1
2
Introductions 自我介绍
What are you hoping
to learn today?
3
Core thing to understand about AI adoption 理解AI应用的关键
In media, things change all the time. SD to HD, big
cameras to SLR, HD to 4K.
The people who were absolutely fine are the ones that
adopted these technologies proactively.
4
Lesson 1 第1课
AI Basics
AI基础
Lesson 2 第2课
How AI Works
AI如何运作
Lesson 3 第3课
Thinking with AI
用AI思考
Lesson 4 第4课
Agents
智能体
Lesson 5 第5课
Vibe Coding
氛围编程
Lesson 6 第6课
Creating with AI
用AI创作
Lesson 7 第7课
Hands-on AI use cases
AI实战案例
Lesson 8 第8课
Proactively using AI
主动使用AI
0
5
AI BASICS
LESSON 1 第1课 · AI基础
What we’re
Learning Today
今日学习内容
BASICS of AI
PROMPT ENGINEERING
with Doubao and DeepSeek
THE MAIN CHINESE MODELS
Doubao, DeepSeek V4, Qwen
and Kimi K3
7
Prompt Engineering Masterclass 提示词工程大师课
8
Prompt Engineering Masterclass 提示词工程大师课
In this section, we will learn how to correctly prompt and
use Doubao, DeepSeek or any other LLM to make powerful,
useful responses - not just generic slop.
9
Prompt Engineering 提示词工程
Act
Who would be the most useful person to be sitting next
to you, right now?
Act as a….
Lawyer with strong understanding of Chinese contract law
Social Media Manager with over 20 years experience
CEO of a Fortune 500 company
10
Prompt Engineering 提示词工程
Explain
What are you currently working on, right now?
“I’m currently about to sign a contract with a company in
Shanghai and am looking to analyse the fine
print”
“I’m working on a social media campaign for Chanel”
11
Prompt Engineering 提示词工程
Please
Be polite and say Please (请), then ask it to do
whatever it is that you need to do.
Please give me ten ideas for this
Please create this structure, format as a table
Please make the presentation we are working on
12
The Different LLMs we use 我们使用的大模型
Doubao 豆包
DeepSeek V4
Alibaba Qwen 千问
Kimi K3
Baidu ERNIE 文心
Tencent Yuanbao 元宝
Zhipu GLM 智谱
MiniMax
DeepSeek V4
Alibaba Qwen 千问
Kimi K3
Baidu ERNIE 文心
Tencent Yuanbao 元宝
Zhipu GLM 智谱
MiniMax
13
Doubao 豆包
Doubao, from ByteDance, is the AI app most people in China
use. It combines chat, voice, image creation and search in
one app, and connects to Douyin, Feishu and Jimeng.
use. It combines chat, voice, image creation and search in
one app, and connects to Douyin, Feishu and Jimeng.
Doubao’s main weakness is that its answers can be brief
and careful unless you ask for detail and depth.
and careful unless you ask for detail and depth.
ByteDance 字节跳动
14
DeepSeek 深度求索
DeepSeek V4 comes from Hangzhou-based DeepSeek. Its
deep thinking mode (深度思考) shows its reasoning step
by step, and it is strong at analysis, writing and coding.
deep thinking mode (深度思考) shows its reasoning step
by step, and it is strong at analysis, writing and coding.
Low prices make it the engine inside many Chinese apps
Open weights 开放权重
15
Qwen 千问
Qwen, from Alibaba, is an all-round assistant, strong with
documents, images and coding. Many Qwen models are
open-weight, so companies can run them on their own
servers.
documents, images and coding. Many Qwen models are
open-weight, so companies can run them on their own
servers.
Alibaba 阿里巴巴
16
Kimi
Kimi K3, from Moonshot AI, reads very long documents,
around a million tokens at once, and is strong at deep
research, slide decks and front-end code.
around a million tokens at once, and is strong at deep
research, slide decks and front-end code.
Moonshot AI 月之暗面
17
ERNIE, Yuanbao and GLM 文心、元宝与智谱
Baidu’s ERNIE (文心), Tencent’s Yuanbao (元宝) and
Zhipu’s GLM (智谱) complete the main Chinese line-up.
Zhipu’s GLM (智谱) complete the main Chinese line-up.
The US models you read about need a VPN, so this
course uses the Chinese apps throughout.
course uses the Chinese apps throughout.
