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All of the Substack posts and associated audio are derived from a set of working whitepapers that I continue to edit and add to. This section is for anyone who is interested in going deeper and hearing the full context of my thinking. jamesmaconochie.substack.com
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The final part of the audio edition of AI Governance and the Architecture of Practice turns the framework on itself. It shows how the four requirements compose into a single integrated specification, names what no archit
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Part two of the audio edition of AI Governance and the Architecture of Practice makes the failure mode concrete. Two loan officers approve the same mortgage; two reviewers submit the same manuscript review; in each pair,
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Part one of the audio edition of AI Governance and the Architecture of Practice. AI is entering judgment-laden roles- clinical, financial, legal, regulatory, academic- faster than governance frameworks are adapting, and
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Part two of the audio edition of The Attention Crisis turns from diagnosis to design. It examines why building AGI as an oracle of truth fails, the illusion of the perfect filter, the capture problem, the complacency ris
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Part one of the audio edition of The Attention Crisis. Humanity now produces an estimated 15 to 70 trillion tokens of text every day, more language than human attention can ever process. This episode lays out the diagnos
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Part 2 makes the constructive case: the replication-versus-amplification distinction that resolves the embodiment tension; the five principles and four architectural commitments that make AHI real rather than aspirationa
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Part 1 presents the case against the current path: human intelligence as a biological, embodied, and experiential architecture; large language models as statistical prediction engines confined to the lowest rung of Pearl
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Part 3 turns to what it means for us: the developmental pipeline we're automating away, the individual, institutional, and civilizational imperatives of Augmented Human Intelligence, and direct responses to the strongest
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Part 2 applies the framework to AI directly: Rung 1 brilliance, bounded Rung 2 access, how synthetic wisdom is produced and recognized, why the failure mode is always the same, and whether agentic AI changes the argument
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Part 1 builds the diagnosis: the DIKW hierarchy and why accumulation isn't enough, then the engine itself, the attention-experience feedback loop that turns knowledge into judgment, and that requires a persistent, embodi
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