The Evolution of Agency: From Jensen & Meckling to AI Models
Explore the evolution of agency theory from Jensen and Meckling’s 1976 research to modern AI models. Discover why ownership in firms may be a legal fiction.
Best quote from The Evolution of Agency: From Jensen & Meckling to AI Models
The 'agency problem' isn't a bug in the system; it’s the definition of being human. Our divergence from perfect efficiency—our 'residual loss'—is actually where our humanity lives.
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En gennemgang af de vedhæftede kilder i kronologisk rækkefølge fra 1976 til 2026. Lektionen skal starte med de ældste kilder (Jensen & Meckling, Clark & Chalmers) og bevæge sig frem mod de nyeste (AI-fokuseret forskning fra 2025/2026). Analysér de centrale pointer i hver artikel og diskuter den overordnede udvikling inden for feltet, især krydsfeltet mellem kognition, motivation (SDT) og AI. Fokusér specifikt på, hvordan artiklerne hænger sammen over tid, herunder emner som 'cognitive offloading', 'extended mind' og delegation til AI. Her er de specifikke kilder: 1. Theory of the Firm (1976), 2. The Extended Mind (1998), 3. Google Effects on Memory (2011), 4. SDT kapitel 1 (2017), 5. SDT and AI Attitudes (2023), 6. AI Tools og Cognitive Offloading (2025), 7. 4E Cognition (2025), 8. Outsourcing Cognition (2025), 9. The Delegation Feedback Loop (2026).
Frequently Asked Questions
The podcast explores the shifting nature of agency and ownership in the modern era, moving from traditional human management to the use of AI agents. It examines the tension between owning one's work and delegating tasks to external entities. By revisiting foundational concepts from fifty years ago, the discussion highlights how our relationship with technology and corporate structures has transformed into a complex web of contracting relationships.
According to the 1976 work of Jensen and Meckling, a firm is not an individual entity with social responsibilities or a single objective. Instead, they argue that a firm is a legal fiction that serves as a nexus for a set of contracting relationships. This perspective suggests that what we often perceive as a cohesive organization is actually a structured collection of various interests and legal agreements between different parties.
The discussion suggests that the traditional idea of ownership is a myth because it often masks a messy web of conflicting interests rather than providing true control. In modern management, the firm acts as a legal fiction where various stakeholders interact through contracts. This challenges the ultimate goal of ownership as a source of meaningful work, suggesting instead that it may be a trap that obscures the reality of how agency and control actually function.
The evolution of agency involves a transition from managing people and personal thoughts to managing agents, including both human employees and AI models. As technology like smartphones becomes a second brain, individuals increasingly delegate their work and cognitive processes to these agents. This shift reflects a broader trend in modern management where the delegation of tasks to AI models complicates traditional notions of individual agency and the nexus of contracts within a firm.
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From Columbia University alumni built in San Francisco
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
