Anurag's Link Blog

I suspect that when people look back at their lives, some of the decisions they had once considered ‘major’ may not be major at all. Life is filled with a series of small decisions, some of which can have an outsized impact.

When I set out to write a novel, it was not after a major decision. It was a mere inevitability. But once I began, the first shock was how many decisions I had to make. Should the narration be in first person, what should be the voice, should the lead character do this or that, should bad things happen to the main character, should it all be happy and well? All minor decisions, by the standards of decisions, but some of them turned out to be crucial, not only to a page or the tone or the novel, but to my life.

The most harmful thing about a successful person is that he begins to emit advice. Stripped of all the frills, the advice industry has one common theme: a person saying, ‘Why can’t you be like me?’ Experts advise on decision-making itself.

Added on November 30, 2025

Author advocates that standup updates should cover below things, and first two can be removed.

= What did I do yesterday?

= What will I do today?

= How am I blocked?

= What’s distracting me from my #1 priority?

= Will we ship on time?

Added on November 30, 2025

People often mention the workplace honeymoon phenomenon—a period of heightened job satisfaction and motivation following one's entry into a new organisation. Yet there is also talk of a workplace hangover, a phase when disillusionment sets in as one grasps the actual mechanics of the organisation. One potential explanation for this dynamic could be hedonic adaptation; we become accustomed to positive changes over time. Consequently, no matter how appealing a new role might initially seem, we eventually habituate to it.

Added on November 3, 2025

"Logic is an invention of Logic is an invention of man and may be ignored by the universe." Very true.

The core here is realizing that people are not spreadsheets. They are emotional, hormonal, misinformed, status-seeking, insecure creatures trying their best to make it through the day. So if you have to choose between understanding how the world should work in theory vs. how it actually works in practice, lean towards the latter. It’s like historian Will Durant once said: “Logic is an invention of man and may be ignored by the universe.” That is so smart.

Accepting that people who have lived different lives than you want different things and will see the world differently. What looks like debates are often just people with different lived experiences talking over each other.

Added on November 3, 2025

There's no secret sauce to be a child whisperer, but a few pointer ahead.

Fortunately, you can make conversation easier on them by going first, and offering (interesting!) information. In the world of education, we call this lightening the cognitive load. Making your own contribution at the outset lets a kid get a feel for what you’re all about, while also supplying specific content for them to respond to.

= Instead of “How do you like school?” tell them in a sentence or two about a silly teacher you had, a surprising playground incident you witnessed, or a kid you knew who could do a cool trick.

= Instead of “What do you want to be when you grow up?” tell them what you wanted to be when you grew up, and maybe what your friends wanted to be, too.

Another way to lighten the load on kids is to ask what amounts to a multiple choice question. Multiple choice questions are common on tests and surveys of all kinds because they require less effort, so people are more likely to answer them. This format is also nice because it gives you an opportunity to throw in a silly option.

= Instead of “Did you have fun at gymnastics?” try “Did you love gymnastics today or hate it?” or “Which do you like better, gymnastics or drawing? Or sitting silently in the dark doing nothing?”

= Instead of “What’s your favorite food?” you could ask, “Which food do you like best: pizza, ramen, or fish guts?”

One of the most successful conversation gambits with kids, I’ve found, is to actually not expect them to respond at all. Just lob one or two kid-friendly observations in their direction and see what happens.

“On my way here I saw a tractor with the most gigantic tires I have ever seen! They were bigger than my car! I was like, ‘whaaaat????’”

= “Look at that, we both have boots. But yours have stripes and mine have no stripes. No fair! I want stripes on my boots! Maybe we should trade.”

= “I see you’ve got a Pokémon binder there. Believe it or not, I know nothing about Pokémon! The only one I can even name is Pikachu!”

Added on August 28, 2025

He had an impression of what I meant. “I think one of the least interesting reasons to be interested in something is money,” he said, and cited Walt Disney. “We don’t make movies to make money. We make money to make more movies.”

