dot.awesome Dev Journal — structural AI governance, coherency architecture, cost economics, and the problems nobody else is willing to frame correctly. Hosted by dot.awesome. A Human.Exe production.
Seven problems. One inference. If you take the blank slate, the AGI illusion, coherency, continuity, evaluation, and stability seriously — you're not talking about improving AI. You're talking about governing it.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
18 Apr 2026
The Stability Problem — Why a Useful AI System Has to Be Stable Before It Looks Intelligent
A demo that works once is interesting. A system that works reliably is useful. The distance between those two is where most AI deployments fail — and it has nothing to do with the model.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
17 Apr 2026
The Evaluation Problem — How to Tell Whether an AI Is Actually Following the Problem
If the evaluator has no understanding of the problem it's evaluating, you don't have governance — you have the appearance of it. The evaluation problem is the hardest one to admit, because it implicates everyone.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
16 Apr 2026
The Continuity Problem — Why AI Can't Remember Yesterday
Session memory is not a feature gap — it's an architectural decision about what the system is allowed to know. Continuity requires deliberate design. This episode builds the case for making it structural.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
15 Apr 2026
The Coherency Problem — When AI Says One Thing and Does Another
Contradiction isn't a bug you patch — it's a structural property of ungoverned inference. When an AI system has no coherency architecture, drift is the default. This episode names the mechanism.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
14 Apr 2026
The Real AI Test — Measuring Understanding, Not Output
Benchmarks measure performance. Governance measures behaviour under constraint. The real test isn't whether an AI can answer the question — it's whether it knows when not to, and why.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
13 Apr 2026
The AGI Illusion — Why One Smart AI Was Never the Answer
The dream of a single superintelligent AI misunderstands what intelligence is for. Governed systems — distributed, specialised, verifiable — aren't a consolation prize. They're the actual answer.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
12 Apr 2026
The Blank Slate Problem — Why Every AI Session Starts From Zero
Every AI session begins with total amnesia. No memory of yesterday, no understanding of why things are the way they are. This mirrors something deeply familiar in how institutions treat people — and it's a structural problem, not a UX one.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
11 Apr 2026
Seven Problems Nobody Is Solving in AI — A Series Introduction
Every field has problems it refuses to name. AI has seven. This is the frame before the argument — who we are, what we built, and why these seven problems matter more than any benchmark score.
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dot.awesome Dev Journal — a Human.Exe production.
More series coming soon. Subscribe for updates.
https://human-exe.ca/podcast
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