Let me give you the benefit of the doubt, can you expand what you run in production?

I'm the founder of a SaaS in the marketing industry with tens of thousands of paying users and we have lots of AI powered workflows where small changes between model versions can make some big differences so whenever we update models we have to thoroughly test them which is why we pin them at specific versions which has been a best practice (and common sense) for the last 3+ years

In the openai api and many other rapid you can pretty trivially pin not only the model but also the specific snapshot you want to use by using the model id for that snapshot. It's not that big a deal and has been available for years

GamerNexus has been so good at their investigation work.

I know people who complain the channel does not talk more about Hardware and Games as much, but we live in a timeline that personal hardware and games will not be ours anymore, just see how prohibitive hardware prices are today.

I just discovered this channel since I own an lg tv and I also realized something peculiar: after I mention something I see an ad about it very shortly after

the video explains so much and its obvious now and this makes me quite angry

LG should be banned

Do you have other ideas of "combinations" for this kind of benchmark?

I'm wondering if this is being trained on by the models today.

I have a feeling they've been doing that for a while now, even if unintentional, as it's such a well known benchmark

Often people new to databases and SQL thinks ordering is implicit, I have teach dozens of juniors that believe this is the default. I always wondered why that is the thought process...

Because out of the first 100 queries they ran, 99 came back in order and they didn't notice that the 100th didn't.

beg your pardon?

I appreciate the opportunity to clarify; I see I wasn't clear earlier.

    sfm42: "MC should buy a hospital and fix it!"
    cmiles8: "MC isn't some armchair pundit, he has improved similar areas!"

cmiles8 sounds like he's criticizing sfm42 as though he thinks MC is just whining.

However, the rebuttal reinforces the idea that MC really should buy a hospital and go fix it.

MC has money, willpower, and a proven track record of improving this area.

So go do it, Mark.

Walk the walk.

I see now, but I don't think buying a hospital is the solution here, a hospital by itself is just a single unit in a broken system, but that single piece is thousand times more complex than reducing drugs prices.

Until the model updates or you switch between them often that stops obeying your commands and you have to remind it.

In one of the occasions it opened a bug report for me just waiting for hit the enter button.

Is that cheaper than DS4 flash?

Slightly more expensive than the (post-price hike) DS4 flash pricing, but in the ballpark.

https://openrouter.ai/compare/deepseek/deepseek-v4-flash-073...

Hm. GLM is more expensive in all dimensions than DS but it has a lower weighted average input? How is that?? Something seems off.

EDIT: Looks like they are swizzling around the pricing dynamically on that page, on both the GLM and the DS sides, so who knows.

I mean, it implies that it has an even better cache hit rate that DS flash, which is impressive, as the chr on DS flash was already really good in my experience

I think the weighted average takes into account all providers (some DS4 flash providers are 'premium' providers and offering higher speeds for higher pricing) and these are tilting the scale

Comparison should be to 0731

updated thanks

All I can say is that even if it is, I was almost glad to go back to using DS4 Flash. Because 0XAlpha was just so friggin slow to complete a task because of the level of circular reasoning that it would go over and over into, sometimes even returning no output. If I just wanted something done I would switch from a free model to a paid one which is crazy.

Tbh it was also slow because it was being hammered by everyone making use of the free tokens

Possibly influenced by that, but I believe that is a different issue. I meant the way it processed a request. It went into so many more loops of thinking.

It's even cheaper than DS4's off-peak pricing. Seems like DeepSeek have some stiff competition now

Few weeks ago, I wouldn't expect this statement to be true. Accelerate!

>legally speaking, in our jurisdiction, at least according to Claude -- we're talking to a real lawyer next week

That's going to be fun lol

We look forward to providing many headaches to our lawyers going forward.

Can we get an update? Would love to hear more what lawyers had said.

We humans, often forget that logistics is always the bottleneck in any Industry.

But what about my pet project? The one that I just do for the fun o seeing AI go brrrr, do you mean now I should care about the Earth?

Note: It's sarcasm.