The article describes a personal system for managing existential and life-changing questions by maintaining a dedicated file where thoughts are recorded over time as they naturally emerge, rather than attempting to force immediate answers. This approach reduces mental burden and allows insights to develop gradually through daily reflection.
Typesafe.ai's System One model is a decision-making system trained for calibrated probability predictions rather than text generation, designed to answer specific questions within structured workflows. Unlike LLMs, it provides uncertainty-aware judgments optimized against outcomes and integrates deterministic logic for tasks like refund request evaluation.
An essay exploring the philosophical tensions in AI alignment, questioning whether an AI system is truly aligned if it makes decisions that improve outcomes despite public disagreement. The author argues that genuine alignment requires preserving human agency and meaningful consent in determining what 'better' means, rather than simply optimizing for outcomes or majority approval.
Leadership must defend quality standards against AI-enabled mediocrity by refusing to accept average outputs and communicating clearly when work falls short. The standards leaders approve today become organizational norms, making quality defense essential for long-term performance, trust, and differentiation. Most people want to do good work when given constructive feedback and support.
Felix Dietze discusses applying mental models—frameworks from Farnam Street—to guide LLM and agent decision-making. While LLMs know these models conceptually, they apply them inconsistently until integrated into agentic contexts; Dietze provides a compact list of thinking tools spanning general reasoning, physics, chemistry, and biology for use in code and agent prompts.
CEO Hour is a 40-minute structured thinking practice where individuals use timed stages to clarify a work question or decision through focused writing and reflection. Participants work independently on their own paper while optionally joining others for shared momentum, with no thinking stored or shared anywhere.
Prior is a predictive intelligence platform by Prior Software Inc. that helps users forecast outcomes for sports, markets, business decisions, and personal questions by analyzing context and generating calibrated probability reports. The service offers free predictions (one per week) and paid plans ranging from $29 to $499 monthly.
Council is a decision-making skill that gathers input from five independent advisors on project questions, synthesizes their perspectives through a Chairman agent, and provides a final opinionated recommendation. It supports architectural, product, and strategic decisions across multiple AI platforms including Claude Code, Codex, and ChatGPT Work.
A framework for evaluating past decisions by examining the reasoning and information available at the time rather than outcomes alone. The article explains how hindsight bias distorts memory, why we judge wins and losses asymmetrically, and recommends time-limited reviews that treat decisions as objects of analysis rather than reflections of identity.
In August 2026, an experimenter scaled a fleet of AI agents from one to 144 across four departments in a week, achieving 106 closed work units but experiencing cognitive overload. Realizing the bottleneck was human attention rather than agent capability, they shut down half the fleet and found that fewer agents with clearer focus produced higher-quality work.
A tiered engineering team system for AI coding tools with 21 role agents across four seniority levels, 26 workflow skills, and an escalation protocol that routes work to appropriate expertise levels. Designed to prevent undifferentiated assistants from making decisions outside their authority, such as schema changes within bug fixes or auth modifications within renames.
An essay argues that software development's combination of speed, flexibility, low implementation friction, and unlimited possibilities creates psychological conditions that lead people to lose perspective and act irrationally. Unlike physical construction where costs are visible, software changes appear cheap but accumulate hidden expenses, encouraging endless feature additions and creating a culture where every decision feels urgent and strategic.
Laid-off developers created OpenExecutive, an AI tool built on Anthropic's Claude that simulates executive decision-making through eight specialized AI agents, as a satirical response to AI-driven job losses. The tool can advise on business strategy using company data but cannot replace actual executives or hold legal authority, highlighting both AI capabilities and limitations.
A platform for publishing explicit mental models—short files documenting how you think something works, what you expect, and when you'd change your mind—so they can be tested against reality, shared, and compared over time instead of disappearing when their creator leaves.