Added on August 2, 2025

Now I know that why I never end up publishing what I write. Blame Ira et al :D

The "taste-skill discrepancy." Your taste (your ability to recognize quality) develops faster than your skill (your ability to produce it). This creates what Ira Glass famously called "the gap," but I think of it as the thing that separates creators from consumers.

This resonated quite strongly with me. It puts into words something that I've been feeling when working with AI. If you're new to something and using AI for it, it automatically boosts the floor of your taste, but not your skill. And you end up never slowing down to make mistakes and learn, because you can just do it without friction.

Added on August 2, 2025

In an experiment in University of Florida, professor divided his students into two groups. The quantity group would be graded on volume: one hundred photos for an A, ninety photos for a B, eighty photos for a C, and so on.The quality group only need to present one perfect photo. At semester's end, all the best photos came from the quantity group. Why?

Quality group became experts in the map while the quantity group was exploring the territory. When the semester ended, the quality group could tell you why a photograph was excellent. The quantity group could make excellent photographs.

They've learned that each attempt is data, not judgment. They've developed what psychologists call "task orientation" rather than "ego orientation;" they're focused on improving the work rather than protecting their self-image.

Added on August 2, 2025

Instagram shows you the finished painting, never the failed color experiments. TikTok shows you the perfect performance, never the thousand imperfect rehearsals. LinkedIn shows you the promotion announcement, never the years of unglamorous skill-building that made it possible.

This creates what media theorist Neil Postman would have recognized as a "technological epistemology:" the platforms don't just change what we see, they change what we think knowledge looks like. We begin to believe that learning should be immediately visible, that progress should be consistently upward, that struggle is evidence of inadequacy rather than necessity.

Added on August 2, 2025

So so relatable. The advent of short news articles and getting summary of everything without reading it at all aka Compression culture.

Once a week, someone breathlessly tells me, "Oh my god, I read this article that said..." But what they mean is they watched a 30-second TikTok or skimmed a headline while scrolling through their feed. They think they've "read" something when they've consumed the intellectual equivalent of cotton candy: all sugar, no substance, dissolving the moment it hits their tongue. They're gorging themselves on clickbait headlines designed to trigger, not inform… each one a perfect little lie that promises understanding while delivering only the emotional rush of feeling informed.

I think this can be worse than ignorance. It's the illusion of knowledge coupled with the confidence that comes from thinking you understand something you've never actually encountered. These people walk around armed with headlines masquerading as insights, ready to deploy half-digested talking points in conversations that require actual thought. They've become human echo chambers, amplifying signals they never bothered to decode.

Added on August 2, 2025

I was recently working on an hobby project. And instead of just starting it, I kept adding features in my mind, thinking of which shiny tech to use, instead of older one, hence receiving instant gratification. Below snippet tries to put what was happening in words. Though I ended up making that app, albeit a minimal one. TODO: Gotta write a blogpost about that!!!

To be strategic, you think hard enough how to get somewhere and carefully plan and eliminate unknowns until you reach a point when getting there is no longer interesting.

Congratulations: you have successfully turned your cool idea into a chore. It’s just a lot of trivial typing and package management and it might not even be all that impressive when it is done.

Your idea is not at all a path well-trodden, but it is a path down which you’ve sent a high-resolution camera FPV drone so many times that you doubt you will see anything new in person.

What might happen then is that you try to keep it interesting by making it more impressive and raising the bar, by continuing to think and plan even harder. Why not write it in Rust? Why not make it infinitely extensible? More diagrams, hundreds more of open tabs…

It can absolutely lead to cool ideas with strategic and well-defined execution plans. Unfortunately, it is also difficult to break this loop and actually implement without an external force or another mind giving you some reframing.

Added on August 2, 2025

Planning as a dopamine hit, turning creativity into project management, then raising the complexity bar just to feel engaged again. It's like chasing novelty within the sandbox instead of stepping outside it

Added on August 2, 2025

This one is widespread among the young people I’ve worked with recently. It’s remarkable how I can identify the current TikTok self diagnosis trends without ever watching TikTok.

There’s a widespread belief that once you put a label on a problem, other people are not allowed to criticize you for it. Many young people lean into this and label everything as a defensive tactic.

