HN user

theahura

2,184 karma

amolkapoor.com

writes at http://12gramsofcarbon.com/

Posts166
Comments162
View on HN
12gramsofcarbon.com 20h ago

Coding agents cannot remove complexity

theahura
1pts0
12gramsofcarbon.com 3d ago

We need to talk about the open model situation

theahura
2pts0
www.ft.com 4d ago

Trump Media pitched $100k monthly fee for fast feed of president's posts

theahura
6pts0
12gramsofcarbon.com 8d ago

Success may not matter if you aren't doing what you love

theahura
85pts31
12gramsofcarbon.com 10d ago

Colleges have an education problem (2025)

theahura
2pts0
12gramsofcarbon.com 12d ago

What are the AI folks up to these days?

theahura
1pts0
12gramsofcarbon.com 17d ago

Sometimes free isn't cheap enough

theahura
7pts0
12gramsofcarbon.com 19d ago

Memorizing session transcripts isn't useful

theahura
180pts159
12gramsofcarbon.com 22d ago

HTML is all you need

theahura
3pts0
12gramsofcarbon.com 24d ago

Tokenmaxxing is dead, long live tokenmaxxing

theahura
191pts291
12gramsofcarbon.com 26d ago

The modern company won't have bullshit jobs

theahura
5pts0
12gramsofcarbon.com 1mo ago

Verification Debt is the new Tech Debt

theahura
2pts0
github.com 1mo ago

Show HN: A Browser Built for Browser Automation

theahura
3pts0
12gramsofcarbon.com 1mo ago

There is a shadow hanging over this Fable thing

theahura
492pts487
12gramsofcarbon.com 1mo ago

Playwright as My Default Browser

theahura
2pts0
12gramsofcarbon.com 1mo ago

I'm waiting for Claude to rm rf my computer

theahura
4pts1
github.com 1mo ago

Show HN: Switch skills between agents, locally manage multiple configs

theahura
4pts0
12gramsofcarbon.com 1mo ago

The Pope Takes Aim at Silicon Valley Culture

theahura
3pts0
12gramsofcarbon.com 2mo ago

Dune Imperium Is an Everything Sandwich

theahura
2pts0
www.theverge.com 2mo ago

Elon Musk lost his case against Sam Altman

theahura
5pts0
12gramsofcarbon.com 2mo ago

Everyone's Getting Fired

theahura
2pts1
12gramsofcarbon.com 2mo ago

Let's maybe not defund universities (2025)

theahura
5pts0
news.ycombinator.com 2mo ago

Slack having issues with Messaging, API

theahura
2pts0
12gramsofcarbon.com 2mo ago

Essays on Dwarkesh's "Big Questions on AI"

theahura
1pts0
12gramsofcarbon.com 2mo ago

Using metacognition to get a model upgrade

theahura
4pts0
github.com 2mo ago

Show HN: An Agent First Slack CLI

theahura
1pts0
12gramsofcarbon.com 2mo ago

Why are doctors so unwilling to run tests?

theahura
5pts3
www.npr.org 2mo ago

FCC orders early license renewal for ABC stations following Kimmel's joke

theahura
1pts0
12gramsofcarbon.com 2mo ago

AI enablement requires managed agent runtimes

theahura
3pts0
12gramsofcarbon.com 3mo ago

OSS Maintainers Need an Answer to AI Clean Rooms

theahura
4pts4

Interestingly, two words that aren't mentioned even once in this entire article: "co-founder" and "hire"

I actually debated including this!

But I ended up not doing so, because your co-founder and the people you hire will end up being more aligned to you (your values, judgements, whatever) than even the market you end up in, especially early on. And if they don't, that's an even bigger problem. Founder breakups are the #1 cause of startup death.

Also, agreed, all of this is out the window once you _already_ have the ability to hire a bunch of other people, but that rarely happens right out the gate, which is where most of my interest lies

straw man examples

not straw men, all real but unnamed examples (also not really what a straw man is but whatever)

Perhaps you could submit something you're curious about, instead?

Hi, author here. I write about what I'm curious about. I don't think it's promotion (both in spirit or letter) to share what I am curious about. I hate just linking to <openai blog / anthropic blog / karpathy twitter / tech crunch / engadget> without any commentary, since that has very low value-above-replacement.

I'm curious why you went into my posting history -- do you do that for every post?

[EDIT] to be clear this isnt written by AI, despite a few people seemingly tripped up by it. Check pangram if you doubt

Do you really want to make the case that the Federal government should fund these?

No, but I don't think means testing is a better alternative. You and I both know that this is a wedge to punish perceived political enemies, as much as you know that the total number of people who graduate with a degree in "somatic body work" is such a small fraction of people as to be negligible

Nationally, about 10,600 to 10,700 students graduate annually with a degree or certificate in the broader category of Somatic Bodywork & Therapeutic Services. The vast majority (over 10,500) specialize in Massage Therapy, while purely focused Somatic Bodywork programs see much smaller cohorts, averaging roughly 40 to 50 graduates per year across all US institutions. (From Gemini)

This is kinda like saying we should get rid of encryption because a few people may use it for bad things, or that we should require identification before anyone can get on the Internet because some people may be hurt by it

imo this is pants on head backwards. The whole problem with the current university system is that it has become exclusively a credentialing system that everyone uses to justify higher salaries. We’ve completely left the education part of it by the wayside…except for the liberal arts majors who are actually there just to learn! This rule is just encoding the existing tulip mania into federal law directly, by making it clear that the ONLY reason one goes to school is for future $$$

Like, if you have complaints about the thing, perhaps you should address them to your supplier directly. None of your readers can help, and nobody's magic folk solution to your problem is better than yours.

I think you may just misunderstand the point of having / writing a personal blog. I write because it's fun! Whether the reader gets any value out of reading it is almost entirely beside the point.

(Also several comments here directly post a fix to the problem stated in the blog post, so readers can and do often help)

interesting take. I think I disagree, but I like this take a lot and I had to think about it.

First, I think that models still need a context layer. One way to think about 'context' is as a form of compression. You provide the model context because it makes it easier for the model to figure out what to do. Even in a world with infinite model capacity and infinite model context, this is still useful because it allows the model to avoid rederiving everything from first principles every time. As long as models perform better using fewer tokens and as long as we care about token spend, context is a useful (necessary?) shortcut.

Once you bite that you need some form of context layer, the question is which. Here I do agree that it is better to work with what the models will find familiar (markdown files colocated with code, for eg). But this speaks to over-engineered solutions not understanding their main user (the agent) more than it does the need or lack there of.

Hi, author here. I'm probably somewhat financially benefiting from tokenmaxxing. I also just believe compounding correctness is right, based on my own experience using the tools (which is why I have structured my life to try and financially benefit from tokenmaxxing)

The Coming Loop 29 days ago

not to be dismissive, but isn't this the same as the ralph loop thing everyone was talking about 6 months ago?

most flash games were horrible too! You had to go through a load of crap to find games like boxhead, motherload, or bloons. I'm a big believer in volume here. You don't have to be an amazing programmer to be an amazing game designer, but before, the former was a prerequisite for even getting started. The beauty of AI tools applied to games is that you can just focus on the latter. Over time the gems will rise to the top