I've been looking for an Agent product with this functionality for a long time:
- Break my tasks/requirements down into different subtasks
- Then, based on which models' APIs I've configured, assign the subtasks to the most suitable/cheapest/most cost-effective models
Otherwise, having to judge and choose myself every time is really troublesome—my pig brain hurts.
Are there any products that can solve this need now?

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-19 11:12

Anyone in Hong Kong up for grabbing dinner together on Thursday?

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-18 05:21

In my own experience, Agent is still a very, very long way from truly replacing human work.
Current Agents are relatively good at completing the first 1 to 60 points of a task: gathering materials, organizing information, carrying out tasks in batches, and generating initial drafts. They can already do these things very quickly.
But the most difficult parts of a task often happen precisely at both ends.
Going from 0 to 1 requires people to know what the problem actually is; going from 60 to 80, or even all the way to 100, requires people to judge what is correct, what is good, and where it sti

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-09 16:53

Feels good, feels good, feels good, feels good, feels good.

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-09 02:35

Hassabis originally wanted to leave Google at the same time as Jeff Dean
Wow
Pathfounders, citing industry sources, reported that Hassabis originally wanted to leave Google at the same time as Jeff Dean, but management feared that the departure of two AI heavyweights together would severely impact the stock price, so they persuaded him to stay for the time being.
In the end, Jeff Dean and others left, while Hassabis became chairman of Google DeepMind and chief scientist of Alphabet. After the news was announced, $GOOG ’s stock price briefly fell about 5%.
It seems, then, that Hassabis’

GOOG-1.01%

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-09 02:24

U.S. guards against Chinese robots, while Silicon Valley goes straight to Shenzhen to personally carry goods back
I just saw this report from The Information, and the scene is utterly surreal.
In April this year, a San Francisco investor flew to Shenzhen with a long procurement list, stuffed robots and parts into suitcases, and flew them back to the U.S. Some teams even bought Unitree robots outright, took them apart, shipped the parts back, and reassembled them themselves.
At the end of July, the U.S. restricted new-model foreign humanoid robots and robot dogs from entering the country on nat

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-05 07:05

Cloud providers can dumb down large models
Here’s another interesting one.
Model evaluation agency Artificial Analysis recently conducted a test: it set the scores of officially deployed models at 100%, then tested APIs for the same models provided by different cloud service providers.
The results were striking.
The worst-performing GLM-5.2 API endpoint retained only 52% of its capabilities. gpt-oss-120b fluctuated between 70% and 101%. DeepSeek V4 Pro was relatively stable, with all 9 providers ranging between 97% and 107%.
The main reason is that cloud providers need to control costs.
Runnin

View Original

1 Likes

Reward
1
Comment
Repost
Share

Sleepy0x13

08-05 07:02

China’s open source has won
At a closed-door meeting on August 4, the White House told companies including OpenAI, Google, and Anthropic that open-weight models would not be included in the new AI safety review framework.
Chinese models such as Kimi K3 and DeepSeek therefore do not need to be submitted to the U.S. government for testing before release. At least for now, the U.S. will not use this framework to ban them.

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-05 04:32

Computer viruses can now use AI on their own—humanity is utterly defeated.
Remember the fear of being ruled by Panda Burning Incense and Trojan horses when we were kids?
Recently, a research team developed a computer virus integrated with a large language model. It can scan networks and search for vulnerabilities on its own, then temporarily generate attack methods based on the conditions of different machines. If an attempt fails, it will review what went wrong and try again on its own.
After taking over a computer, it copies itself over and continues infecting other devices. If it encounters

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-05 03:05

DeepSeek restarts ¥50 billion financing round, pre-money valuation of ¥500 billion
Great news—the financing that was suddenly suspended after the quotation incident has resumed.
Caijing, citing multiple dealmakers, reported that DeepSeek has restarted its second financing round. The company plans to raise another ¥50 billion at a pre-money valuation of approximately ¥500 billion, with the goal of signing the agreements in late August. DeepSeek has not responded.
This financing round was launched no later than mid-July and was temporarily suspended at the end of July. After its restart, DeepSee

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-04 01:19

ChangXin is set to build another plant, and Micron shares fell 4.5% during trading
This morning I saw a pretty encouraging piece of news.
ChangXin Storage is considering building its second 12-inch DRAM wafer fab in Beijing Yizhuang. It is currently in talks with local government platforms and state-owned enterprises about financing. ChangXin currently has three DRAM fabs: two in Hefei and one in Beijing, with each plant’s monthly production capacity at roughly 100k wafers. Taking into account the new projects in Shanghai, Hefei, and Beijing, once they are fully operational, total monthly prod

DRAM2.90%

SK Hynix2.30%

SKHY4.35%

SKHYNIX3.54%

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-03 11:55

Just came across this thing called Threehalves, a disaster-relief robot made by the US robotics company Satyress.
The official job assigned to it is to go into places humans can’t easily get close to, such as wildfires, rubble, and toxic factories—moving items, clearing obstacles, and operating equipment. It currently relies mainly on people controlling it remotely.
Who would believe this thing is here to save people??
A black body about two meters tall, with four long, thin mechanical legs. The upper body is human, but the head is a goat head with no expression, and the eyes are still just tw

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

08-03 07:51

Qwen3.8 Max is 20 times more expensive than DeepSeek V4 Flash
Alibaba has released the official version of Qwen3.8-Max. This is a multimodal flagship model with 2.4T parameters, aimed at programming Agents, professional office work, and long tasks, and its API is already live.
Qwen3.8-Max may be a good model, but judging by the price, it’s a full 20 times more expensive than DeepSeek V4 Flash.
Across four tests—TerminalBench 2.1, DeepSWE 1.1, NL2Repo, and Toolathlon Verified—Qwen3.8-Max scores 1.7 to 3.9 points higher than DeepSeek-V4-Flash. This performance gap absolutely cannot justify a

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

07-29 08:37

I felt psychologically uncomfortable for several days after watching *Devotion*.
When I saw my colleague complaining about it, I became more easygoing right away.

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

07-28 04:45

The day before yesterday I wrote about deepseek, and yesterday I wrote about kimi—both articles were completely deleted.
Now are domestic language models not allowed to be mentioned? And they didn’t even say anything bad—are we not allowed to praise them either?

DEEPSEEK5.71%

View Original

Reward
like
Comment
Repost
Share

Sleepy0x13

07-25 16:11

Liang Wenfeng halted DeepSeek’s second round of fundraising after being unhappy about the contents of a closed-door meeting leaking out.
Now what will those bro-s who sell SPVs do?

DEEPSEEK5.71%

View Original