Also used 其他常用
LLM biases 大模型的偏见
Every model
has a bias
You have to
consider this
when creating
content
19
Doubao in Depth 深入了解豆包
In this section, we will go into detail about all the menus
and other bits and pieces of Doubao.
and other bits and pieces of Doubao.
0
20
HOW IT WORKS AI如何运作
LESSON 2 第2课
What we
Learnt in Lesson 1
第1课回顾
BASICS of AI
PROMPT ENGINEERING
with Doubao and DeepSeek
THE FOUR MAIN MODELS
Doubao, DeepSeek V4,
Qwen and Kimi K3
What we’re
Learning Today
今日学习内容
HOW LLMs work
HALLLUCINATIONS
and how to spot them
SYNTHETIC DATA
and why it matters
CONFIDENTIALITY and
TRAINING
How to keep data safe
23
AI feels smart - but what is it actually doing?
AI看似聪明,它到底在做什么?
24
How Doubao and DeepSeek work under the hood
豆包和DeepSeek的工作原理
- What actually is a LLM?
- How DeepSeek V4 was created
- What are Cutoff dates
Synthetic Data 合成数据
26
Synthetic Data 合成数据
This is data that goes beyond human capabilities, or
synthesises multiple scenarios that are unlikely to
happen in real life.
Hallucinations 幻觉
28
Hallucinations 幻觉
- What is a Hallucination?
- What happens when an LLM hallucinates?
- How can you spot them?
- How can you avoid them?
29
Bias 偏见
ByteDance
Liang Rubo
字节跳动 · 梁汝波
China’s AI is led by a handful of men, too.
中国的AI同样由少数人主导。
Alibaba
Eddie Wu
阿里巴巴 · 吴泳铭
DeepSeek
Liang Wenfeng
深度求索 · 梁文锋
Moonshot AI
Yang Zhilin
月之暗面 · 杨植麟
Bias 偏见
Studies place every chat model somewhere on the
political spectrum. Chinese models are also shaped by
China’s content rules, so some topics get careful or no
answers.
political spectrum. Chinese models are also shaped by
China’s content rules, so some topics get careful or no
answers.
31
Representational
Harms 表征性伤害
Bias can be seen across
image creation models. 图像生成模型中同样存在偏见。
This is when a profession has
a ‘default’ setting
that exacerbates stereotypes.
即某个职业有一个“默认”形象,从而加剧刻板印象。
CEO 首席执行官
Felon 罪犯
Secretary 秘书
Beautiful 美丽
Ugly 丑陋
37
Bias 偏见
AI can be incredibly useful - but can also create a major headache.
AI非常有用,但也可能带来大麻烦。
Remember, the bum in the seat is responsible for whatever it creates.
记住:AI生成的内容,责任在使用者。
39
Confidentiality 保密
Every model
saves your data
and uses it to train
the next one.
Check the privacy and data
settings in Doubao and
DeepSeek, and keep personal
data out (PIPL).
settings in Doubao and
DeepSeek, and keep personal
data out (PIPL).
Screenshot: Doubao or DeepSeek data settings
40
LESSON 3 第3课
Thinking with AI 用AI思考
What we
Learnt in Lesson 2
第2课回顾
How LLMs work behind the
scenes
PROVENANCE
of training data, and how
Synthetic data is created
BIAS
and how to avoid it
CONFIDENTIALITY
how to protect your data
What we’re
Learning Today
今日学习内容
HOW to use Doubao to
plan ideas
HOW
to use Kimi to make sense of
long documents
MAKING
music using Mureka
CREATING
a presentation using Kimi
43
Before we start, get a PDF downloaded for later on in the lesson.
A boring one will do.
开始之前先下载一份PDF,稍后要用,随便一份就行。
44
Let me tell you a story… 给你们讲个故事……
45
Don’t ask AI for something straight away.
Build the scaffolding first, then grow from there.
不要一上来就要结果:先搭框架,再逐步完善。
46
Act-Explain-Please and get ideas first. 先用框架获取思路
Ways to build a narrative 构建叙事的方法
Act as a Business Consultant for a major fortune 500
company. I’m about to give a presentation to the board, where I
have to deliver disastrous news about Q4 2025. Please give me
three different ways to approach this, particularly focussed
on keeping my job.
47
Act-Explain-Please and get ideas first. 先用框架获取思路
Act as a researcher with understanding of property law in
Shanghai. I’m currently working on a new report about
the most recent property law updates, which are attached as a
PDF. Please give me five different ways to approach this.
