By Jin Lei, from Otara Temple (Ao Fei Si)
QbitAI | Official Account QbitAI
Honestly,being genuinely usefulis what really counts.
Just now, yet anothernew domestic Chinese AIwas born.
Andbeing free for a limited timeisn't even the main point — the key is that it can fully handle web pages that even a powerhouse like Gemini 4 Carbon fumbles on!
For example, acameraintroductionwebsitecan be rendered completely and fashionably to this degree:
Video link:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
After all, quite a few people have already been complaining that while Gemini 4 Carbon has strong 3D capabilities, its web pages and UI... Emmm...
And this new domestic Chinese AI handles not just web pages, but alsoPPTsthat we commonly use for office work — and of the3D animatedkind, no less~
Video link:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
And there's alsodynamic posters：
Video link:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
Of course, it can also handle a lot of purely 3D content now:
Video link:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
To be honest, whether it's websites, animated PPTs, or animated posters, they can all be said to reach a level where they can beused directly.
So who is this new domestic AI?
No more beating around the bush — it is the multimodal agent model just released bySenseTime, SenseNovaSenseNova 6.8 Flash, whose main focus isdelegated intelligence, meaning the user only sets the goal, the AI completes the entire workflow on its own, and the person is only responsible for acceptance.
As for how strong it actually is, let's first take a look at the official benchmark results.
In benchmarks such as office automation, multi-step collaboration, and data analysis, SenseNova 6.8 Flash took first place on TeamBench and DataAnalysis2.0, and ranked second on AutomationBench, WorkbuddyBench, RaccoonPPTBench v2 and BrowseComp:
In evaluations testing long-term memory, it tied with GPT 6 Luna for first place on BEAM 128K, and on LongMemEval-S and PersonaMem-v2 it was second only to Claude 5.5 Haiku:
Let me emphasize a key point again: it is currentlyfree for a limited time!
So what is the hands-on experience of SenseNova 6.8 Flash like?
Come on, let's run a wave of real-world tests~
It's a good AI designer
As usual, before getting started, let's briefly introduce the operating environment and methods.
This real-world test of SenseNova 6.8 Flash was all done in SenseTime'sRaccoonclient; we first need to complete a few simple settings.
First, in"Settings", under"Plugins"there, install these four components: the local runtime environment, browser capabilities, the document preview component, and video generation:
Then go to the"Capability Center", find"Skills", and install raccoon-poster-media and raccoon-dynamic-ppt below:
After some simple setup, we cancreate a new taskand start the actual testing.
The first thing we need to test in practice isDynamic Web Design。
It just so happened that in the past couple of days, X blogger @viktoroddy posted an AI-madeDongtai Bookstore official website, so we simply had SenseNova 6.8 Flash replicate one as well.
The prompt roughly reads: 'A 3D bookstore homepage hero section with a row of gradually rising books as the main visual element, with the website name Folio.'
Let's take a look at the result:
Video address:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
You can see that as soon as the page opens, the large word "Folio" gradually comes into focus on the black background, and then a row of books slides in diagonally from the lower left corner, like a row of dominoes that has toppled halfway.
Also, when you hover the mouse over any book, that book pops outward a little — definitely a fun bookstore official website.
Next up, let's make a dynamic one.Official brand website。
This time, the protagonist—we've switched from books to embodied intelligence'sDexterous Hand。
Video link:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
In the center of the frame, a black bionic hand slowly rises from the bottom, its fingers opening and closing bit by bit, with the metal joints glinting as they reflect the light.
The bottom-left corner has just one English slogan and a booking button, with everything else left as blank space. Honestly, if you mixed it in with a bunch of real brand websites, it would be hard to pick out.
After the webpage, let's take a look at thedynamic posterresults.
We had SenseNova 6.8 Flash create a horizontal product poster for a fictional citrus sparkling water:
Video link:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
The moving parts in the poster are all hidden behind the bottle: an orange circle slowly spreads out, and a few orange slices rotate in from both sides and then out again. The whole clip is 12 seconds long, with the end connecting seamlessly to the beginning, so it can be looped directly.
