I'm mind blown people are complaining about token consumption and not communicating what thinking level they're using - if cost is a concern and you're paying any attention, you'd be starting with medium and seeing if you can get better results with less tokens. Every person complaining about token usage seem to have no methodology - probably using max and completely oblivious.
It's unsurprising when this is the first day that tokens have been crazy like this.
All of us doing crazy agentic stuff were fine on max before this. Now with Opus 4.7, we're no longer fine, and troubleshooting, and working through options.
Ya...you may be who I'm talking about though (if you're speaking from experience). If your methodology is "I used 4.6 max, so I'm going to try 4.7 max" this is fully on you - 4.7 max is not equivalent to 4.6 max, you want 4.7 xhigh.
From their docs:
max: Max effort can deliver performance gains in some use cases, but may show diminishing returns from increased token usage. This setting can also sometimes be prone to overthinking. We recommend testing max effort for intelligence-demanding tasks.
xhigh (new): Extra high effort is the best setting for most coding and agentic use cases.
Ah - xhigh is probably what you want. Their docs suggest xhigh for agentic coding, though judging by their blog high should be better than 4.6 max (ymmv)
I've always used high, so maybe I should be using xhigh
Am I dumb, or are they not explaining what level thinking they're using? We all read the Anthropic blog post yesterday - 4.7 max consumes/produces an incredible number of tokens and it's not equivalent to 4.6 max; xhigh is the new "max".
I tried creating a whatsapp "bot" which would just send notifications for my Jellyfin server. It was a bureaucratic nightmare - creating dev accounts, creating some sort of "project", then it was requiring I register it as a business as though the only valid use case for creating an app for WhatsApp is a business, then it required me to verify my identify and upload documents.
Again? This happened like 6 or 7 years ago. I had so many issues with macOS in the few years I was forced to use a MacBook that I refused to use it. Not surprised to see this stuff still happening.
Edit: It was the .local suffix that broke, it was designated for Multicast at some point and all our VMs broke.
The difference between the US and every other country in the world is that in other countries, citizens believe they are given rights by their government, whereas Americans believe their rights are God-given and protect them from their government. The distinction is very different and powerful.
I grant you that it is different, but you kind of left totally unaddressed the fact that it is not very powerful at the moment. The US is in far more danger than Canada.
How is it not very powerful? Just because you don't agree with whatever decisions are made doesn't mean that it's not working exactly as designed. The tariffs which are a lynchpin of foreign policy was deemed unconstitutional, which is something you wouldn't expect under a country controlled by the government. The system is working.
> Americans believe their rights are God-given and protect them from their government
As I understand it, the unconstitutionality of tariffs is due to it being considered a tax so cannot be enforced by the executive branch. But there's no right being infringed if the other branches of government would have made them into law, nor is there anything that would stop the executive branch from implementing more restrictive trade barriers.
I actually agree with you that it is working exactly as designed. It is starting wars, separating families, sending citizens to foreign prisons to be tortured, and establishing concentration camps on American soil. The system is working :-(
Speaking as a Canadian: the general belief up here is that something like freedom of speech is not God-given, but is rather something we have built for ourselves using the mechanisms of civilization. I'm aware this is a long-term debate, philosophically, in America; but most folks I've talked to up here believe that rights are something we carve out of the world through our justice and policing systems, not something pre-existing that we're just recognizing.
Consider what freedom of speech means, in practice: to me, it means "you can say whatever you want, and you will retain all of your other rights, including the right to have police protection from those who would attack you for your words".
It doesn't mean "freedom from consequences" in some magical sense where people won't react to what you say or try to punch you in the face. It does mean you can engage the system to punish them for assault, though, and that you haven't given up those legal protections with your words.
I don't think it really means that you can't be fired / deplatformed over it, either. It's a relationship between you and the government, who agrees that they won't withdraw their other supports from you for your words. It also has exceptions: we've got hate speech laws here, though what most folks don't know is that you have to be posing a pretty credible threat, inciting groups to violence, etc (so you're actually still allowed to say a wide range of things that will anger others).
Now, we can imagine a stronger free speech protection - a second layer on top of the first - that says "you can say whatever you want, and your employer is forbidden from firing you over it" - but that kind of thing hasn't been created yet. I'd support it, personally, but I can see why it's a contentious concept.
The belief of 'where' your rights come from has very little impact on reality - and in reality, it's the government (those that control the police, military) that grant you any rights whatsoever. The distinction between where your rights come from doesn't matter much when the people in power are willing to trample them either way.
You're wrong. The Constitution is there to limit the government, not the other way around. And Americans are very willing to stand up to defend their rights. Regardless of which way you lean politically everything we have seen in the last year in terms of political activism are people using their God-given rights as Americans.
The constitution isn't some divine sacrament that they'll respect any more than the laws being rewritten in other countries. They'll step over it all the same when the time comes.
I don't really think you understand how profound (and incredibly rare) it is to have enshrined into law that every citizen has the right to criticize and protest their government.
It may not always lead to major change, but you have no idea how many people are currently sitting in prison around the world for doing exactly this.
reply