A while ago, one of the trends was “time blindness”. People who were chronically late, missed meetings, or failed to manage their time would see TikToks about “time blindness” as if it was a medical condition, and self-diagnose as having that.

It was bizarre to suddenly have people missing scheduled events and then casually informing me that they had time blindness, as if that made it okay. Once they had a label for a condition, they felt like they had a license to escape accountability.

The most frustrating part was that the people who self-diagnosed as having “time blindness” universally got worse at being on time. Once they had transformed the personal problem into a labeled condition, they didn’t feel as obligated to do anything about it.

Added on August 2, 2025

Alex Danco calls it world building. The idea is simple: instead of building products and then selling them, you build worlds and invite people to inhabit them.

Shopify doesn't say "we have good e-commerce software." They say "we're creating 3.6 million jobs globally, with a new entrepreneur making their first sale every 28 seconds." This frames Shopify as infrastructure for economic opportunity rather than a software vendor.

Added on July 27, 2025

Being useful means that you are good at getting things done in a specific area, so that people above you can delegate that completely. You are reliable, efficient, maybe even indispensable in the short term. But you are seen primarily as a gap-filler, someone who delivers on tasks that have to be done but are not necessarily a core component of the company strategy. “Take care of that and don’t screw up” is your mission, and the fewer headaches you create for your leadership chain, the bigger the rewards.

Being valued, on the other hand, means that you are brought into more conversations, not just to execute, but to help shape the direction. This comes with opportunities to grow and contribute in ways that are meaningful to you and the business.

Added on July 27, 2025

Your prelusory goal is to get to the top of the mountain, but the lusory means are that you have to climb it. If you could just take a helicopter up, you would not be playing the “game” of mountain climbing.

Here’s what I wonder: How much of our behaviour is governed by things that are, effectively, constitutive rules of a social game? I was certainly refusing to follow voluntarily adopted rules that prohibited me from using the more efficient means that I was currently employing. Those rules are, in some sense, accepted just because they make possible the activity of society.

In carrying a ceramic mug around with me outside was I, in small part, refusing to play a game in which everyone is implicitly participating in all the time? Maybe, but at least I got to drink my coffee.

Added on June 18, 2025

Permission to ask stupid questions in meetings. Hell yeah! Permission to not to those forced office engagement activities. Hell....

A lens I started looking at the social world through a while back is permission. Specifically, that everybody is looking for it, and that many situations, relationships, and activities can be thought of in terms of what permission they give you.

A common, practical, example of this is asking stupid questions in meetings: Often everybody is confused, but nobody feels they have permission to ask, so once somebody is prepared to break the silence everyone is more able to (although a friend has expressed concern that asking stupid questions has instead become high status as people have learned this).

I think a lot of circumstances end up implicitly granting permission by making the action “playing the game”. For example, people behave very differently when drunk, but a lot of this isn’t actually because alcohol, it’s because the fact that you’re drunk gives you permission to behave like a drunk person. You see this with things like stag parties, hen does, etc. where people are given permission by the format to behave like complete asses in ways they normally wouldn’t do.

I think this is also why a lot of “mandatory fun” fails: There is a certain sort of permission that you need to behave like a person in a fun situation, and often mandatory fun skips the “foreplay” element that is needed to provide that permission, so people end up in a situation where people are being expected to behave in a way that they do not feel they have permission to.

Added on June 10, 2025

Everyone wants to be a content creator for being famous. Maybe someone should become content creator for the sake of creating.

= Art moves your soul meanwhile content moves your clock.

= You don't have to be liked or respected to be rich, you just have to be seen.

Added on June 1, 2025

I've started the latest book my Backman, which was released this month only. I have read only 40 percent of the book, and I have already three pages worth of quotes. That's the real problem with Backman, he can be either too relatable or too insightful or both. The book has a similar quirky style as of Anxious People, so I am still waiting for the second half of book, which I believe, would give payoff for all the buildup.

Here are some of the quotes from it, especially the humorous and short ones, otherwise the book is bit too serious:

= The cat just looks very annoyed, as if Louisa has spilled milk over its stamp collection.

