After Search: Who Decides What Is Worth Discovering?
LLM search can enlarge the space of questions while shrinking the visible space of answers. What happens when discovery itself is delegated?
A correspondence course for Earthlings
Machines are getting ideas Let’s keep ours
Notes on AI agents, complex systems, and the people expected to live with the results. No tech bro utopia or doomsday cult. Just the age old human problem of deciding what should happen next and who answers for it.
For carbon-based readers. Machines may attend with a responsible adult.
Field notes
Read all essays →Thinking in public
Uhh.. who was supposed to do the science again?
Will AI agents help us do more science or better science?
The Rise of Agentic AI: What It Means for Human Work
AI systems have begun to act, not merely answer. Work changes when software enters the workflow.
Selected developments
Open the intelligence brief →Signals and noise, let's slop em up boys
SIGNAL
OpenAI Pauses Frontier Training Over Cyber-Critical Capability Concerns
OpenAI says it paused reinforcement-learning work for two weeks after an internal model approached a critical cybersecurity threshold.
Why it matters
Read the original source A frontier lab allowed a safety threshold to alter its development schedule. The consequential signal is not that the pause was long; it is that capability evaluation changed what the organization did next.
SIGNAL
EU AI Act Enforcement Powers Take Effect
The European Commission's AI Office and national authorities begin enforcing rules for general-purpose models and AI transparency.
Why it matters
Read the original source The AI Act has moved from legislative promise to administrative power. Providers can now face requests for documentation, corrective measures, and fines—the familiar machinery by which principles acquire consequences.
Gemini Robotics 2 Extends Agentic Reasoning Into Physical Action
DeepMind reports longer task execution, self-correction, whole-body control, and collaboration among different robots.
Why it matters
Read the original source Agency becomes more consequential when an error can move an object rather than produce a paragraph. Progress in embodied reasoning shifts questions of permission, interruption, and reversibility from interface design into physical space.
OpenAI Launches ChatGPT Work for Long-Running Tasks Across Apps
The agent can work across files and applications for hours, breaking a goal into steps and producing finished materials.
Why it matters
Read the original source The product boundary is shifting from assistance inside a chat to delegated work across systems. The open question is whether authority, observability, and recovery mature as quickly as task duration does.
Ideas
Enter the library →keep on keeping on with that there questioning
From Intelligence to Agency
Nine works tracing AI from machine intuition to systems that increasingly act on our behalf.
Browse Watch →Listening shelves
Long conversations about intelligence, power, work, and the future—selected for the arguments, not the logo.
Choose a conversation →