mtkd

Isn't the point of Jev that it generalises better?

It's a fast classifier you can use out-the-box, ~1.5bn tokens is about $40 (I've been hammering it)

It just works ... a whole bunch of low-level/low-importance workflow stuff that was getting farmed out to small/fast LLM models now has a competitive alternative ... and bits that hadn't even been considered to go into some external descision/classifier service can be tested/deployed at ~$0.00003/req

I don't get this wall of negativity on it, it's genuinely innovative/useful tech ... would expect HN to be more positive, regardless of whether it's the absolute best execution

I was a bit skeptical when read the initial pr on it, yesterday ran a test involving ~250M tokens, something we measure went from ~60% to >80% success (with almost no tuning) and at less than 50% cost the low-end LLM was running at, looking at it more seriously now ... the servers are US-only currently I understand and ZDR is by request

>It is not a big deal

have you ever held and read an old book?

The world you grew up in no longer exists

No, you get a AUP violation and have to manually swap the model

(I had same issue, just asked it to check some code that 4.8 had modified earlier in day)

Getting an agent working via an existing Slack setup is fairly effortless and the control over output format is useful

I had a look at getting same agent up in WhatsApp but it seems to need FB business acc to even start process, to get FB business you need an FB personal etc. ... looked like too much effort

Heating oil in UK from one of main suppliers, for delivery next week, has gone from 60p/L to 130p+/L in last 7 days

The link is a sales pitch for some tech that uses MCPs ... see the platform overview on the product top menu

Because MCPs solve the exact issue the whole post is about

But a small collective running that box, especially spanning timezones, could potentially be a viable alternative or will be soon -- with obv privacy gains too

They need to max valuation before hardware catches up and qwen3-coder can be run locally for free

It's easy to forget the product Anthropic are selling here, and throttling, is based on data they mostly pay little or no content fee for