building the SOTA model router @rolemodeldev https://xitter.cf/t.co/N6odPItHYZ 🇸🇪 pm and indie dev in 🇨🇳 since 2010. Prev: @dji @oppo @oneplus
Shanghai
Joined March 2026
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try.works retweeted
朋友首发当天就兴冲冲提了iPhone Duo，拆封半小时正划着新系统的手势动画，突然听见机身里传来一声脆得发毛的“咔嚓”，主屏幕下半截直接黑了三分之一，剩下的区域还疯狂闪彩条。
拿去官方售后才傻了眼，非人为摔损的内屏故障，因为机身边框有一道0.1毫米的细微运输划痕，直接被判定不符合免费保修条件，换屏报价直接干到3299。
翻社交平台一搜，已经有二十多个首发用户晒出一模一样的故障，都是没摔没碰，用着用着机身里传出咔嚓声，屏幕直接裂屏黑屏，到现在官方连个公开回应都没有，第一批冲首发的人纯纯当了试错的冤大头。
try.works retweeted
The choice can not be clearer than this:
1) Kimi 3.1 Pro's 8.34$ income per AMD MI355X GPU / hr vs
2) DS V4.1 Flash' 38$ income per GB200 GPU / hr
There is no match on economics between Moonshot and DeepSeek (although they are different model tiers). Off course, you can split hair and say it was on NVL72 for DS numbers. So what. Most GPUs are shipping in rack configurations / large scale up now.
Nobody can avoid the pull of DS V4.1 Flash architecture: - Engram
- Causal Encoder-Decoder (or Self Decoder)
- KV Re-use
In USA (SpaceX, Muse) and in China (Xiaomi, GLM, Kimi) all will have to adopt DS V4.1 Flash architecture. It is too good not to.
Caveat: On Helios type rack/NVL72 Kimi K3.1's income per GPU will improve, though will be far less than that of DS v4.1 Flash.
PROFIT ALERT🚨: AMD @vllm_project can generate up to $3/hr/chip in pure profit serving the open-source Kimi K3 model, even after accounting for the rapid increase in chip rental prices post-Claude Code.
Kimi K3 2.8T is a great model for AMD, as it has over 2.8 trillion parameters that can take advantage of AMD's 288GB per chip. B200 CANNOT fit Kimi K3 in a single server, so it has to use tensor parallelism or pipeline parallelism for communication across 400Gbit/s InfiniBand/Ethernet, which is 18x slower than the BW within an NVLink domain.
try.works retweeted
就真能踢皮球，订阅不给退款。API 平台让我进它这个页面底部找一个隐晦的微信入口，然后进去也是直接一句不给退。
你梁叔叔平台充值的钱我刚实测了下，页面上能直接退，发起退款后两分钟到账...
Kimi 对用户这种姿态，好自为之吧。
try.works retweeted
Kimi 这真的是，只能说是家垃圾公司，刚在 12315 跟黑猫上都投诉了。
当时K3出来的时候，我感觉被诈骗，
找客服退款根本没人理，
后来打了北京的12345之后，
才有一个语气特别高傲的姐们打电话问我：“你想怎样？”，
我说我要退款，然后对面花了三秒钟不到就特别不耐烦地说七个工作日退款，然后直接挂了电话。
这个体验和我另外一个朋友作为合作方被恶心的体验是高度重合的。
如今这个事情被炒起来，我觉得 @Kimi_Moonshot 一点都不冤。
哦，如果你发现想退款客服不理你，请直接拨打010-12345🤡
try.works retweeted
Science is not some hobby that serves the self actualization of people in a publicly sponsored job placement program. It is the systematic search for truth.
try.works retweeted
Fuck this Chinese job market.
Young people are getting absolutely fucked. No real opportunities, shit pay that barely covers rent, and you're expected to grind 996 like a dog. Overtime is mandatory, weekends are optional, and if you complain you get replaced by the next desperate grad.
Everyone's killing each other for scraps. Involution is out of control — 300 people fighting for one mediocre position, then the winner gets paid like shit and worked to death. Graduates with master's degrees delivering food or sitting on their parents' couch.
Companies treat you like disposable labor. No raises, no promotions, just more work and the constant threat of being laid off. The economy's trash, private sector is dying, and the only "stable" path is fighting millions for a government job that might not even exist by the time you get it.
It's a fucking meat grinder. Opportunity? What opportunity. Just endless competition and poverty wages.
try.works retweeted
Once again I am telling you that LLMs are running the standard-issue Gartner hype cycle.
Apollo chief economist Torsten Slok just published a gloomy report on AI.
imo, other signals I’m watching don’t really support these.
> Slok says mainstream firms don’t need the latest model and won’t pay for it, and with no bottom-line gain they now treat token spending as a cost center that weighs on margins.
> He says, total factor productivity growth sits near 0%, and Slok expects AI’s macro effect to stay very limited while agentic AI and token spending remain confined to a small slice of firms.
> Argues cheaper, commoditized models may not close the gap, because per him, business value depends on judgment, accountability, trust and unwritten rules that AI doesn’t understand.
try.works retweeted
Trump:
Why do we always have to take people from shithouse countries?
Why can't we take people from Norway, Sweden, Denmark?
try.works retweeted
moonshot (the kimi ppl) is such a funny company. b4 their new kimi k3.1 pro dropped, their official acct reposted the team lead's tweet & i was like… cringe. felt like bro was dying to be famous. then everyone's credits ran out super fast which just means they don't have enough compute. now this whole promo mess… they're hilarious i can't even. i just went looking for that team lead tweet their official acct reposted & it's gone now. so y'all got time to log in & delete tweets but not to clear things up. what a weak useless company
try.works retweeted
I don’t think folks realize just how insane DeepInfer is.
