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- AI Scored 99.95% on 2D Games Humans Pick Up Quickly: What ARC-AGI-3 Says About Discovering Unknown Rules—and How That Idea Could Be Used to Search for Trading EdgesAI has been strangely uneven.
- Shadowverse: Worlds BeyondAfter Letting AI Play Ten Thousand Games, the Human Only Had to Recognize the “Lion”: Diamond Aggro Nightmare, Repeat Opponents, and How Calculation DisappearedAI did the expensive search first.
- I Thought I Was a Reporter, but I Became an AI Factory Manager — How Tapping a Phone in Bed Turned Work into FactorioThe original goal was simply to write.
- “I know I had fun, but I have no idea what to write” — Why some people go blank, others can talk forever, and AI suddenly makes writing easierImagine someone who enjoyed an outing and can easily say, “It was fun” and “Thank you.” Then ask for a short letter, and the mind goes blank.
- Automatic Posting Is the Easy Part: How to Build a 12-Language Distribution System That Keeps RunningSocial automation is often reduced to two tricks: schedule a post and ask an AI to write the caption.
- To Imitate People Who Are Good at Something, Steal How They Form Questions, Not Their AnswersWhen people try to imitate a successful trader or researcher, they naturally want the concrete answer: what was bought, when was the entry, and what exact…
- I handed senior-level engineering to an AI agent from my phone—and the move finished firstA fairly large software change was delegated to an AI agent.

- How AI Article Automation Turned Into an Autonomous Factory in About a Week: One Ultra Punch, Level 6, and Why Level 7 Can WaitThe fastest AI is not necessarily the one that answers first. In serious automation, speed means reaching a finished, stable system with less rework.
- “That has to be AI.” Why hybrid commercials mix generated worlds with real people—and why viewers can still noticeYou are watching a commercial.

- Do AI Agents Make Humans Unnecessary? How Environment Design and Trend Signals Can Build a Media System That “Kicks the Boss Out of the Factory”Imagine sending a few lines from your phone while you are out—“What is this?”—and having the system behind the scenes research the topic, write an article…

- How to Stop Wasting ChatGPT Pro’s Weekly Message Limit: What Counts as One Use, Retries, and Accidental SendsSome ChatGPT Pro users hit the limit and think, “Already?” Others seem to make the same weekly allowance last much longer.
- Does researching everything with AI improve decision quality? How a pile of “whatever, probably” questions turned daily life into a personal research labAt some point, daily life can start to feel oddly like a science channel.
- The Easiest Way to Reduce Complaining May Be to Turn It Into a Blog Post With AIWhen people talk about how to stop complaining, the advice is usually something like:
- ChatGPT Plus but no Medium or High on Android? How to diagnose it when the web version works and Work is availableYou subscribe to ChatGPT Plus because you want deeper reasoning.

