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When does AGI arrive? The predictions compared, 2027 to never
Kurzweil holds to 2029, Amodei extrapolates to 2026 or 2027, Altman expects very capable systems by the end of the decade, and Bostrom, Yampolskiy and chip analysts give their own dates and doubts. Seeing the forecasts and their reasoning together helps readers weigh the confidence behind each.
Train what you're bad at: how fighters keep ego out of practice
Roger Gracie says to train your weaknesses and not just your strengths, Ethyn Ewing describes ego sabotaging training and the need to work on what you are bad at, the B-Team grapplers build practice around positional training and warn hobbyists about ego, and Israel Adesanya recounts putting ego aside to learn grappling. Practice that protects your pride feels good and teaches little, a lesson that applies well beyond combat sports.
Ask a better question: the small daily habit coaches and performers share
Josh Waitzkin builds his day around a most important question, Michael Beckwith and Peter Sage both teach replacing 'why me' with better questions, Michael Bungay Stanier offers five journal questions for coaching yourself, and Mel Robbins uses the five whys, a question at night, two mid-year questions and three borrowed questions for big decisions. A well-chosen question directs attention in a way a resolution does not, and these sources supply a tested set to pick from.
Humility or pride? Where a champion, a psychiatrist and Objectivists split
Yaron Brook defends pride as a virtue against Michael Malice in a direct exchange on humility versus pride, psychiatrist Paul Conti separates healthy pride from narcissism and pairs it with gratitude and humility, Khabib Nurmagomedov calls humility the guard against the trap of success, Bert Kreischer recalls his father's lesson in humility, and Gary Vaynerchuk links humility to peace of mind. The disagreement is partly about definitions, and sorting them out shows which kind of pride helps and which kind sets up a fall.
Do affirmations work? Values, self-love and what skeptics say
Amy Cuddy says to affirm your values and not your greatness, neuroscientist Emily McDonald explains what affirmations do in the brain, Rana el Kaliouby credits journaling and affirmations with getting her past self-doubt, Mel Robbins scripts sentences for bedtime and morning, and Bruce Lipton argues that positive thinking alone fails against subconscious programs. Set together they show which kinds of self-statement have support and why repeating flattering lines often changes nothing.
What the mirror does: honesty, self-compassion and the high five
Mel Robbins says half of people cannot look themselves in the eye and prescribes a mirror high five and pep talk, Adam Alter cites research on mirrors and honest behavior, Jim Curtis teaches a mirror exercise with a forgiveness prayer, therapist Lori Gottlieb includes the mirror among her daily tools, and Terry Bradshaw describes the mirror evaluation that followed three divorces. A mirror is a cheap, concrete way to practice both self-honesty and self-kindness, and these sources show the different uses side by side.
The money beliefs you inherited as a child, and how to rewrite them
Lewis Howes lists five money beliefs people absorb in childhood, Sharran Srivatsaa traces where his own came from, Jamie Sea describes money shame held in the body, David Bayer ties money beliefs to a core program, Peter Sage talks about a financial thermostat, Bruce Lipton links money to early programming, and George Kamel says wealth is more about identity and behavior than income. If an unchosen childhood script sets the ceiling, the work begins with naming that script before changing any tactic.
The fresh start effect: why birthdays, September and round-number ages spark change
Wharton's Katy Milkman explains the fresh start effect, Mel Robbins uses temporal landmarks such as a birthday to break from self-judgment and argues that fall's back-to-school effect makes September a better starting line than January, and Adam Alter points to the 'nine-ending ages' when people take stock. Timing a change to a landmark that already feels like a new chapter makes starting easier than waiting for motivation.
Biology as blueprint: what animals and cells teach robot designers
Russ Tedrake studies a dead fish that swims and bodies that adapt, Marc Raibert chases natural movement in legged machines, and Neil Gershenfeld takes the ribosome as his model for robots that build robots. Each borrows a different lesson from living things, which shows how much of robotics is reverse-engineering nature.
Build first, theorize later: the maker culture behind great robots
Marc Raibert hires makers, Neil Gershenfeld describes discovery as ready, fire, aim, Simone Giertz starts projects that should have been too hard, and Robert Playter turned lab lessons into company values. Their shared habit of building early and learning from the result is a usable model for anyone doing hard technical work.