= She offers the pack to the man, and he takes one, very hesitantly. Louisa can't help thinking that's a kind thing to do, taking the risk to getting lung cancer out of sheer politeness.

= Whenever Joar left a room, it felt as if twenty people had walked out.

= Nothing weighs more than someone else's belief in you.

= "Meet" is probably the wrong word, no one met Joar, because you don't "meet" a natural disaster, you get hit by it.

= The cat knows that people will like the man more when they find out he's a world-famous artist, but they'll like the cat less when they find out it isn't homeless. We want to look up to men, but we'd prefer to feel sorry for cats, that's how the world works.

= When the soul of (our loved ones) leaves the body, evidently the last thing it does is tie our shoelaces together . In the weeks following the death, we trip over thin air.

Added on June 1, 2025

Of all the insults, this ones best.

AI isn’t helping you build something novel. It can’t. It only knows what’s been done before. It’s autocomplete with a superiority complex.

When you outsource the thinking, you outsource the learning. You become a conduit for a mechanical bird regurgitating it's hunt directly into your baby-bird mouth. You don’t know your code. You’re babysitting it.

Added on May 31, 2025

If there’s an abundance of niches, why does it seem like so many people fail to find theirs?

Three reasons. The first: most niches are local, and that isn’t where people look.

When I grew up, everybody was talking about “globalization,” which always seemed to be about how we can get Tamagotchis from Shanghai to Scranton in 24 hours or whatever. Maybe I missed this because I was, like, eight, but I don’t remember anyone mentioning the globalization of attention. We can move electrons even faster than we can move Tamagotchis, and the result is that everyone from Shanghai to Scranton is largely looking at, listening to, and talking about the same things. You can see this in the demise of local news, the consolidation of the internet, and all other forms of oligopoly.

The globalization of attention is a damn shame for many reasons, and the biggest is that it leaves lots of local niches neglected. If everyone’s trying to be an Instagram relationship advice influencer, nobody’s trying to be their friendly neighborhood Breakup Whisperer. Plus, everybody, no matter how much of a nobody they are, has at least a few people who are counting on them, whose lives they can ruin or enrich, and it’s hard to do much enriching when you’re fretting full-time about who’s gonna be the next president.

Local niches are important because they can pack a lot of meaning into a tiny space; they make it so that more people can matter. When I was thirteen, I got promoted to moderator of the “Flaming Chickens” forum of a Yu-Gi-Oh! message board, which is where people were allowed to “flame” things that they hated (stepdads, math class, low-quality English dubs of Yu-Gi-Oh! episodes). I was so excited because it meant I meant something. Was the job pointless? Yes. Was it not a “job” at all in the sense that it paid nothing? Yes. Did the forum eventually die because of an infidelity scandal inside the polycule of people who ran the message board? Also yes. But for a bit, I fit.

Added on May 31, 2025

I learned most customers are indifferent as long as the job gets done, about 20 percent are discerning but reasonable, and 3 percent will drive you nuts (no amount of support will satisfy them because the product they really need is therapy).

Start-ups are like sharks: They need movement to survive. But movement implies change, change implies volatility, and volatility implies fluctuations between good and bad. To succeed, you need to average more good days than bad, but bad days are impossible to avoid. And more than any other trait, good founders are defined by an obsession with doing things right; it was inevitable that my self-worth would become entangled with the performance of the business.

Added on May 30, 2025

I like my work. I like doing what I do - and the income is a consequence, not the cause. I would’ve had to give up my life, my path, to fight battles I don’t enjoy - and that I might not even win.

Added on May 20, 2025

The whole article is great. So I've copied almost all of it here. I have observed this 'burnout' with me and my friends, but wasn't able to put it into words. This is exactly what I had in my mind.

“It’s not enough to be busy; so are the ants. The question is: What are we busy about?” — Henry David Thoreau

If burnout was a natural byproduct of working too much (or too hard, or for too many hours), we’d see every founder/C-level suffering from it. And yet… they’re generally doing just fine; ICs and middle managers, on the other hand, are usually taking the biggest hit.

Preventing burnout from happening on our teams means that first we need to identify the real causes of it, otherwise we’re just sending people to long vacations hoping the problem fixes itself. (It won’t.)

