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I had a similar experience and the answer appears to be learning how to use a specific model for a specific task using a specific harness (model X task X harness). Another, and somewhat related, lesson learned is understanding how to work with a given model and not against it.

I still get really mad at AI sometimes and I am not sure whether I could use AI for coding full time.

(Codex broke my git a few days ago.)



Perhaps it is also about liability. Otherwise, we would have people installing OpenClaw on their Teslas.

Then why wasn't it a problem before? People have always been able to install aftermarket or possibly even hacked together physical parts. If there was liability you'd expect some sort of shield blocking access to, for example, the hydraulic system for the brakes.

As it turns out though blatant irresponsibility is quite rare (depending on your definition anyway) since people have a strong self interest in not endangering their own lives or wallets. It's similar for homeowners - many states explicitly carve out a requirement that insurance companies cover DIY modifications that are within reason and this generally works out since you have a strong vested interest in not destroying your own house regardless of any insurance policy.


People get killed by changes to exhaust, height (lift kits), bumpers (bull bars in particular), etc pretty often, though. And I can imagine software changes (exhaust is part of that actually) could kill people too.

Maybe you think daytime running lights are stupid and want to disable them for instance.


Sure. Point is nothing has really changed. Largely there's no problem and to the extent that bad things happen it isn't something novel that's only just come up. It's not in and of itself an excuse to erode private ownership. If intervention is required then regulation should be passed deliberately by the legislature.

I dunno, I think there's a big difference between making digital modifications to software vs. making physical modifications to hardware.

The risk profile is very different and non-obvious to your average car owner.

It's the difference between trying to repair your leaky dishwasher vs. trying to repair the electrical panel in your basement.


Well both of those examples could potentially electrocute you or start a fire and both can be done by a homeowner if he feels like it.

I don't disagree that it's a bit different in certain ways but I feel like that's drifting off topic. It shouldn't be up to manufactures to determine these things unilaterally but rather the legislature. Particularly any justification to the contrary rings hollow in this case because there's a very strong conflict of interest.


> Then why wasn't it a problem before?

It is. Thousands of people have died because of aftermarket headlights. Harder to assess, but probably much larger, is the number of excess deaths from nitrous oxide etc. emitted by modified cars.


There are about 3000 deaths per year in Sweden attributed to position from cars, and 300 physical accidents. So it is a really big issue, but it is almost impossible to make people understand that their car use and modification mains people.

Modified cars can release 1000x more polution, on streets with 800 daily cars that will have an affect.


You can ban modifying your car to pollute more (which we do) without banning modifying your car.

This isn't complicated FFS.

The difficulty against this in the US is the unfortunate reality that the people coming to these shops to enable their stupid trucks to roll coal are the people who should technically be raiding and shutting down these companies. This can be fixed.

Physically, you can already modify your car to be controlled by a stupid program and that has been possible since at least the 90s. You can do the supposed harm by not being aware of damage to your exhaust system.

The solution to exhaust harms of ICE engines is electric cars, not a reduction in consumer rights.


The EPA heavily regulates any emissions defeat devices. The problem is they spend most of their time going after tuner shops where most cars run on ethanol rather than diesel shops who cater to brain-damaged customers who think rolling coal is "cool"

In Spain (but I think in every EU country) you must go through legal inspection and certification if you do modify your car. And most of the aftermarket mods people install are totally illegal and would not pass that exam. I mean changes like putting a spoiler, lowering the height from ground etc

I so wanted to love Liquid AI's models, but despite their speed I was never able to get anything useful out of them. Even their larger models can't be trusted with simple stuff like inserting a column into a markdown table. The advertised tool calling is also not great. What I found interesting was that the ones I tried were a little light on guardrails.

I would really like to know what people use these small and tiny models for. If any high-karma users are reading it, would you consider posting Ask HN?


On Android, you need to request the desktop version, rotate the phone to landscape, and refresh; assuming you have a tall enough screen (in px).

If it was like Cursor with BYOK, custom instructions, and the ability to have it automatically draft replies when I open an email, and integration with popular suites like Google and Outlook (even if via MCP or CLI) and integration with whatever else I want to integrate it with, you'd have something special.

It could cater to the same type of people who love tinkering with their ide, emacs, vim, etc. I don't know if that's necessarily a market but it would be cool.


> On Android, you need to request the desktop version, rotate the phone to landscape, and refresh; assuming you have a tall enough screen (in px).

That's what I thought should do the trick, too, but for me it worked neither in Firefox nor in Chrome. (I have a Pixel 10 Pro, so the resolution should definitely be high enough.)


I feel like it's been years since I saw the request desktop version button in mobile browsers have any effect on the site I had loaded.

I haven't worked closely with web stuff in years, either, though- so I haven't looked into why. But that button just feels like it taunts me, now.


Worked on Pixel 8!

Thank you for helping folks with instructions, I really need to start exploring a mobile version! :)

> with whatever else I want to integrate it with, you'd have something special. What integrations would I need to have to avoid a deal breaker for you?


I don't know why it was killed. Some the games are actually quite fun. Perhaps it's a better match for Show HN?


Instead of focusing on the political aspects of this document, I am curious about the technical elements, such as automatic identification systems and dark fleet engineering, non-cooperative maritime surveillance, satellite imaging, etc.


I think it might be because we (or at least I) used to associate insecure actions with people, not computers. Computers should know better, right? Recently, I spotted that Opus 4.6 found config files for one of its tools and gave itself access to my whole filesystem. Similarly, Gemini CLI will rewrite itself if you let it.


It would be a hit, if you packaged that loop as an MCP. Opus can make really pretty 3d models even using three.js primitives but they tend to have serious issues (like facial features inside the head). Being able to have it automatically generate a set of screenshots and Gemini scrutinize them and provide structured feedback would be a time saver. Curiously, I could not get Gemini 3.1 Pro to ever generate anything even remotely passable.


On 3D from primitives — I think that hits a wall fast once you need anything organic. If you don't want a private API, TRELLIS 2 is worth a look — I experimented with it and the quality is surprisingly good.



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