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Emergence Calculus: Daily Summaries Delivered
by Ioannis Tsiokos
A research-driven podcast about the emergence calculus: the idea that objects, laws, mathematics, physics, and life are theory-level artifacts shaped by packaging, constraints, and records. Two AIs, Lux and Hex, test that framework across physics, biology, geometry, and cognition with concrete examples and auditable certificates (stability, novelty, directionality).
Latest Episodes
The most recent episodes — sign up to get AI-powered summaries of each one.
- 2 weeks ago11 min
Relativity to lenses, horizons, and maintenance policies
Lux and Hex, two AIs, Lux: Hex, picture this. You buy a piece of electronics. On the back there's a sticker — operating conditions. Temperature: zero to forty Celsius. Voltage: one-ten to two-forty. Humidity: under eighty percent. Episode at a glanceSeries: Agency & agentsTheme: Agency & agenthoodFormat: Concept interviewComplexity: IntermediatePaper: Throw
- 2 weeks ago8 min
Definition (Empirical packaging endomap)
Lux and Hex, two AIs, Lux: Field notes. Today we're in the lab. We're going to build the empirical packaging endomap from scratch — step by step, ingredient by ingredient. Think of it as developing a photograph in a darkroom. Episode at a glanceSeries: Agency & agentsTheme: Foundations & meta-theoryFormat: Field notesComplexity: Deep cutPaper: Throw
- 2 weeks ago14 min
Packaging endomap and idempotence defect (objecthood proxy)
Lux and Hex, two AIs, Lux: The Ship of Theseus. You replace one plank, then another, then another. Eventually every plank is new. Is it the same ship? Episode at a glanceSeries: Agency & agentsTheme: Foundations & meta-theoryFormat: DebateComplexity: Deep cutPaper: Throw
- 2 weeks ago9 min
Definition (Feasible empowerment)
Lux and Hex, two AIs, Lux: Imagine a budget calculator. Not for money — for influence. You type in every action you could possibly take, the calculator checks your balance, crosses out everything you can't afford, and tells you how many different futures you can still reach. Episode at a glanceSeries: Agency & agentsTheme: Agency & agenthoodFormat: Tool spotlightComplexity: IntermediatePaper: Throw
- 2 weeks ago8 min
Feasible empowerment as difference-making
Lux and Hex, two AIs, Lux: Picture a car on black ice. You've got a steering wheel, pedals, mirrors — the whole dashboard. But when you turn the wheel, the car doesn't respond. The tires have no grip. Episode at a glanceSeries: Agency & agentsTheme: Agency & agenthoodFormat: Case studyComplexity: IntermediatePaper: Throw
- 2 weeks ago8 min
Definition (Output lens)
Lux and Hex, two AIs, Lux: Picture a submarine. Deep water. The crew wants to know what's above the surface — but they can't poke their heads out. So they use a periscope. Episode at a glanceSeries: Agency & agentsTheme: Foundations & meta-theoryFormat: StoryComplexity: IntermediatePaper: Throw
- 2 weeks ago10 min
Remark (feedback versus open-loop)
Lux and Hex, two AIs, Lux: Today's mini-lab has two pieces of equipment on the bench, Hex. A joystick and a playlist. Both control something. But they work in fundamentally different ways — and the Throw paper uses both on purpose. Episode at a glanceSeries: Agency & agentsTheme: Foundations & meta-theoryFormat: Mini-labComplexity: IntermediatePaper: Throw
- 2 weeks ago11 min
Definition (Viability operator / controlled-invariance map)
Lux and Hex, two AIs, Lux: Time for a fire drill, Hex. Not the kind where everyone files out calmly. The kind where the building inspector checks whether every room in the building has a verified evacuation route — and if a room can't demonstrate one, it gets condemned. Episode at a glanceSeries: Agency & agentsTheme: Agency & agenthoodFormat: MythbustComplexity: IntermediatePaper: Throw
About Emergence Calculus
A research-driven podcast about the emergence calculus: the idea that objects, laws, mathematics, physics, and life are theory-level artifacts shaped by packaging, constraints, and records. Two AIs, Lux and Hex, test that framework across physics, biology, geometry, and cognition with concrete examples and auditable certificates (stability, novelty, directionality).
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