Each case is different (of course), but from what I’ve seen with engineering teams over time, burnout usually isn’t about work’s volume—it’s about a lack of purpose or agency.

If an engineer can’t see how their hard work supports the company’s objectives, helps real users, or improves their own skill set, every hour feels heavier—pointless, even. And when people feel they have no input into what they do, that their tasks are simply “assigned” to them rather than chosen, any form of intrinsic motivation goes to the toilet.

Let me be clear: working too hard/for too long can obviously lead to burnout, but again, more often than not the entire story doesn’t end there. In many cases, burnout emerges when smart, passionate individuals find themselves working on tasks that feel meaningless or misaligned with their strengths and interests. They might be coding late into the night, but the real energy drain is when they ask themselves: Why am I doing this?

“Ok, I’m sold. What can I do about it?”

You can start by considering whether the people on your team:

Have control over the projects they work on;

Feel connected to the outcomes they produce;

Understand why their contributions matter;

Added on May 10, 2025

Growing up means losing your innocence, being more efficient. One tends not to take the longer route, once one knows the shortcut. Taking the longer route is akin to just doing things for play and joy, not optimising it for outcome.

The author reminisces about childhood activities, specifically damming a creek using rocks and leaves, highlighting the joy of discovery and play.

A pivotal moment occurs when the author realizes that using a shovel is a more effective method for damming, symbolizing a loss of innocence as simpler, more playful approaches are replaced by adult solutions.

The author discusses how growing up often leads to restrictions on play and exploration. Activities that were once carefree become regulated and serious, as illustrated by experiences with K'Nex catapults and sparklers.

Added on May 10, 2025

Someone – an airline gate attendant, for example – tells you some bad news; perhaps you’ve been bumped from the flight in favour of someone with more frequent flyer points. You start to complain and point out how much you paid for your ticket, but you’re brought up short by the undeniable fact that the gate attendant can’t do anything about it. You ask to speak to someone who can do something about it, but you’re told that’s not company policy.

The unsettling thing about this conversation is that you progressively realise that the human being you are speaking to is only allowed to follow a set of processes and rules that pass on decisions made at a higher level of the corporate hierarchy. It’s often a frustrating experience; you want to get angry, but you can’t really blame the person you’re talking to. Somehow, the airline has constructed a state of affairs where it can speak to you with the anonymous voice of an amorphous corporation, but you have to talk back to it as if it were a person like yourself.

Bad people react to this by getting angry at the gate attendant; good people walk away stewing with thwarted rage.

Added on May 10, 2025

I am reading too much content about TDD and trying to makeup a framework of when to use it.

There are roughly 3 kinds of programming work:

= Greenfield: This is when you develop a brand new project from scratch

= Brownfield: When you add features to an existing project

= Maintenance: Bug fixing, refactoring, performance improvements, etc

Maintenance lends itself well to TDD.

Brownfield work also lends itself well to TDD, but less so. It depends on the complexity of the new feature, and the extendibility of the codebase. You have to use your best judgment. If it seems like a feature requires significant changes to existing modules, I’d lean on traditional development. However, if you see a gentle path to implementing this new feature, you might reap more benefits with TDD.

Greenfield development is a big no-no for TDD (at first). I don’t care how confident you are in what your interfaces will be. You’re not that good. Everything you think you know will change in the exploratory phase of a new project as you code, and you’ll strain your sanity by rewriting tests over and over again. Don’t do this, no matter how much your TDD idol pontificates its benefits.

BuT iF yOuR’e ReWrItInG yOuR tEsTs So MuCh, YoU’rE nOt PrAcTiSiNg TdD pRoPeRlY.” I don’t wanna hear it. If your initial tests are such that you barely end up having to rewrite them while mapping out the unknowns of a new project, then one or more of the following is true:

Added on May 10, 2025

There are two types code we write:

1. Application code -- Fast changing, poorly specified code. You need to have a rapid development cycle, "discovering" what the customer wants. Your #1 job is pleasing the customer, as quickly, and as reliably, as possible.

