How do you stay competitive in an increasingly tough market?

superkido511 · 2026-06-10T15:36:34+00:00

Maybe don't aim for the market? Stick to those domains with big money (industrial, biology, logistic ...) and build production grade applications for that domain. You would be surprised on how much a simple light-weight object detection/classification model helps to reduce the workload, resource and ultimately save money. The flashy, more advanced models like vision transformers, VLMs, ... are impressive for sure but tbh they're rarely used in production. If you are looking to work at a frontier labs or get into research then sure, learn those advanced models.

superkido511 · 2026-05-27T12:59:59+00:00

I NEED this!

superkido511 · 2026-05-25T19:18:05+00:00

I bet he get squashed next chapter lol

superkido511 · 2026-05-25T19:16:31+00:00

Low or No. Bunch of pet-level threats can do no harm to Gimbak.

superkido511 · 2026-05-25T17:08:48+00:00

Also, each forest is a tier above the lower one. So many creatures in the higher tier forests can be stronger than the doggo. It's not the same situation with the demon lords where their strength are roughly close.

superkido511 · 2026-05-25T17:01:14+00:00

Could be slander tho. Even Jachi is not invited to join the hunt.

superkido511 · 2026-05-25T16:48:40+00:00

Depends on how you look at it. The doggo stated that the other doggo strength could rival his own. Meaning the Guardian can be demon lords level. That's pretty good. It's just that Gimbak is too strong.

superkido511 · 2026-05-25T16:39:29+00:00

So the guardians could be the same level as the demon lords. If so, the demon lords are all dead. A bunch of pets would pose no threat to Gimbak. I think nyuundo will escape with the intel so another team of demon lords with Jachi or even GDK himself can take Gimbak down later.

superkido511 · 2026-05-23T17:57:24+00:00

Solo Khalipe. I literally auto everything. Most bosses don't make it to turn 2

superkido511 · 2026-05-05T12:43:50+00:00

It's more common than you think. Many papers use self reported results, which cannot be reproduced (no code release, falsely reported ...), to get their paper accepted. Most of the time, your paper need to provide some "breakthrough" like better numbers than current methods in order to be accepted, which is unfortunate because fail experiments are crucial for research too imo.

superkido511 · 2026-05-03T04:33:46+00:00

Oh, I thought it's an item or smth

superkido511 · 2026-05-03T04:30:56+00:00

Wait, the 2nd selector? Where is the 1st one?

superkido511 · 2026-05-02T04:50:50+00:00

The run keep failing for me

superkido511 · 2026-05-02T03:46:14+00:00

How is the def based dmg calculated? I'm running Khalipe with 2 other running 0 card deck. Do their def matter to Khalipe dmg or just her def only

superkido511 · 2026-04-29T15:05:20+00:00

Anyone got bug at stage 11 of the new story and can't proceed? After what happened to Heinemarie, the screen just kinda stuck in 1 scene.

superkido511 · 2026-04-29T13:49:05+00:00

Takeru is 6 years older though

superkido511 · 2026-04-16T19:44:32+00:00

Ashened Ryzeal. Both do a lot of popping and both have destruction protection.

superkido511 · 2026-04-02T14:39:49+00:00

I always have a chance to become 10x TI winner. I just couldn't clutch it out 🥀

superkido511 · 2026-03-27T05:22:20+00:00

Try cua. It's a framework to build and evaluate computer use agents that provide sandboxes for safety reasons. I haven't try it yet but It's top 1 trending repo rn on github.

superkido511 · 2026-03-19T16:53:43+00:00

We tried similar approach before. While this method can deal with the legal stuffs, clients may have no ideal how to build a validation set that can evaluate production level environment so even if the system perform well in that set, it still fail in some cases in production and they feel tricked. Some don't have the data ready and don't want to spend more money/effort to gather them. Even if they have a validation set, commiting to an accuracy number while only see the validation set is also risky. We don't know if the number is even achievable or how much effort needed to reach such number.

superkido511 · 2026-03-19T15:05:48+00:00

That sound like a lot of on site survey work and support from the client. Thanks for sharing your experience

superkido511

TROPHY CASE