Ways to build a narrative 构建叙事的方法
48
Act-Explain-Please and get ideas first. 先用框架获取思路
Act as a social media manager with over 20 years
experience in the Shanghai property market. I’m currently working
on a business plan to improve my social media presence and
push more sales across the Yangtze River Delta. Please give
me three different ways to approach this.
Ways to build a narrative 构建叙事的方法
49
Deep Research 深度研究
If you have time, use deep research (深度研究)
in Kimi or Qwen to go in-depth about the topic.
in Kimi or Qwen to go in-depth about the topic.
Deep Research takes about 20-30 minutes
depending on the subject, it’s a good idea
to start it early.
Ways to build a narrative
构建叙事的方法
50
You don’t need to read what Deep Research creates,
just use it as context.
深度研究的结果不必细读,作为背景资料即可。
51
Mureka
52
Creating Lyrics 创作歌词
To start with, go to Doubao or DeepSeek, and
make some lyrics.
make some lyrics.
“Please create lyrics for this song. Ensure it is not
based on any previous song, and is in a three
verse, chorus, bridge structure”.
53
Creating The Song 生成歌曲
Now open Mureka and start a new song.
Screenshot: Mureka home screen
54
Paste in the lyrics…
Creating The Song 生成歌曲
…type in some high-level
musical ideas for the song…
…and click Generate
Screenshot: Mureka lyrics box
Screenshot: Mureka style box
55
Creating The Song 生成歌曲
Give it a name, and click Create.
Screenshot: Mureka Create button
56
Kimi
Screenshot: Kimi home screen
57
Kimi
Upload long reports and
PDFs to Kimi, then ask for
summaries and mind maps
from your files only.
PDFs to Kimi, then ask for
summaries and mind maps
from your files only.
For updates, follow
Kimi’s WeChat
Official Account
Kimi’s WeChat
Official Account
Screenshot: Kimi with uploaded files
58
Building a presentation 制作演示文稿
59
Kimi PPT · WPS AI AI做PPT
60
Kimi PPT · WPS AI AI做PPT
In this section, we will use Kimi’s PPT assistant or
WPS AI (灵犀) to create a presentation automatically
WPS AI (灵犀) to create a presentation automatically
All you need to do is copy-paste research
into Kimi or WPS AI to make something amazing
into Kimi or WPS AI to make something amazing
61
Step One 第一步
Use the Act-Explain-Please framework we
learnt in Part 1 to create the text for a
presentation.
62
Step Two 第二步
Open Kimi and choose the PPT assistant
(PPT助手), or open WPS AI in WPS Presentation.
(PPT助手), or open WPS AI in WPS Presentation.
Paste in your text, and say whether it’s
notes or a full draft.
notes or a full draft.
Pick a template, and Generate
63
LESSON 4 第4课
Agents and
Workflows 智能体与工作流
What we
Learnt in Lesson 3
第3课回顾
How to use LLMs to build a
narrative
Kimi
turning long documents
into notes and mind maps
Mureka
Make beautiful
music
Kimi PPT and WPS AI
Creating stunning
presentations
What we’re
Learning Today
今日学习内容
WHAT Agents are and how
do they work
WHAT
Agents are likely to be soon
HOW to create an Agent
66
Agents 智能体
Agents are something to be aware of now, as
they are very likely to be extremely useful by
July next year.
67
Agents can currently do 2-3 hours of work unsupervised.
If current trends continue, this should mean…
July 2026 25.8 hours
July 2027 857.6 hours
July 2028 59,194 hours
July 2029 8,681,752 hours
July 2030 2,859,228,000 hours
68
Different levels of AI usage AI使用的不同层级
69
Different levels of AI usage AI使用的不同层级
Low level
Doubao, basic AI use
Medium Level
Workflows, maybe with LLM in them
High Level
Agents performing tasks for you
70
Behind the
Scenes 幕后
Agents are
evolving and
almost every day
there’s a new
one - which
makes them
rather hard to
explain clearly.
71
Types of Agents 智能体的类型
Agents come in a variety of sizes, and there can be a
feeling that the word “Agent” is added to everything to
make things sound cool. My definition of Agent is a tool
that completes a goal via a multi-step process.
72
Workflows with Agents 结合智能体的工作流
Medium Level 中级
Workflows with Agents 结合智能体的工作流
Coze (扣子), Feishu
(飞书) and Dify can
create entire workflows.
If you find something
you repeat every day, a
workflow is a possible
replacement.
(飞书) and Dify can
create entire workflows.
