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> Waymo hits a kid? Ban the tech immediately, obviously it needs more work.

> Waymo hits a kid? Well if it was a human driver the kid might well have been dead rather than bruised.

These can be true at the same time. Waymo is held to a significantly higher standard than human drivers.


> Waymo is held to a significantly higher standard than human drivers.

They have to be, as a machine can not be held accountable for a decision.


Slowing the adoption of much-safer-than-humans robotaxis, for whatever reason, has a price measured in lives. If you think that the principle you've just stated is worth all those additional dead people, okay; but you should at least be aware of the price.

Failure to acknowledge the existence of tradeoffs tends to lead to people making really lousy trades, in the same way that running around with your eyes closed tends to result in running into walls and tripping over unseen furniture.


But we have no way of knowing whether robotaxis are safer. See, for example, the arguments raised here: https://www.bloomberg.com/news/features/2026-01-06/are-auton...

We can't blindly trust Waymo's PR releases or apples-to-oranges comparisons. That's why the bar is higher.


You may not have any way of knowing but the rest of society has developed all sorts of systems of knowing. "Scientific method", "Bayesian reasoning", etc. or start with the Greek philosophy classics.

Waymo is not a machine, it is a corporation, and corporations can, in fact be held accountable for decisions (and, perhaps more to the point, for defects in goods they manufacture, sell, distribute, and/or use to provide services.)

For consumers corporate accountability mostly looks like $5 class action lawsuit checks, it's an entire different weight class compared to individual operator insurance claims

The promise of self-driving cars being safer than human drivers is also kind of the whole selling point of the technology.

Sure, but the companies building them are just shoving billions of dollars into their ears so they don't have to answer "who's responsible when it kills someone?"

The question of responsibility, while philosophically interesting wrt. increasingly autonomous machines, is not going to be an issue in practice. We'll end up dealing with it like we always do with multi-party responsibility in complex systems: regulators setting safety standards and outlining types and structures of liabiliy, contracts shifting the liability around, and lots and lots of insurance.

In fact, if you substitute "company providing self-driving solution (integrated software + hardware)" for "company renting out commercial drivers" (or machine operators), then self-driving cars already fit well into existing legal framework. The way I see it, the only change self-driving cars introduce here is that there is no individual operator we could blame for the accident, no specific human we could heavily fine or jail, and then feel good about ourselves because we've issued retributive justice and everything is whole now. Everything else has already long been worked out.


What? No? The main selling point is eliminating costs for a human driver (by enabling people to safely do other things from their car, like answering emails or doomscrolling, or via robotaxis).

> They have to be, as a machine can not be held accountable for a decision

This logic applies equally to all cars, which are machines. Waymo has its decision makers one more step removed than human drivers. But it’s not a good axiom to base any theory of liability on.


In traditional vehicles, liability is structurally centered on the human driver, and product liability exists but is difficult to assert absent clear or systemic defects.

Autonomous driving systems disrupt this by directly assuming the driving function, forcing liability upstream (where it's significantly more difficult to navigate).

So now it's driver vs injured party. Self-driving makes it trillion dollar company vs injured party. Night and day difference.


> now it's driver vs injured party. Self-driving makes it trillion dollar company vs injured party

It’s historically been my insurance company versus your insurance company or an uninsured driver. (Or I’m Apple Paying you $5k so my fender bender doesn’t show up on insurance.)

Now it’s my insurance company versus the insurance company of a client who can pay damages. The number of cases where drivers are individually litigating is relatively rare and preserved against e.g. Waymo.


yes, so now it's me and my consumer insurance vs an entire department of people at an incredibly well funded company and their corporate insurance company — it's an entirely different scenario that starts looking a lot more like individual litigation for the consumer, even for otherwise run-of-the-mill insurance claims

not to mention that "driver error" becomes an argument with a black box


Pathologic is one of the best portrayals of depression I have ever played. Certainly art.

That's backwards. At too low temperatures batteries start to take damage during discharge or (especially) charge, so 0C is the lowest temperature at which you should charge it. 5C would be better.

It's a concern mainly for e.g. offgrid batteries being used in the winter.


I know, but "as cool as possible (up to zero degrees C at least)" is conflicting, and kind of means "below zero degrees".

The deficit reliably starts to come down whenever a Democrat leadership is in place. It then jumps back up under the Republicans.


Well, the unsophisticated and low education keep voting for Republicans, so what do? If you’re an individual, if you can, the best you can do is be prepared to get out and not have exposure to the US financially or from a tax perspective. Otherwise you’re stuck going over the cliff economically with the lemmings due to an uneducated, unsophisticated, vibe driven electorate and a suboptimal political and governance system lacking sufficient checks and balances to prevent this outcome.

