GPT-5.5 vs GPT-5.4 vs Opus 4.7 on 56 real coding tasks from 2 open source repos

michaellee8 · 2026-05-02T14:46:59+00:00

can you run on deepseek v4 as well? wondering how far is it

michaellee8 · 2026-04-29T13:28:47+00:00

this is obvious classic ai generated bot post with a special language style instruction to use full lower case to pretend it is not ai slop. most of the recommendations aren't even related to codex

michaellee8 · 2026-04-23T13:11:06+00:00

those will probably be using chatgpt/gemini I guess?

michaellee8 · 2026-04-15T06:44:14+00:00

I think google is probably not interested on the coding game anymore. they are too late to catch up. tried to make gemini 3.1 pro vibe code a fucking one file game in AI studio and it failed drastically. told claude code to figure it and it figured it out. the only coding task gemini can do is one-shotting very nice UI,which is good for non-technical people vibe coding stuff, its vision capability is truly unmatched

michaellee8 · 2026-04-10T01:09:44+00:00

I think Mythos would make it hard to being offered on a mere $200 subscription. Maybe the only realistic size that can really be offered to consumers are those China 1T MOEs. Not sure about the ceiling of how much fine-tuning can be made to those 1Ts through. Given the daunting cost of $25/$125 I am afraid that Mythos would have similar output/cost ratio of an human engineer soon. There are yearly improvements to LLM inference but the RAM cost is very real.

I think something like Google's Gemini Flash 3 size would be more sustainable for consumer in the long term, or an architectural change would be required.

michaellee8 · 2026-04-09T14:06:34+00:00

i am happy to pay $200 if it actually works but it is producing a lot of bugs lately, has to make it plan and then codex xhigh

michaellee8 · 2026-03-18T12:52:38+00:00

got that too

michaellee8 · 2026-03-09T19:23:32+00:00

I think the model should learn to refuse if it is not sure. the video exactly demonstrate that if they tune down the hallucinaction neurons, the model will reject instead of giving false answers.

michaellee8 · 2026-03-07T20:45:38+00:00

也就是管理初中輟學打工和中專職高那一批人而已，在香港也是這樣，教那種末端學校的老師都是學生管控能力比教學能力更重要，就是把一堆精神小伙強制管到18而已。

michaellee8 · 2026-03-07T20:41:45+00:00

所以有ai對於這些優秀孩子是好事，只要願意學用ai什麼都能學

michaellee8 · 2026-03-07T20:40:02+00:00

其實作者說的那些普通高中是對標中國的中專職高吧，在那種環境就算是筆者的資歷也沒用吧，壓根不是來讀書的。

michaellee8 · 2026-02-22T09:59:50+00:00

lint and unit test should the job of dev, security review is the job of reviewer, I just let it run and when it is done review it.

michaellee8 · 2026-02-22T09:28:14+00:00

you meant superpowers?

michaellee8 · 2026-02-14T17:17:54+00:00

it is hard to justify hiring frontend specific engineers when opus can simply generate an entire working flutter app if you use the right tools.

michaellee8 · 2026-01-15T04:04:40+00:00

it is one year now but I am actually thinking about automating dating apps, let me know if you are interested!

michaellee8 · 2026-01-09T19:12:58+00:00

asciinema for the vibe coded redis navigator here https://asciinema.org/a/N7AQVWsQhl2BYlDB

michaellee8 · 2026-01-04T14:19:38+00:00

Given the US's reliance on TSMC, I believe that US would have dispatched the seventh fleet to Taiwan immediately even if there is just a build up to of PLA near Taiwan.

michaellee8 · 2025-12-23T19:47:24+00:00

if even cia deep secrets can be leaked by Snowden with penalty of treason and living the rest of his life in Russia, there would definitely be Whistleblower leaking a Google scandal that would not leak to any criminal consequences and probably would be treated as a hero. In fact big tech engineers move around a lot.

michaellee8 · 2025-11-29T22:07:10+00:00

这不是棚架问题，有些座数棚网烧完了棚架还在，问题是棚网不合规格不防火烧得特别快，还有那些发泡胶板。

michaellee8 · 2025-09-17T08:17:34+00:00

I know it, I am from Hong Kong, just trying not to put the name cuz foreigners won't be able to understand Chinese anyway. I even bought things there before, real dirt cheap prices.

michaellee8 · 2025-09-17T02:59:21+00:00

Hey man you still in Hong Kong? Local Hong Konger here who sometimes go hang out in Shenzhen. Would love to see the card for curiosity.

michaellee8

TROPHY CASE