If you find something
you repeat every day, a
workflow is a possible
replacement.
Medium Level 中级
Screenshot: a Coze workflow
Workflows can
include agents, or not
- they aren’t
specifically agents in
themselves.
See if you can make
a workflow to
automate part of your
business.
Medium Level 中级
Screenshot: a Coze workflow with an agent node
75
Built-in Agents 内置智能体
Kimi and Qwen both have a deep research agent
(深度研究) you can use now.
(深度研究) you can use now.
Medium Level 中级
76
Deep Research 深度研究
Deep Research only reads the internet and does
not interact with it.
Medium Level 中级
High Level 高级
Coze Space 扣子空间
Coze Space, from ByteDance, is a general agent: give it
a goal and it plans the steps, uses tools and delivers
reports, web pages and files.
a goal and it plans the steps, uses tools and delivers
reports, web pages and files.
High Level 高级
Zhipu AutoGLM 智谱AutoGLM
AutoGLM from Zhipu can operate apps on your phone
or computer for you. Check every step before it pays
or sends anything.
or computer for you. Check every step before it pays
or sends anything.
High Level 高级
Kimi Agent Kimi智能体
Kimi’s agent mode works in the cloud to research, build
slide decks and web pages, and complete multi-step tasks.
slide decks and web pages, and complete multi-step tasks.
High Level 高级
Uses for Kimi Agent Kimi智能体的用途
If you have a list of predictable tasks that can be done in
the cloud, Kimi’s agent will be a strong choice.
the cloud, Kimi’s agent will be a strong choice.
High Level 高级
OpenClaw
OpenClaw uses your own computer, using open source
software to connect to a variety of tools.
Use at your peril, as it has little
security and can do everything
your computer can do.
High Level 高级
High Risk 高风险
Moltbook
Moltbook is one of the more bizarre occurrences of
OpenClaw, being the world’s first social network for
OpenClaw instances.
It even set up “Rent a Human” to
do tasks for it, and tried to set up
its human on dates.
High Level 高级
84
The more you let it access, the more it can do 权限越多,能力越大
If you give your agent access to money, your credit
cards, your API keys and everything else - it can
do a huge amount to enable work in your life
But that also leaves it open to causing a huge
amount of problems too.
Agent Risks 智能体的风险
85
Potential issues that can happen 可能出现的问题
- Credit card fraud
- Prompt injection attacks
- Frankly weird messages sent to friends and loved ones
Agent Risks 智能体的风险
86
You are letting a total intelligence into your life
with unfettered access to everything?
你真的要让一个智能体毫无限制地进入你的生活吗?
LESSON 5 第5课
Vibe Coding 氛围编程
What we
Learnt in Lesson 4
第4课回顾
WHAT Agents are, kind of,
as of August 2026
HOW
To use agents in Kimi and Qwen
COZE SPACE
And some potential use
cases
Some AI News AI新闻
NEW MODELS arrive
every few weeks
What we’re
Learning Today
今日学习内容
WHAT is vibe coding?
HOW
to use Trae to
vibe code
HOW to use Kimi to
vibe code
91
I Vibe Coded this whole course website
整个课程网站都是我用氛围编程做的
92
What is Vibe Coding? 什么是氛围编程?
AI researcher Andrej Karpathy coined the term
Vibe Coding in February 2025 to describe creating apps
by asking an LLM to do it.
Different to usual ways of coding, Vibe Coding just
requires you to talk to an LLM and it does the coding for
you
93
Benefits of Vibe Coding 氛围编程的好处
You don’t need to be technical to create apps, websites
and other things that require code. All you need to do is
open Kimi or Doubao, or load up Trae, and talk to it.
and other things that require code. All you need to do is
open Kimi or Doubao, or load up Trae, and talk to it.
94
Pitfalls of Vibe Coding 氛围编程的陷阱
People who don’t know how to code are now releasing
code, and lots of it. This hasn’t been stress-tested in a
production environment and can be a security
nightmare. Issues include:
- Rubbish code that somehow works ‘for now’
- APIs and Passwords in the open and ready to steal
- Apps not stress-tested in the real world
Let’s see some fun examples 来看几个有趣的例子
97
Vibe Coding using Kimi and Doubao
用Kimi和豆包做氛围编程
98
Vibe Coding with Kimi 用Kimi做氛围编程
- Paste in this text:
“Please create a working Snake game using HTML,
CSS, Javascript and other embedded elements.
