Whitepapers - The Working Source Documents
by James Maconochie | Architecture & Attention
Latest episode
7.2 - The Mastery of Life, Part 2: Living Deliberately
7.2 - The Mastery of Life, Part 2: Living Deliberately
About this podcast
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
Episodes
The newest 20 of 22 episodes
- 7.2 - The Mastery of Life, Part 2: Living Deliberately · 20 minPart 2 turns from the framework to its deeper meaning: the philosophy of mastery, built on finitude, constraint, change, and compassionate observation, how the framework…
- 7.1 - The Mastery of Life, Part 1: The Framework · 24 minPart 1 lays out the framework: the shift from control to clarity, the seven core domains of a fulfilled life, the cycle of Awareness, Attention, and Adaptation, and how tracking…
- 6.3 - When the Music Stops, Part 3: The Conductor, Not the Instrument · 26 minPart 3 proposes the alternative: Augmented Human Intelligence, grounded in the architecture of biological intelligence, why the scaling critics are already converging toward…
- 6.2 - When the Music Stops, Part 2: Who Bears the Cost · 23 minPart 2 turns to the money and the fallout: the investment thesis built on scaling, the cracks already showing in enterprise adoption and revenue, the concentration and debt risks…
- 6.1 - When the Music Stops, Part 1: The Contested Premise · 14 minPart 1 builds the contested premise: the orchestra metaphor and the scaling hypothesis it interrogates, then the technical critique itself, four credentialed researchers, LeCun…
- 5.2 - The Architecture of Language, Part 2: Wisdom as Constraint-Awareness · 26 minPart 2 turns to the consequences and the response: fractured reality, cognitive overload, the authenticity paradox, and the wisdom gap; large language models as the final…
- 5.1 - The Architecture of Language, Part 1: The Vanishing Constraints · 27 minPart 1 builds the diagnosis: language as humanity’s interface to social reality, the four constraints that once stabilized it, throughput, bottlenecks, locality, and friction…
- 4.2 - Beyond Scale, Part 2: The Modular Architecture · 19 minPart 2 turns from diagnosis to design: the proposed modular system with executive orchestration, multi-level plasticity and continuous learning, multi-agent coordination…
- 4.1 - Beyond Scale, Part 1: The Biological Blueprint · 16 minPart 1 builds the case against pure scaling and draws the lessons of evolution: why brute-force scale is misguided, how language became humanity’s cognitive scaffolding, the…
- 2.2 - Attention Is All We Have, Part 2: Wisdom and the Shared Future · 16 minPart 2 turns from what attention is to what we do with it: the limits of scale in human life and in AI, a modular architecture that moves beyond pattern matching, the ethics of…
- 2.1 - Attention Is All We Have, Part 1: The Shared Architecture · 17 minPart 1 lays the foundation: how the 2017 Transformer rediscovered a solution evolution had already found, attention as the shared currency of intelligence across evolution, the…
- 1 - Beyond FLOPS: The Evolutionary Processing Unit and the Roadmap to AGI · 21 minA thought experiment: the cumulative computational effort of four billion years of evolution dwarfs our fastest supercomputers by twenty orders of magnitude. The lesson isn’t to…
- 10.3 - AI Governance and the Architecture of Practice, Part 3: The Interlocks and the Limits · 26 minThe 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…
- 10.2 - AI Governance and the Architecture of Practice, Part 2: The Specification · 25 minPart 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…
- 10.1 - AI Governance and the Architecture of Practice, Part 1: The Invisible Variable · 25 minPart 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…
- 3.2 - The Attention Crisis, Part 2: The Architecture · 23 minPart 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…
- 3.1 - The Attention Crisis, Part 1: The Diagnosis · 20 minPart 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…
- 8.2 - AHI: The Case for Augmented Human Intelligence, Part 2: The Case for AHI · 27 minPart 2 makes the constructive case: the replication-versus-amplification distinction that resolves the embodiment tension; the five principles and four architectural commitments…
- 8.1 - AHI: The Case for Augmented Human Intelligence, Part 1: The Case Against AGI · 24 minPart 1 presents the case against the current path: human intelligence as a biological, embodied, and experiential architecture; large language models as statistical prediction…
- 9.3 - The Wisdom Gap, Part 3: The Stakes and the Response · 25 minPart 3 turns to what it means for us: the developmental pipeline we're automating away, the individual, institutional, and civilizational imperatives of Augmented Human…