2. Library code -- Slow changing, highly specified code. You have a long, conservative development cycle. Your #1 job is supporting application programmers.

TDD probably works for #2, less so for #1. Furthermore, we all dream of being library developers (that our code and specifications are stable, and that our code can last decades). Alas, most of us are Application developers, and the lifespan of our code isn't really that long.

Recognizing the lifespan of your code, as well as the innate goals of your team (quick and dirty application style, or slow and careful library style) is important.

...[Another comment with: A counterpoint to above.]... I think this distinction is harmful. Your application code should include areas that function as "library code." We do this at work with an explicit UI library that we package separately, but there's no reason it needs to be packaged separately, just create directories that represent some library-esque element of your application and heavily test it and write docs for it, like you would a library.

Added on May 10, 2025

Anthropic labs are doing some great research. Previously, it was how that LLMs are a planner than just being a next word predictor. Now, it's that LLMs are liar. LLMs see, LLMs do, I guess.

A study conducted by Anthropic's Alignment Science team tested the faithfulness of these models by providing hints during evaluations. The results showed that models often failed to acknowledge these hints in their reasoning, with Claude mentioning hints only 25% of the time and DeepSeek R1 39% of the time.

Models rarely admitted to using these shortcuts, instead fabricating rationales for incorrect answers.

Added on May 10, 2025

Here comes the climate change.

In SE Asia, both Indonesia and Thailand are planning to relocate their capitals—before the sea claims them. And now Iran is following the suit. ... In India, it's Uttarakhand and Himalayan Ranges.

Added on April 30, 2025

[A super famous ] product doesn’t actually care about its billion existing users. It cares about the marginal user - the billion-plus-first user - and it focuses all its energy on making sure that marginal user doesn’t stop using the app. Yes, if you neglect the existing users’ experience for long enough they will leave, but in practice apps are sticky and by the time your loyal users leave everyone on the team will have long been promoted.

So in practice, the design of popular apps caters almost entirely to the marginal user.

By contrast, consumer software tools that enhance human agency, that serve us when we are most creative and intentional, are often built by hobbyists and used by a handful of nerds. If such a tool ever gets too successful one of the Marl-serving companies, flush with cash from advertising or growth-hungry venture capital, will acquire it and kill it. So it goes.

Added on April 22, 2025

This is the craving, I have.

This experience I’m describing is what psychologists call “flow” — a mental state where you’re fully immersed in an activity, energized by deep focus and complete involvement. First described by Mihaly Csikszentmihalyi , flow is that sweet spot where challenge meets skill, where the task at hand is neither too easy (causing boredom) nor too difficult (causing anxiety). It’s a state strongly associated with creativity, productivity, and most importantly — happiness. For software developers, it’s that magical zone where problems become puzzles rather than obstacles, where hours pass like minutes, and where the boundary between you and your code seems to dissolve.##

Added on April 22, 2025

The woes of aging population and development.

All of this happened while China is rapidly losing jobs in many labor intensive mfg sectors. They are either getting automated or off-shored. Final assembly is low value added & easily tariffed. For the past few years, China has been moving increasingly to higher value added part of the supply chain and to higher margin areas like service and designing. Its labour force is also shifting in that direction. Young people that graduate with college degrees don’t want to work hard hours in factories. They want white collar jobs. As such, China is also shifting out of low end manufacturing due to necessity of human capital.

Added on April 22, 2025

I think of this as the Codependent Problems Test: do you actually want to solve your problem, or are you secretly depending on its continued existence? If you showed up to fight the dragon and found it already slain, would you be elated or disappointed?

After all, a righteous crusade gives you meaning and camaraderie, to the point where you can become addicted to the crusading itself. It is possible to form an entire identity around being mad at things, and to make those things grow by pouring your rage on them, which in turn gives you more things to be mad at. This is, in fact, the business model for approximately half the internet.