Maybe we’re lucky and adults come back into power, but hope alone is not a strategy. No one is coming to save you, prepare accordingly. I have prepared accordingly to decouple from the US entirely as a citizen, if necessary. It’s regrettable and I have no other solution for those inquiring. You can’t control the winds, but you can adjust your sails. My genuine condolences and sympathies if one cannot escape the US either via income, wealth, or some form of visa (lineage, family, work, etc).

(derived from first principles)


so 100% of your savings are in foreign companies that don't have US as a client, plus BTC, and you have dual citizenship already plus don't own your own home?


I own a residence outright in a European country, I have invested in a golden visa fund (renewables) that will provide my family European citizenship after five years, I am financially independent with a minority of my portfolio in US exposure, and I have built a network of folks who will employ me anywhere globally in almost any currency I choose. I hold no crypto while also holding at least a year of expenses in Euros. We have applied for and received permanent residency in Mexico as well (no upkeep cost, the only thing we can't do is vote). Even without a golden visa, Spain will allow you to apply for a digital nomad visa with a three year term from within the country while a tourist (for any employment sourced at least 80% out of the country), and with one two year extension, will then allow you permanent residency after five years (for example; there are many paths to an exit, citations below, and most of the developed world is hungry for skilled labor).

Through the actions above, I feel that I have diversified away from the US sufficiently for my risk appetite. I don't feel I need to renounce my US citizenship currently (due to foreign earned income exclusions), but I am also prepared for that in the future if necessary.

Resources for others I have assembled helping folks exit:

https://relocateme.substack.com/

https://old.reddit.com/r/AmerExit/comments/urwlbr/a_guide_fo...

https://old.reddit.com/user/Shufflebuzz/comments/1iv4dud/shu...

https://www.helpmeleave.us/

https://www.canada.ca/en/immigration-refugees-citizenship/se... (Canadian citizenship by descent)

https://healthcareinfusion.org/ (for healthcare workers interested in Canada)

https://lookerstudio.google.com/reporting/b58914ce-b98d-4330... from https://pancakeonastick.substack.com/ (Digital Nomad Visa Map)


Additional citation:

Work, Invest, Inherit: How Americans Can Actually Move to Europe - https://www.bloomberg.com/explainers/how-americans-can-move-... | https://archive.today/IYsA3 - January 2nd, 2026


In "defense" of Republicans, the MAIN reason for deficit increasing under Republicans is that their administrations often end with some type of economic disaster. Their increased spending is part of the picture, but not as responsible as the impacts from final year recessions.


It blows my mind that republicans are still seen as the fiscally responsible party.


It's a great indicator of how much of the American public's sentiment on everything is driven by marketing.

Just say "Fiscal responsibility" enough times and it's magically true, and nobody will listen to the educated people pointing at literal receipts because they are "the elites", which is a group that somehow doesn't include the people who's wealth has grown 10x based on explicitly pro-rich person fiscal policy for decades.

It's why they blame democrats for "globalism" as well, despite the fact that the entire country loudly voted for Reagan because of his "lets reduce taxes and magically get rich" narrative.

Or how it's constantly said that "Democrats turned their back on blue collar workers". Said by people voting for the "Unions are inherently bad" party.

Everything about American behavior makes sense when you understand them as especially prone to swallowing marketing and ideology as truth.


Yet another reason to use Jujutsu. And put a `jj status` wrapper in your PS1. ;-)


Start with env args like AGENT_ID for indicating which Merkle hash of which model(s) generated which code with which agent(s) and add those attributes to signed (-S) commit messages. For traceability; to find other faulty code generated by the same model and determine whether an agent or a human introduced the fault.

Then, `git notes` is better for signature metadata because it doesn't change the commit hash to add signatures for the commit.

And then, you'd need to run a local Rekor log to use Sigstore attestations on every commit.

Sigstore.dev is SLSA.dev compliant.

Sigstore grants short-lived release attestation signing keys for CI builds on a build farm to sign artifacts with.

So, when jujutsu autocommits agent-generated code, what causes there to be an {{AGENT_ID}} in the commit message or git notes? And what stops a user from forging such attestations?


- "Diffwatch – Watch AI agents touch the FS and see diffs live" (2025) https://news.ycombinator.com/item?id=45786382 :

> you can manually stage against @-: [with jujutsu]


> Yet another reason to use Jujutsu

And what would that reason be? You can git revert a git revert.


You're correct for an actual git revert, but it seems pretty clear that the original authors have mangled the story and it was actually either a "git checkout" or "git reset". The "file where 1-2 hours of progress had been accumulating" phrasing only makes sense if those were uncommitted changes.

