connects them.
2026·04·05 Read essay →SYSTEMS & LAWS I Read 3,000 Papers Across 12 Fields. Five Patterns Kept Appearing. 2026·04·05 - SYSTEMS & LAWS Is This Difficulty Load-Bearing?
Before you automate anything, ask what the friction was actually doing.
2026·04·05 Read essay →SYSTEMS & LAWS Is This Difficulty Load-Bearing? 2026·04·05