One cluster with DeepInfer. IN One day. Can produce AS MUCH tokens AS OpenRouter in an entire week.
“A single cluster currently serves 155 trillion tokens per day, with overall revenue of US$38 per GPU-hour (at valley pricing).” - "DeepSeek V4.1 Flash Inference Deployment Q&A"
I wanted to know what “a single cluster” actually means here. So I worked backward from the numbers DeepSeek shared:
-- 60,000 fresh input tokens/sec per prefill GPU
-- 14,000 output tokens/sec per decode GPU
-- Roughly a 1:1 prefill-to-decode GPU ratio
-- 77K average input length
-- 96% input cache hit rate
Insane perf numbers but otherwise pretty resonable assumptions on the user side.
With only 4% of input needing fresh processing, each prefill GPU serves:
60,000 ÷ 4% = 1.5 million input tokens/sec
Add the decode side:
1,500,000 + 14,000 = 1,514,000 tokens/sec × 86,400 seconds = 130.8 billion tokens/day.
Now divide the cluster’s reported 155 trillion by that:
155 trillion ÷ 130.8 billion ≈ 1,185 pairs.
That’s ~1,185 prefill GPUs + ~1,185 decode GPUs.
Roughly 2,400 B200 GPUs.
And how many B200-family GPUs have shipped worldwide?
An estimated 2.2–3.0 MILLION by July 2026.
This cluster’s inferred GPU count is about 0.1% of that estimated shipped base.
🤯🤯🤯
try.works retweeted
"Every AI lab does this" is a pathetic excuse and by saying it, you're basically just trying to let them off the hook for being dishonest cheats.
I get approached every single day for ad spots, and the overwhelming majority of them require you to mark them as a paid promo. That is required by the FTC btw.
And they certainly dont ask you to share geo political talking points from a foreign nation.
We know that every ad campaign is given a brief of talking points obviously. That is not the problem.
The problem is pretty obvious, I think, but apparently it needs to be spelled out for some of you:
> they are explicitly REQUIRING you do not mark it as an ad (illegal)
> they made completely fabricated demos which they recorded themselves to give to influencers to pass off as their own to make the model look better than it is
> then they specifically asked them to push the narrative that China has caught up to the US, and that its basically Free Opus - which is not only false, but political propaganda.
> then they tried to cover it up and still havent addressed it
If you can't see the problem with that, it is because you don't have any integrity. You are literally the problem.
Yes, undisclosed advertising happens all the time, but to say everyone is doing is is flat out false.
Furthermore, if a company is doing that, guess what? They should also be exposed. It's not rocket science, folks.
Wrong is wrong, and no self respecting, legitimate company that cares about their reputation, or has an ounce of integrity, will ask you to do this.
Another one I'm seeing: "Every VC does this"
No they dont. Because its illegal. And it can get you banned from X. If one asks you to do it, blast them.
Simple.
/rant
try.works retweeted
Post 4 Exposing Kimi AI
This is what they require each one participating in their creators campaign to do, basically trash talk Astra and Opus even tho it's not true and as you can see you pick from already existing demos and share them and I doubt any of it is actually made by kimi and if it is it's not one shot like most paid accounts say.
try.works retweeted
Kimi 市场部门知道中区博主有情怀，默认都会夸自家的开源模型，根本不用花钱请
当然也有一种可能是：中区的商业推广帖子，商业太重，只要不傻一眼都能看出来
所以，Kimi 都找海外的大V来大肆宣扬新版本
没想到这次没把控好，被暴露了细节
That's how Kimi AI are promoting their new model Kimi K3.1 pro and I know all the influencers working with them and none of them are honest,I have posted about it myself but I didn't join this and never used their templates that they provide.
PROPAGANDA, I have more to share it's f**cked up I'm gonna have follow up for this
try.works retweeted
Until I test it myself I'm assuming everyone saying Kimi K3 is at Fable level is a shill
try.works retweeted
妈的！这群老外是傻逼吗？
自己毫无判断力
我他妈从来没接过 Kimi 商单
纯粹自己瘾大爱折腾
就被他们说成付费水军
还骂完就跑？
你们被 Kimi 坑了关我吊事
有本事别屏蔽过来给我对骂啊
一群小丑 🤡 傻逼
@LLMJunky @hifihedgehog
try.works retweeted
btw, half or maybe more of the Kimi K3.1 Pro posts you're seeing here are paid. just content copy-pasted from a doc
and it's not only kimi, plenty of other model posts too
companies are reaching out over email, and the very first mail says "no paid partnership label"
so don't trust any demo. just give it a shot yourself lol
That's how Kimi AI are promoting their new model Kimi K3.1 pro and I know all the influencers working with them and none of them are honest,I have posted about it myself but I didn't join this and never used their templates that they provide.
PROPAGANDA, I have more to share it's f**cked up I'm gonna have follow up for this
try.works retweeted
Typical Chinese company behavior. It's the same for smartphones too.
Post 2 exposing Kimi AI
That's the creators campaign docs I got from Kimi AI after their Kimi K3.1 pro release and thats the narrative they want creators to push, of course I'm out and I'm never gonna say something I don't test myself and give my honest opinion about and I don't want to be involved in this China vs US political situation.