And the reason jj helps in that case is that for jj there is no such thing as an uncommitted change.


Also JJ undo is there and easy to tell the model to use, I have it in my Claude.md


surely Claude is much better at using git because of the massive training data difference.

If it didn't undo git, it would do it with JJ either.


Actually I find it better with JJ. I have context7 mcp to help with commands and I’ve got an explicit Claude.md to direct it, but it’s more ambitious running stacked PRs and better at resolving conflicts.


It does fine with jj. Sometimes better, because jj is much easier to use non-interactively.


what do you mean non-interactively? Claude is great with git in command-line.


Having no such thing as an uncommitted change seems like it would be a nightmare, but perhaps I'm just too git-oriented.


> Having no such thing as an uncommitted change seems like it would be a nightmare, but perhaps I'm just too git-oriented.

Why? What's the problem you see? The only problem I see is when you let these extra commits pollute the history reachable from any branch you care about.

Let's look at the following:

Internally, 'git stash' consists of two operations: one that makes an 'anonymous' commit of your files, and another that resets those files to whatever they were in HEAD. (That commit is anonymous in the sense that no branch points at it.)

The git libraries expose the two operations separately. And you can build something yourself that works similarly.

You can use these capabilities to build an undo/redo log in git, but without polluting any of the history you care about.

To be honest, I have no clue how Jujutsu does it. They might be using a totally different design.


> perhaps I'm just too git-oriented.

The problem is git's index let's you write a bunch of unconnected code, then commit it separately. To different branches, even! This works great for stacking diffs but is terribly confusing if you don't know what you're doing.


Well, git doesn't really commit 'to' a branch.

You just build commits, and then later on you muck around with the mutable pointers that are branches.


How "to" do you want to make it? That description's totally disingenuous.

"later on" makes it sound to a human like it takes any real amount of time or that it isn't basically instant and wrapped by up porcelean, and "muck around with" implies that there's anything more random or complicated to it then writing the sha to a file in the right place in the .git directory.


Things like the index become a workflow pattern, rather than a feature, if that makes any sense.


Probably it actually ran git checkout or reset. As you say git revert only operates on committed snapshots so it will all be in the reflog


Yes, this exact scenario has happened to me a couple times with both Claude and Codex, and it's usually git checkout, more rarely git reset. They immediately realize they fucked up and spend a few minutes trying to undo by throwing random git commands at it until eventually giving up.


Yeap - this is why when running it in a dev container, I just use ZFS and set up a 1 minute auto-snapshot - which is set up as root - so it generally cannot blow it away. And cc/codex/gemini know how to deal with zfs snapshots to revert from them.

Of course if you give an agentic loop root access in yolo mode - then I am not sure how to help...


It's not going to happen...

Stop spamming


The feature of "there is no such thing as an uncommitted working directory" is very relevant to the situation.


It's not. There are so many ways to just solve this non issue that no one will just switch to just another random tool.

Especially not away from git.


> It's not

Given that other posts solved the problem by scripting this feature on top of git, I guess you're telling them their solution isn't relevant too.


It's about switching your whole ecosystem to a complete different thing...


This is funny. I tried it once and didn't see what the benefit was. Then, when I tried to reset it back to normal git, I realized that the devs had not (at the time) made any clean way to revert it back, just a one-way conversion to jj. I haven't tried it since.


What were you trying to “revert back”? You should have been able to just stop using jj, there’s nothing to revert back to. It’s also possible that I’m misunderstanding what you mean.


Jujutsu doesn’t change your Git repository in incompatible ways. It just tracks extra information in the .jj/ directory. There is zero migration needed to revert back to Git – you just start using Git again.


Here in Ireland, night-time power prices are much lower than daytime.

I’m happy enough that a battery will serve me equally well in both modes, but there’s definitely going to be a period where all it does is support self-consumption.


The utility side has found that vaporising short circuits is a useful feature, as that includes e.g. twigs hitting a power line.

There are breakers, of course, but they react slowly enough that there will absolutely be a massive overdraw first. Then the breaker will open. Then, some small number of seconds later, it will automatically close.

It will attempt this two to four times before locking out, in case it just needs multiple bursts. It’s called “burning clear”, and it looks just as scary as you’d think… but it does work.

So, solar suppliers need to also survive this.


Prompt-hijacking is unlikely. GP is most likely trying to prevent mistakes, not malicious behavior.


By that metric, doctors doing triage at a disaster site should be jailed.


This is even more out of touch of the comment you are answering to.


> Why? Why currently prevents you from being more efficient and streaming your display from the cloud?

Latency. 120ms extra latency makes many games uncomfortable, and some of them entirely unplayable.


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