- How can GPT-6 Astra's exploration ability help scalping research? — When AI can dig through thousands of combinations that once took years by hand, overfitting becomes the real monsterAnyone who has researched short-horizon trading strategies by hand knows that the painful part is not merely “doing the math.”
- Who does the work after “I need this”? How one partner becomes the family project manager—and how AI can help people move past “what do we do?”Long after a relationship has ended, someone somehow finds themselves analyzing the former partner’s family future.
- How to Make Citations Easy to Read — Turn Papers, News Sources, and References Into Evidence That Does Not Stop the ReaderA public-facing article needs citations for two reasons: to show that a claim has support and to let readers verify the original source.
- How to Turn Research Into Work — The “What Does Research Say? → Where Else Does It Apply? → Do It” MethodPowerful improvement does not always begin as an official improvement project. It can start with four crude questions:
- I Replaced Twitter With an AI Chat and Accidentally Built a Media Factory — How Random Thoughts Became 3,000 Article Candidates in Four MonthsI never decided to write one blog post every day. Most days, I did not personally write a complete article at all.
- Moving Is Project Management Wearing Casual Clothes: How AI Can Compress Pre-Move Admin Into a Few Days of Actual WorkMoving looks simple until you are leaving one rental, entering another, changing jobs, handling company housing, utilities, insurance, internet, security…
- From “Huh?” to a Thousand Articles — Turning Friction into Structure and Structure into Knowledge Assets with an AI External BrainOne day, someone opened the directory where their writing was stored. Markdown files were everywhere.
- How Logical Thinkers Can Organize Vague Meetings | Turning Wishes into RequirementsAt work, meetings sometimes begin with vague ideas.
- Four Months After a Breakup, How Do Men and Women Feel? Research Says Individual Differences Are Much Bigger Than the “Women Move On Fast, Men Hurt Later” MemeOn average, many people are well past the most acute phase by then.
- Does ChatGPT Make You Think Less? Why “Jerk × 4 = One Data Point” Explains How Deep-Dive Loops Can Sharpen Judgment“An ex was a jerk.
- Why Is Opus 5.5 Such a Big Deal? The Scary Part Is Not “Smarter AI” but “AI That Actually Finishes the Job”Right after release, people posted anecdotes about running High effort for hours while barely denting their usage allowance, or running several creative and…
- Why Do We Keep Checking for a Reset? When Generative AI Pulls Future Work Forward Into “Infinite Work”“What day does Tibo actually take off?”
- Same Sol, Twice the Fuel Economy? AI Agents Live or Die by the Harness — Understanding Codex, OpenCode, and MCP as a Wiring DiagramA developer posted on social media that after switching from Codex to OpenCode while still using the same GPT-5.6 Sol through ChatGPT authentication, they felt…
- Where Does the Edge in AI Algorithmic Trading Actually Come From? Price Prediction, Order Books, Low-Leverage Tests, and the Power of Running More ExperimentsIf you want to build an AI trading system, the obvious idea is simple: predict the next price.
- What is Zed IDE? Why Astra can feel faster outside Codex — GitHub is the warehouse, Zed is the workbench, and the AI is still the brainA social-media report described a curious experience: the user kept using Astra, changed the working environment from Codex to Zed, and suddenly the whole…
- Is ¥15,000 a month for AI expensive? It looks different when you are buying back your evenings and weekends¥15,000 a month is expensive. There is no need to pretend otherwise.

- AI cut the job by 40%. Why do we cram in 67% more work instead of going home?A sensible way to judge an AI subscription is to ask how many hours it gives back.
- How Much More Can ChatGPT Pro 20x Actually Do Than 5x? Banked Resets Reveal Why Slack Time May Be the Real R&D CapitalYou want to move to the higher plan and run more AI work. The upgrade gets stuck. Meanwhile, usage resets are being handed out around you.
- I Extracted Far Too Much From One Breakup: I Dumped Everything Into AI and My Turning Point Became “Cloudy 5/5” Premium MaterialNormally, one long relationship ending might become one breakup essay.
- ISO on the Outside, Absolute Nonsense on the Inside — What “Dopagaki Driven Development” and “Pachinko–Dopamine–Charge–Atonement” Teach Us About Incongruity, Manzai, Museum Labels, and AI HumorTelling an AI to “make it funny” often produces laughter cues instead of humor: slang, exclamation marks, and the textual equivalent of someone laughing at…
- I Barely Give AI Detailed Instructions. “Win More” and “Do Less Work” Somehow Turned Into an Automated Verification SystemLooking back at how I use AI, I noticed something odd: I almost never give it a detailed procedure.
- GPT-6.1 Arrived Before GPT-6.0 Sol Reached Regular Chat. But the Real Problem Is Usage Limits, Not the Model-Launch FestivalOpen social media and suddenly there it is: GPT-6.1 Sol.
- When Instructions Are Vague but the Employee Gets BlamedSome people are told that they “do not listen to what others say.”
- I Treated the Real World Like a Game—and Somehow Got Very Fast at Searching and Improvised ExplanationsThis did not begin with a carefully planned research project.
- A Surprisingly Strong Motivation Statement from a Company’s PerspectiveA strong motivation statement is not always the one with the most beautiful wording.Related-word match: AI