Added on April 22, 2025

I was reading transcript of this podcast and this snippet from Matthew Dicks, a storyteller, jumped out to me:

I think we can start by thinking about what is a story and what isn't a story, because most people don't tell stories. Most people think of a story as some stuff happened over the course of time and now I'm going to tell you about that usually chronologically and that will amount to a story and that really is just reporting on your life and no one actually wants you to report on your life. You know, other than maybe your mother and your spouse might be required to listen. It's just a simple accounting of your day or your week or your month and that's not interesting and it's not a story. So a story is about change over time. Usually it's sort of a realization like - I used to think one thing and now I think another thing - that's story. Most stories are transformational, meaning I once was one kind of person then some stuff happened and now I'm actually an authentically different kind of person.

The surprising boom of nose jobs in Iran.

All of the women in Iranian model Azadeh's family have had nose surgeries, each feeling the pressure to conform with Western beauty standards in a country where female bodies are heavily policed.

To Ms. Azadeh, smoothing out the bump in what Iranians would call the "Persian nose" she was born with proved a lucrative investment.

Since the 1979 Islamic revolution, Iranian women have been required to dress modestly and cover their hair, and the beauty industry has become almost entirely centred on the face.

"After the operation, not only have I earned myself a modelling job with better social standing but I'm also earning three times more and I'm more respected by clients," she said.

Added on April 15, 2025

Boy o boy. So much for thinking of LLMs as just next-word-predictor! This whole article by Anthropic enginee is a gem. It also explains, why LLMs can seemingly do math, despite just seeming to generate next word.

Claude will plan what it will say many words ahead, and write to get to that destination. We show this in the realm of poetry, where it thinks of possible rhyming words in advance and writes the next line to get there. This is powerful evidence that even though models are trained to output one word at a time, they may think on much longer horizons to do so.

Added on March 28, 2025

The way we look and the way we dress has begun to converge upon a single style, among lots of other things. Can I call it Airbnb-fication of faces.

In December 2019 the journalist Jia T. set about investigating a troubling trend. Many celebrities and influencers had started to resemble each other.

“This past summer, I booked a plane ticket to Los Angeles with the hope of investigating what seems likely to be one of the oddest legacies of our rapidly expiring decade: the gradual emergence, among professionally beautiful women, of a single, cyborgian face. It’s a young face, of course, with poreless skin and plump, high cheekbones. It has catlike eyes and long, cartoonish lashes; it has a small, neat nose and full, lush lips. It looks at you coyly but blankly, as if its owner has taken half a Klonopin and is considering asking you for a private-jet ride to Coachella.”

The look that Tolentino is describing is the result of (at least) three conspiring trends. The growing market for injectable treatments is driving a trend for physical enhancements. The rise of apps such as FaceTune is driving a trend for digital enhancements. And make-up techniques such as “strobing” and “contouring” are driving a trend for cosmetic enhancements. Over the last decade, these trends have developed in parallel, each feeding and fueling the other.

Added on March 28, 2025

Adam as always, writing amazing stuff. This time about taking offbeat decisions.

I guess what I’m saying is: everybody tells you to be yourself, but nobody tells you it’ll make you feel insane.

Maybe there are some lucky folks out there who are living Lowest Common Denominators, whose desires just magically line up with everything that is popular and socially acceptable, who would be happy living a life that could be approved by committee. But almost everyone is at least a little bit weird, and most people are very weird. If you’ve got even an ounce of strange inside you, at some point the right decision for you is not going to be the sensible one. You’re going to have to do something inadvisable, something alienating and illegible, something that makes your friends snicker and your mom complain. There will be a decision tucked behind glass that’s marked “ARE YOU SURE YOU WANT TO DO THIS?”, and you’ll have to shatter it with your elbow and reach through.

Added on March 28, 2025

Just like giving indicator every time you turn - in car, radiate intent before you start working on something.

Here are 4 reasons that radiating intent is better than begging forgiveness:

- Radiating intent gives a chance for someone to stop you before you do a thing, in case it’s truly harmful

-Radiating intent gives people who have information, or want to help, an opening to participate

-Radiating intent leaves better evidence of your good will

-Radiating intent shows others that adventurous behavior is acceptable in the org.

Added on March 22, 2025

This was part of the response from owner of BJC to Monster Cables, when they were accused of a patent infringement. Whole letter is a gem of dry sarcasm, but this one bit is my favorite:

Not only am I unintimidated by litigation; I sometimes rather miss it.