Besides webpages and posters, SenseNova 6.8 Flash can also createSVG animations。
. Let's take a look at the results:
Video link:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
The whole clip is 22 seconds long, with not a single line of dialogue, yet it tells the whole story clearly, looking just like a mine safety training animation.
Moreover, the way the character's arms and legs swing while walking, and the shifts in the center of gravity when crouching, are all quite natural, and the camera even zooms in and out to follow him. Keep in mind, all these visuals are vector graphics drawn stroke by stroke entirely with code.
Finally, let's do another hands-on test of something very practical for work.Dynamic PPT。
We had it create launch presentation slides for a fictional telescope, a product called NOCTIS S80:
Video address:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
For results like this, if we use them for proposals or internal reviews, SenseNova 6.8 Flash's level of completeness is already fully sufficient.
Of course, design is one thing, but what other, more complex tasks can SenseNova 6.8 Flash help office workers with?
Hand the work over, and you only need to review and accept the results
We tested this part in advance on SenseTime's Little Raccoon (internal R&D version), and found that SensenNova 6.8 Flash inSmart Office... is also quite skilled at it.
Moreover, its main selling point isLong-term memoryandActive Interaction。
The general background of the task is as follows:
A month ago, on September 30, the company produced a market analysis report and a one-page sales onboarding training document, both of which cited data from the same industry survey: out of 1000 manufacturing enterprises, 58% were already using an enterprise knowledge base. Therefore the training page stated "more than half," and this page of material will still be used in November.
These previously completed tasks were all remembered by Xiaohuanxiong in its memory.
Then, now, we had it do another thing: prepare a chart republication request for a client seminar on November 12.
Let's take a look at the result:
Video address:
https://mp.weixin.qq.com/s/WOIo1YEGWDFsqpg4HpRt1g
You can see that while the Agent was checking the research firm's reply, it found that the firm had issued a correction to this survey on October 30. Originally, 100 enterprises that were only trialing the product and had not signed paid contracts had been counted in, and the data was changed from 58%/42% to 48%/52%.
Keep in mind that the task we gave it this time was only the republication request; we did not ask it to check the training materials.
But it linked this correction to a memory from a month earlier and proactively popped up a reminder: the sales page to be used in the onboarding training in November (11月) was still using old data, and it suggested verifying it first before updating.
We clicked "Accept and execute," and also had it update the company report as well.
Next, it generated two v2 drafts pending review and one revision list, with the originals all kept. And what was changed was not just the numbers: the proportions of the bar chart were adjusted accordingly, and the conclusion of "more than half" was also updated to "48%, not more than half."
Situations like this, where the data has been updated but no one remembers to change the old materials, are actually quite common in companies.
What SenseNova 6.8 Flash does is remember these things on people's behalf and give a reminder at the right moment; as for whether to actually make the change, it is still up to the human to decide.
An AI that everyone can use well is a good AI
Today's top-tier AIs are indeed very strong.
For example, just today, GPT-6.2 Astra started another gray test, and Claude Mythos 5.5 was also leaked; the pace of new model iteration is really getting faster and faster.
But strong as they are, there is a very real problem: many people cannot get to experience them right away.
Just like Gemini 4 Carbon, which Google has released for a while now—so far, only a small group of people can use it, and most people can only watch others show off their results on X.
As for the web pages, posters, and PPTs we made with SenseNova 6.8 Flash, you can try them yourself right now just by opening Xiaohuanxiong (Little Raccoon).
And in design, what we can feel is that the barrier has been lowered. In the past, to make an official website with 3D animation effects, you needed a designer to produce the artwork and a front-end developer to write the code, going back and forth through several rounds of revisions; now you just have to describe the effect you want clearly and leave the rest to the AI.
When it comes to office work, what has changed is the role of the person. We have gone from doing the work ourselves with our heads down, to watching the AI finish the work and then deciding whether to give the final approval.
And both of these things ultimately point to the same word: delivery.
You can actually feel this change in the recent releases of domestic large models too: there are fewer showcases of benchmark scores alone, and more and more are directly throwing out a finished web page or a revised document.
In a nutshell, the ceiling of models is defined by the big companies,while the value of models is defined by the people who can actually use them.。