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aschla

238 karma · joined March 24, 2020

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aschla··on Show HN: Open-source model routing for coding agents at Astra-level performance
And similarly, Copilot’s Auto mode?
aschla··on There is more to code review than (automatable) detection
For those of us who do utilize the pre-existing tools and the coding agents effectively, yeah automated code reviews eventually become redundant. But they're still around because there are a lot of devs who don't even glance at what the agents are writing for them. Maybe partly because they don't care to streamline their workflow, or maybe because they've never been particularly good at writing code, and don't actually understand what the agent is giving them.

Lately I've seen some pretty glaringly obvious issues caught during the preliminary automated code review, and the issues seem to be coming from individuals who don't actually understand what the code is doing.

For the rest of us who are actually using the whole stack effectively, the automated code review is essentially a CI gate to protect the repo from the devs who don't know what they're doing.

aschla··on The Inference Hardware Revolution of 2026
"If AI inference remains as desirable as Kimball expects, the evolution is likely to follow the same trajectory as the CPU. The CPU didn’t improve along a single axis but instead across simultaneously. Once transistor scaling slowed, chip and system architecture innovations of all kinds proliferated. The list of individual innovations that led to today’s ubiquitous, powerful personal compute could fill dozens of books. A few decades from now, the history of AI inference innovation will show similar depth."

Of the areas mentioned in the article, which are the most likely to have the most prominent innovative impact, and what will they entail?

aschla··on Great Lakes sturgeon may be 400 years old:Scientists rethinking how to save them
Kayak fished the St. Croix river last year, on the border of Minnesota and Wisconsin, for smallmouth bass. Crystal clear water. Floated over several huge sturgeon, 4-6 feet long. The way they look, it feels like coming across a dinosaur. Thankfully they're bottom feeders.
aschla··on Muse – Meta’s personal AI agent
The "Ideas" section looks primed to eventually list Sponsored "ideas".
aschla··on Most Americans say "not in my backyard" to AI data centers
The datacenter outrage is mislabeled. It's actually zoning outrage, caused by local governments that aren't taking their citizen's concerns seriously. It just so happens that datacenters are the hottest (no pun intended) industrial construction option right now.
aschla··on Elevated error rate across multiple models
That's just exceptionally unfortunate timing. Anthropic has been getting better at uptime, but they still have the occasional issue.
aschla··on Erin Brockovich made a map to track data centers around the country
The average person's inattention to nuance could be labeled as "populist brainrot" in this case, and the cases of poor zoning could be used as examples of the issues with datacenters that the average person does not evaluate with the proper attention to nuance.
aschla··on Erin Brockovich made a map to track data centers around the country
That's a zoning issue the local residents should take up with their town/city.
aschla··on Sense Humans with WiFi – Ruview
So are we now at the point in the hype lifecycle for AI, where the crypto bros have learned they can vibecode fake projects to scam people out of money?
aschla··on Frontier AI has broken the open CTF format
We've already had consolidation of education for a while now. Even before all the edutech courses, there were Youtubers educating better than many university professors. 10-15 years ago students were already skipping lectures and just showing up for tests.
aschla··on Louis Rossmann offers to pay legal fees for a threatened OrcaSlicer developer
The upcoming Prusa support for INDX (by Bondtech) is going to be interesting, especially for business use cases where waste is a primary concern.

https://www.prusa3d.com/product/indx-conversion-kit-8-toolhe...

The main thing keeping me from making the multi-material jump is the waste. I have a couple Vorons and would love to be able to print with different materials at the same time, but the waste with the current solutions is so egregious.

aschla··on Louis Rossmann offers to pay legal fees for a threatened OrcaSlicer developer
Worth noting those are essentially different "generations" of printers, as well as different kinematic systems, CoreXY vs Cartesian.
aschla··on Louis Rossmann offers to pay legal fees for a threatened OrcaSlicer developer
Prusa is generally like Apple in that regard, in that they wait for the new technology to be tried and true before committing their design(s) to it. CoreXY is the most prominent example.

Prusa was actually the "non-technical" printer company for quite a while though. They would sell to schools and libraries, and still do, and offer(ed) assembled kits.

I don't own a Prusa, I've assembled Vorons and have a highly-modified Ender 3 S1, but if I was in the market to get a user-friendly printer, or recommend one, I'd get a Prusa.

aschla··on AI uses less water than the public thinks
My conspiracy theory is the whole AI datacenter water consumption outrage is a psyop by state actors to worsen public sentiment around AI, so China and others can catch up. Obviously we should lessen the environmental impact of our technology, while considering it's relative impact vs benefit, especially compared to other technology, in this case in particular to other datacenter usage.

But it's comical to see the average person commenting online, outraged at new datacenters and their water usage (separating this from legitimate zoning issues), when all their posts are in fact being transmitted, stored, and served by relatively similar datacenters.