Make it beautiful, playable on Desktop and Mobile
devices, with simple WASD and touch functionality”
99
Get something working first - then build on it
先做出能用的版本,再逐步完善
100
If you can’t get it working - make a new chat and start again.
如果做不出来,就新开对话重新开始。
101
Create a Website with Kimi 用Kimi做网站
- Make a New Chat
- Use Act-Explain-Please to create some website content
- Then write:
“Please create a perfect website using HTML, CSS,
Javascript and other embedded elements. Make it
beautiful and accessible on Desktop and Mobile
devices.”
102
Another way to Vibe Code with Kimi 另一种方法
- Paste in this text:
“Create a comprehensive prompt for me to make a fun,
interactive working Snake game using HTML, CSS,
Javascript and other embedded elements. Make it
beautiful, playable on Desktop and Mobile devices, with
simple WASD and touch functionality”
- Then say “Please make the game”
103
Vibe Coding using Trae 用Trae做氛围编程
104
Trae
Trae, from ByteDance, is an AI code editor. Describe
what you want and its agent plans, builds, runs and fixes
the project for you.
what you want and its agent plans, builds, runs and fixes
the project for you.
105
Best way to Vibe Code with Trae 用Trae做氛围编程的最佳方法
- Open up DeepSeek, paste in this text:
“Create a comprehensive prompt for Trae to create a
useful, interactive <app idea here> using HTML, CSS,
Javascript and other embedded elements. Make it
beautiful, playable on Desktop and Mobile devices, with
simple WASD and touch functionality”
“Create a comprehensive prompt for Trae to create a
useful, interactive <app idea here> using HTML, CSS,
Javascript and other embedded elements. Make it
beautiful, playable on Desktop and Mobile devices, with
simple WASD and touch functionality”
- Then paste the prompt into Trae’s agent chat
106
Sample apps 示例应用
A collection of sample apps can be seen on
www.rupertchesman.com, including apps for TV
Production, photo editing, and educational apps for
children with Autism and Dyslexia.
107
Other Vibe Coding Tools 其他氛围编程工具
Four Types of Vibe Coding Tool 四类氛围编程工具
AI-Native IDEs
Code editors rebuilt around AI
from the ground up.
Understand your entire
codebase, not just one file.
Trae · Qoder
IDE Extensions
AI assistants that plug into
editors you already use.
Broadest compatibility, lowest
switching cost.
Tongyi Lingma · CodeBuddy
Web App Builders
Browser-based platforms.
Describe your app and they
build it — frontend, backend,
and database included.
Coze · Baidu MiaoDa
Terminal / CLI
Command-line AI agents for
power users. Extremely cost-
effective — often just API
usage costs.
Qwen Code · iFlow CLI
109
Coze, Tongyi Lingma and CodeBuddy 扣子、通义灵码与CodeBuddy
110
Vibe Coding Platforms 氛围编程平台
As Kimi, Doubao and Trae get stronger, there is less need
for separate vibe coding platforms, but they can be a step
up in functionality as their only job is vibe coding.
for separate vibe coding platforms, but they can be a step
up in functionality as their only job is vibe coding.
111
Why use Vibe Coding Platforms? 为什么要用氛围编程平台?
In coding there is “Front End” and “Back End”. Front end
is the stuff you see - the user interface, the buttons and
everything else. Back end is everything you don’t, the
databases, login etc. To make a functioning back end for a
genuinely useful app, you need to use one of these.
112
And remember to have fun 记得享受乐趣
0
113
CREATING WITH AI
LESSON 6 第6课 · 用AI创作
What we
Learnt in Lesson 5
第5课回顾
HOW to vibe code using
Kimi and Doubao
HOW
to vibe code using Trae
WHAT
other vibe coding platforms
are available
WHAT vibe coding is
What we’re
Learning Today
今日学习内容
HOW to create images using
Doubao, Jimeng and
Qwen
VIDEO CREATION
and how to avoid slop
116
Creating images with Doubao 用豆包生成图片
117
Creating images with Doubao 用豆包生成图片
Doubao creates images straight from the chat, using
ByteDance’s Seedream model, and handles Chinese text
in images well. Jimeng (即梦) gives you more control for
professional work, and Qwen is strong at edits.
ByteDance’s Seedream model, and handles Chinese text
in images well. Jimeng (即梦) gives you more control for
professional work, and Qwen is strong at edits.
