The Sunk Cost Fallacy: Why We Throw Good Money After Bad
The sunk cost fallacy explained: Arkes and Blumer's theatre experiment, loss aversion, the Concorde fallacy, escalation of commitment, and how to beat it.
The Premortem: Imagining Failure Before It Happens
The premortem technique explained: how imagining a project has already failed, via prospective hindsight, surfaces risks that ordinary planning misses.
The Availability Heuristic: Why Vivid Beats Likely
The availability heuristic explained: why we judge probability by ease of recall, how vivid events distort risk, and how to defend against the bias.
The Anchoring Effect: How the First Number Shapes the Rest
The anchoring effect explained through Tversky and Kahneman's wheel experiment, selective accessibility, courtroom and pricing examples, and how to fight it.
Satisficing vs Maximizing Explained
Satisficing settles for good enough while maximizing chases the best. Learn the costs of each, when to use them, and how to decide how to decide.
Hick's Law: Why More Choices Slow You Down
Hick's Law explained: how decision time grows logarithmically with the number of choices, its information-theory roots, design uses, and where it breaks down.
The Curse of Knowledge: Why Experts Struggle to Teach
The curse of knowledge explained through Newton's tapper experiment, chunking, the expert blind spot, and practical ways to recover the beginner's perspective.
Goodhart's Law: When a Measure Becomes a Target
Goodhart's Law explained through its origin in monetary policy, Strathern's famous phrasing, the four flavors of Goodhart, surrogation, reward hacking, and how to defend against it.
The Spacing Effect: Why Cramming Fails and Spaced Practice Wins
The spacing effect explained through Ebbinghaus's original work, the Cepeda meta-analysis, and Bjork's desirable difficulties, with a practical guide to spaced study.
Productivity Evidence Map: What the Research Actually Supports
Common productivity claims rated by how strong the research behind them really is. Robust principles - the cost of task-switching, specific goals, and if-then plans - separated from popular-but-unproven tactics like the 'optimal' Pomodoro ratio or the single 'best' system, with what to actually do about it.
Cognitive Bias Evidence Map: Robust vs. Failed-to-Replicate Biases
An evidence map of well-known cognitive biases rated by how well they replicate - separating robust findings (anchoring, framing, confirmation bias) from contested ones (ego depletion, social priming).
Learning Science Evidence Map: What the Research Actually Shows
A sourced evidence map of core learning-science findings: each technique rated by evidence strength and effect type, with every claim linked to a named peer-reviewed study.
AI for Knowledge Work: Practical Workflows, Prompts, and Limits
A practical hub for using AI in real knowledge work - research, writing, analysis, and learning - without losing quality or trust. Concrete workflows, prompting principles, and a non-negotiable verification step.
Better Decisions Under Uncertainty: A Practical Guide and Toolkit
A practical guide to decision-making under uncertainty: the core cognitive biases, probabilistic thinking, premortems, a decision journal template, and a bias checklist you can apply immediately.
AI Source Trust Checklist: 10 Checks Before You Trust an AI Answer
A structured 10-check protocol for evaluating AI-generated answers before acting on them. Includes scoring rubric, worked examples, printable worksheet, and a classroom learning activity. For students, educators, and knowledge workers.
Understanding Deep Work and Shallow Work Concepts
Deep work and shallow work defined with Cal Newport's framework and the research behind it. Sophie Leroy's attention residue, Gloria Mark's...
Identifying Toxic Workplace Signs and Responses
Twelve diagnostic signs of a toxic workplace grounded in organizational psychology. Donald Sull's ten attributes, MIT Sloan data on attrition,...
Crafting a Strong Interview Answer: Personal Story
A structural answer to the most common interview opener, built from hiring research on first impressions, decision-cascade effects, and the...
Understanding Habit Stacking for Lasting Routines
Habit stacking explained with the research behind it. BJ Fogg's behavior model, James Clear's implementation intentions, Wendy Wood's context...
The Eisenhower Matrix: Prioritize Like a President
The Eisenhower matrix explained, with its actual history, its relationship to Stephen Covey's popularization, and the research on priority...
Creative Block: Why It Happens and How to Break It
A research-grounded examination of creative block as a symptom with multiple causes rather than a single condition.
Imposter Syndrome: Understanding Its Roots and Impact
Imposter syndrome explained through Pauline Clance's original research, Valerie Young's five archetypes, and neuroscience of the Dunning-Kruger...
Flow State: Insights Into Achieving Deep Focus
Flow state explained through Mihaly Csikszentmihalyi's research, the nine conditions that produce it, and what Arne Dietrich and Steven Kotler...