Is the average person allergic to asking follow-up questions?

aschla··on US and Iran agree to provisional ceasefire
You're assuming the current president operates on rationale. He simply would love to be the guy who uses a tactical nuke.
aschla··on Free stuff makes us irrational
I'll never understand the people who stand in line for an hour for "Free donut day" or something similar. You really value a $1.50 donut equal to an hour of your time?
aschla··on Amazon accused of widespread scheme to inflate prices across the economy
When the average person stops spending money in ways that enrich them.
aschla··on Amazon accused of widespread scheme to inflate prices across the economy
Cancelled my Prime subscription last month after the past year of worsening experiences with Amazon:

Received several orders that were returned items, with broken open packaging and sometimes the item was something else entirely, purely put there for weight by whoever returned it.

When I went to return some things at a major Amazon distribution center, the return area was closed for the week for some sort of construction or renovation, with no indication of that anywhere on the site. The only messaging was a piece of paper in the window once you got there.

At another separate major distribution center, the return area was a small room with pieces of paper taped to a door with an arrow pointing to the Amazon lockers where the returns are accepted.

Orders are now often so delayed that it makes the Prime subscription pointless. Have had multiple orders over the past year that didn't ship for 3 or 4 days.

Amazon listings are almost half Sponsored listings now, and there are unrelated ads on the side of listings.

Half of the listings are some random made-up brand name, like XIJGNU, which is just a Chinese seller selling low-quality products, and when the reviews get bad enough, they re-list the product under another made-up brand name.

Fake reviews were already rampant before LLMs, but now reviews are effectively useless because they are so easy to fake.

aschla··on Start all of your commands with a comma (2009)
This is an example of the difficulty in expressing tone through text. Meant it as a passing lighthearted observational joke.

No inconvenience at all.

aschla··on Start all of your commands with a comma (2009)
The irony in the number of extra commas you've used in this comment...
aschla··on Coding agents have replaced every framework I used
I choose to use frameworks in the same sense I choose to use crypto libraries. Smarter people have thought long and hard about the problems involved, and came up with the best ways to solve them.

Why have the agents redo all of that if it's not absolutely necessary? Which it probably isn't for ~98% of cases.

Also, the models are trained on code which predominantly uses frameworks, so it'll probably trend toward the average anyway and produce a variant of what already exists in frameworks.

In the cases where it might make sense, maybe the benefit then is the ability to take and use piecemeal parts of a framework or library and tailor it to your specific case, without importing the entire framework/library.

aschla··on The Waymo World Model
Experiencing the same. It seems Anthropic’s human-focused design choices are becoming a differentiator.
aschla··on A sane but bull case on Clawdbot / OpenClaw
This whole thing reads like ragebait. Even down to the lack of capitalization.
aschla··on The TSA's New $45 Fee to Fly Without ID Is Illegal
Don't tempt me with a good time.
aschla··on Two kinds of AI users are emerging
It seems to be an ever-present trait of modern business. There is no rigor, probably partly because most business professionals have never learned how to properly approach and analyze data.

Can't tell you how many times I've seen product managers making decisions based on a few hundred analytics events, trying to glean insight where there is none.

aschla··on Washington State Bill Seeks to Add Firearms Detection to 3D Printers
This is a silly bill. I'm struggling to imagine how this would be practically implemented and enforced.

The details in the bill mention inserting a "firearms blueprint detection algorithm" in either the firmware of the printer, or in the slicer, which can detect a file based on its presence in a database of known downloadable firearm files.

Are the people who drafted this bill aware that firearm parts can be modeled relatively easily in any flavor of CAD software, which would make a known list of files essentially pointless? Even someone who doesn't have CAD skills can just download another file in the endless stream of possible files, all with small modifications to differentiate the file hash.

And then there's the whole open-source side of 3D printing, which involves a significant share of machines, where this approach would essentially be completely unenforceable.

This is one of those pieces of regulation that doesn't actually prevent criminals from acquiring firearms, it just makes regular people's lives more difficult.

aschla··on Claude Code's new hidden feature: Swarms
"Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>"

Incredible.

aschla··on Claude Code's new hidden feature: Swarms
It likely is acceptable for business-focused code. Compared to a lot of code written by humans, even if the AI code is less than optimal, it's probably better quality than what many humans will write. I think we can all share some horror stories of what we've seen pushed to production.

Executives/product managers/sales often only really care about getting the product working well enough to sell it.

aschla··on How AI labs are solving the power problem
Don't know about the others, but Illinois permanently shut down (and demolished or repurposed the land) the majority of its coal power plants over the past couple decades.

Illinois gets about half its power from nuclear (we have 6 plants and 11 reactors), followed by natural gas at around 20%, and then about equal amounts of coal and wind, at around 10-15%.

So Illinois is actually a pretty decent place to build datacenters, from a clean power generation perspective.

https://www.eia.gov/state/analysis.php?sid=IL

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