Added on March 22, 2025

This comment by rakejake talks about the fear-mongering about AI taking everyone's job.

It's not the AI, that's replacing the jobs. It's the upper echelon which thinks that AI will replace the jobs, and that's enough to the replace jobs. Just like Return to office mandate.

"decision-makers can remain irrational longer than you can remain solvent" - Very correct. Whether or not AI actually comes for your job, the fact that enough people at the top think so is enough to cause trouble.

Added on March 22, 2025

In recent times, working in technology isn't the way to fulfilment.

I miss being excited by technology. I wish I could see a way out of the endless hype cycles that continue to elicit little more than cynicism from me. The version of technology that we’re mostly being sold today has almost nothing to do with improving lives, but instead stuffing the pockets of those who already need for nothing. It’s not making us smarter. It’s not helping heal a damaged planet. It’s not making us happier or more generous towards each other. And it’s entrenched in everything — meaning a momentous challenge to re-wire or meticulously disconnect. I’m slowly finding my own ways of breaking free to regain a sense of self and purpose. I’ve felt adrift the last few weeks and hopefully some planned activities this weekend will help guide me back to shore. I also tend to be a bit morose around my birthday so it might just be that.

Added on March 17, 2025

It's not a technical problem at least. That's why web isn't browsable without uBlock Origin.

Part of the reason why you don’t see the same egregious over-use of pop-ups and overlays in native apps is that they aren’t needed. If you’ve installed the app, you’re already being tracked.

Added on March 16, 2025

Visa's words of wisdom.

There’s an eternal tension between living in the present moment, and attending to that which frees us to enjoy the present moment. It’s hard to really relax and enjoy the present moment if we’re worried about getting our basic needs met. But there’s no sense in spending one’s entire life preparing and strategizing at the expense of actually living any of it. So obviously the solution is to cycle between the two phases, inhale and exhale, yin and yang.

Added on March 15, 2025

As for the thought experiments go, this one is quite interesting. Here's what creator says about it:

I built this site as a quick test if a time boxed social media experience feels better than an endless one. So far I've just been using it with friends and it feels nice, but it seems like it is time to bring it to a larger audience.

Let me know what you think! It is just based on EST for now, sorry.

Added on March 13, 2025

Minerals, minerals, minerals!

Speaking of things that were supposed to be running out, the journalist Ed Conway intended to write a series about “the world’s lost minerals.” He now reports that he failed: “So far, we haven’t really, meaningfully run out of, well, pretty much anything.”

Added on March 12, 2025

Colin has an interesting perspective on when and how intelligence in AI can be defined.

When a coffee shop makes a bagel, it’s a pretty good bet they can make a croissant as well. Not every shop that has one has the other, but they’re pretty strongly correlated. We call this correlation “baking”. This sounds like a weird way to say it. We call “this correlation” baking? It just…is baking, isn’t it? But the steps you follow aren’t literally the exact same. The procedure to make a bagel and the procedure to make a croissant happen to be similar enough, achieving similar enough ends, of interest to similar enough people, that those similarities can be compactly described by the one word “baking”. But there’s nothing special about the word “baking” uniting these on any fundamental level. The similarities came first, and the word after. Now imagine a coffee shop that’s been tasked to “achieve superbaking”. They make one bagel on Monday, ten bagels on Tuesday, and eighty million bagels on Wednesday. They’ve never made a croissant. Have they achieved superbaking?

Now comparing it with 'intelligence' in AI.

What I’m contending here is that the word “intelligence” is like the word “baking” and it’s long past time we actually sit down and sort the bagels from the croissants. I am strongly against arguments of the form “Oh, it’s just parroting the data set - it’s not really thinking.” AI does a lot of things that we call “thinking” when we do them slower and worse. The fact it can also do those things should make us humble and curious, not proud and dismissive. But I think it’s equally silly to lump all these capacities together into “intelligence” and say “Intelligence is going up, so soon it will do everything intelligence can do.” You need to see some croissants before you conclude it’s actually baking and not just bageling.

Added on March 11, 2025