Utilitarianism Explained: Ethics of Pleasure and Pain
A thorough guide to utilitarianism: Bentham's hedonic calculus, Mill's higher pleasures, act vs rule utilitarianism, Singer's preference...
Understanding Measurement Bias: Its Impact on Results
Measurement bias: Systematic error in data collection distorting results consistently (not random noise—predictable direction).
The Testing Effect: Quizzing Yourself for Better Retention
The testing effect is one of the most robust findings in learning science: retrieval practice produces better long-term retention than repeated...
Active Listening: Why Most People Do It Wrong
Active listening explained through Carl Rogers's original framework and the research on what actually improves comprehension and connection.
How to Stop Being Talked Over in Meetings: Scripts and Strategies
Research-backed techniques for reclaiming your voice in meetings. Scripts for interruption recovery, pre-meeting preparation, and the specific...
How to Push Back on Unreasonable Deadlines Professionally
Scripts and framing for pushing back on unrealistic deadlines without getting labeled difficult.
Navigating Micromanagement: Strategies to Cope
A research-backed playbook for working under a micromanager. Scripts for reducing check-ins, building trust, setting boundaries, and distinguishing...
How to Effectively Disagree With Your Boss
Scripts and framing for pushing back effectively on a boss's decision. Research-backed guidance from the psychological safety, negotiation, and...
Giving Upward Feedback: Telling Your Manager They're Wrong
A research-backed guide to delivering critical feedback to your manager. Scripts, timing, and framing for the conversations that managers actually...
Reasons High Performers Leave Companies
The research-backed reasons your best people are quitting before the average ones. What actually drives high-performer attrition, what managers...
Strategies for Handling Coworker Credit Theft
A research-backed response playbook for credit theft at work. Scripts for reclaiming credit in real time, documentation strategies, and how to...
Signs You’re Being Strung Along in Job Interviews
How to spot a job search dead end before you spend weeks on it. Signs the role is already promised, the budget is fake, or the process is theater,...
Identifying Dislike from Your Manager
Research-backed signs a manager has quietly decided against you, how to distinguish dislike from ordinary distance, and a practical playbook for...
Scripts for Resigning Professionally
Complete scripts and sequencing for resigning professionally. Research-backed guidance on timing, written notices, counter-offers, exit interviews,...
Coping with a Bad Performance Review: Strategies
A research-backed playbook for surviving a bad performance review. Scripts for the meeting, a 30-day recovery plan, and what the literature on...
How to Ask for a Raise When You Have No Leverage
A research-backed playbook for asking for a raise when you have no external offer, no formal promotion cycle, and no obvious leverage.
Why Your Morning Routine Fails (And What Actually Works)
The research on why morning routines collapse and what specific design principles make routines stick.
The Cognitive Costs of Multitasking Revealed
The research on multitasking and cognitive performance. What Clifford Nass, David Strayer, and others documented about the measurable costs,...
The Sunday Scaries: Why They Happen and Fixes That Work
The research on Sunday evening anxiety, what produces it, and specific evidence-based interventions.
Emotional Labor: Why Easy Days Feel Exhausting
The research on emotional labor and why cognitively light days leave you depleted. Arlie Hochschild's foundational work, surface acting versus deep...
Why Procrastination Affects Capable Individuals
The research on why procrastination persists in high-capability people. Emotional regulation theory, temporal motivation models, and the...
Rejection Sensitive Dysphoria in the Workplace
Rejection Sensitive Dysphoria in professional contexts. The neuroscience, the specific workplace triggers, how it intersects with ADHD and feedback...
High-Functioning Anxiety: Signs and Strategies
High-functioning anxiety explained. Research-backed signs, the cognitive and physical patterns that distinguish it from clinical anxiety...
Pomodoro Technique vs Time Blocking: Which Actually Works
Research-backed comparison of Pomodoro and time blocking with a decision framework covering task type, attention profile, and role demands.
GTD vs Bullet Journal: An Expert Comparison
Expert-written comparison of David Allen's GTD and Ryder Carroll's Bullet Journal Method with decision criteria by volume, device preference, and...
Forest App vs Focus Keeper vs Be Focused: Timer Comparisons
Expert-written comparison of Forest, Focus Keeper, and Be Focused productivity timers with feature-by-feature analysis and recommendations by use...
Eat the Frog vs Eisenhower Matrix vs Ivy Lee Method
Research-backed comparison of three classic prioritization methods with a decision framework for your role, workload, and decision style.