Teaching machines what we actually want is a two-way job
Anca Dragan calls reward engineering a collaboration, Michael Littman recalls the role of the human expert in early reinforcement learning, and Neuralink's Matthew MacDougall describes brain and decoder learning together. Across very different systems, the machine and the person each have to adapt to the other for the goal to come through.
Edge cases and black swans: how robot builders hunt rare failures
Russ Tedrake uses simulation to find black swans, Andrej Karpathy describes Tesla's data engine, and Lex Fridman explains why edge cases dominate autonomous driving. The shared lesson is that reliability in the physical world comes from systematically finding the rare situations, not from average performance.
From one prototype to thousands: the hard jump to manufacturing
Robert Playter recounts turning Boston Dynamics from a research lab into a manufacturer, Simone Giertz describes going from a single build to mass-produced products, and Marc Raibert and Russ Tedrake discuss cost and the business of robotics. Their accounts show that making a robot work once and making it a product are different skills.
How the people who build robots answer the fear of robots
Russ Tedrake and Robert Playter both take on public fear of their machines, Michael Littman explains his doubts about AI as an existential threat, and Kate Darling offers the animal analogy as a calmer way to think. Hearing the builders' reasoning gives readers a grounded counterweight to science-fiction worries.
The half-automated car: why sharing control with a machine is risky
Anca Dragan describes a trap in semi-autonomous driving, Rana el Kaliouby builds driver monitoring to watch the human, and Lex Fridman draws on Tesla Autopilot to discuss humans working alongside automation. Together they show that the handoff between person and machine is its own design problem, separate from making the car drive well.
AI as doctor, coach and second opinion: what experts expect
Marc Andreessen, Terry Sejnowski, Fei-Fei Li and Chamath Palihapitiya describe AI that helps diagnose, advises patients and assists in surgery, while stressing the role of human judgment. It marks out the medical uses that are close and the ones that remain hopes.
Is prompting a lasting skill or a passing phase?
Amanda Askell and the Cursor team treat prompt writing as careful craft, Fei-Fei Li and Manolis Kellis see it as a new literacy, and Aravind Srinivas says good products should remove the need for it. The answer tells learners how much effort to invest in the skill.
The six-month AI pause: who backed it, who opposed it, and why
Max Tegmark explains the open letter calling for a pause on giant AI experiments, Manolis Kellis argues against it, and Nick Bostrom lays out the case on both sides. The episode is a compact test of whether any slowdown in AI development is workable.
After the engines won: how chess and poker pros changed their game
Magnus Carlsen, Levy Rozman and Daniel Negreanu describe how superhuman engines and solvers reshaped preparation, style and cheating in their games without ending human competition. Their experience is a preview for every field where AI becomes better than the best people.
Who moved the giant stones? Believers and a skeptic on megaliths
Jimmy Corsetti and Dan Richards argue over Baalbek and how huge blocks could be moved then and now, Richards examines how the Great Pyramid was built, Timothy Alberino asks who really built Peru's megaliths, and Graham Hancock raises Egypt's unanswered questions. The disagreement is a useful test of when 'we do not know how' is evidence for a lost technology and when it is not.
How to stay skeptical without losing your sense of wonder
Ann Druyan talks about skepticism without losing wonder, David Kipping about agnosticism versus wonder and the discipline of doubt, and Michelle Thaller and Brian Cox about the value of admitting what we do not know. They describe a way of holding big questions that is honest about uncertainty and still moved by it.
Why the secrecy? UFO disclosure advocates on what governments withhold
Jeremy Corbell and George Knapp explain why they think the secret was kept and what new disclosure law would do, James Fox asks why the secrecy persists and traces the road to the hearings, and Michael Shellenberger reports on a new UAP whistleblower. These are claims by advocates and journalists, and laying them side by side shows where their accounts line up and what remains unproven.
Getting to another star: what scientists think is actually possible
Sara Seager and David Kipping both discuss how we might reach other stars, and Ann Druyan tells the story of Voyager and its Golden Record, the craft already on its way out. Together they give a sober picture of the distances involved and of what has been done so far.
Planets are everywhere, and most look nothing like our solar system
Sara Seager, David Kipping, Adam Frank and Michelle Thaller all describe how the discovery of exoplanets settled an ancient question and turned up worlds far stranger than expected. It is the firm ground under every other argument about life beyond Earth.