118
Creating with Jimeng 即梦
119
What is Jimeng 什么是即梦
Jimeng, from ByteDance, is an image-creating tool that can
create beautiful, photorealistic images of things that don’t
exist. This includes people, animals and objects.
create beautiful, photorealistic images of things that don’t
exist. This includes people, animals and objects.
120
Jimeng Limitations 即梦的局限
Jimeng is good with Chinese text but still makes mistakes
with long text, and is not reliable at real places.
with long text, and is not reliable at real places.
121
Jimeng Benefits 即梦的优势
Jimeng knows cameras, photo styles, and artistic
styles, and works in English or Chinese.
styles, and works in English or Chinese.
122
Jimeng Prompting 即梦提示词
Open up DeepSeek and make a new chat.
Write the following:
“Please create ten Jimeng prompts of <a thing>, in a
<style> with <this lighting> shot on <this camera> with
<this lens>, 16:9 ratio”
“Please create ten Jimeng prompts of <a thing>, in a
<style> with <this lighting> shot on <this camera> with
<this lens>, 16:9 ratio”
Please create ten Jimeng prompts of macro shots of the Bund, in a photorealistic style,
at sunset, shot on Arri Alexa camera with appropriate Cooke S4 lenses, 16:9 ratio
at sunset, shot on Arri Alexa camera with appropriate Cooke S4 lenses, 16:9 ratio
Please create ten Jimeng prompts of wide shots of West Lake, in a photorealistic style,
at sunset, shot on DJI Inspire 3 drone with Zenmuse lenses, 16:9 ratio
at sunset, shot on DJI Inspire 3 drone with Zenmuse lenses, 16:9 ratio
123
AI image tools regularly fails when creating Text
124
Check skylines, make sure they’re correct
126
Editing images with Doubao and Qwen
用豆包和千问编辑图片
用豆包和千问编辑图片
127
Editing by conversation 对话式编辑
Doubao and Qwen can edit a photo you upload: describe
the change and they keep the rest. Jimeng’s reference
image mode does the same for professional work.
the change and they keep the rest. Jimeng’s reference
image mode does the same for professional work.
128
Benefits of conversational editing 对话式编辑的优势
These tools can do edits on real images, add
realistic detail to images, and do perfect lighting
changes.
It can also take assets and add them to scenes.
129
Image Restoration 老照片修复
Doubao and Qwen can
restore images -
just make sure you get a high-quality version to begin with.
130
Product shots
产品图
Original shot
“Make it a product shot”
“Put it in a kitchen”
131
Lighting Changes 光线调整
Original shot
“Make it at sunset”
132
Virtual try-on 虚拟试穿
Original shot
“Put him in a
Superman suit”
“Put him in the sky”
133
Creating with Video Models 用视频模型创作
134
Jimeng · Kling 即梦 · 可灵
There are multiple AI video models available in China.
Jimeng (即梦) and Kling (可灵) give you the strongest, with
free daily credits to start.
Jimeng (即梦) and Kling (可灵) give you the strongest, with
free daily credits to start.
Mastering AI Tools — www.rupertchesman.com
The Quality Leaders 质量领先者
The models producing the most impressive results right now:
Hailuo 海螺
Expressive motion
• Natural, expressive motion
• Strong with people
and faces
and faces
• Fast, low-cost clips
• Free daily credits
Vidu 生数
Consistent characters
• Keeps characters consistent
• Reference-to-video
• Good for animation
• From Shengshu AI
Kling 3.0
Speed + quality balance
• Kling 3.0 Omni adds native
audio
• Strong motion realism
• Motion Control for
precision
• Fast generation times
Seedance 2.5
ByteDance flagship
• Exceptional scene
coherence
• Strong camera movement
control
• In Jimeng and Doubao
• Ideal for storytelling clips
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Cutaway Creator 插入镜头生成器
You can use Jimeng or Doubao to create cutaways, or
you can vibe code a cutaway creator like mine.
137
What are you going to create today? 今天你要创作什么?
138
Lesson 7 - Live Demo of Creating something awesome
第7课:现场演示,创作精彩作品
What we
Learnt in Lesson 6
第6课回顾
HOW to create & edit
images using Doubao and Qwen
LOTS
of use cases of
image editing
HOW
to create video content using
Jimeng, Kling and video models
HOW to create images using
Doubao
What we’re
Learning Today
HOW to practically use AI
tools to create something
real
今日学习内容
AI in
Production AI在制作中的应用
142
AI has many practical uses in video production.
Let’s go into some of the actual uses now.
143
Content Checking 内容检查
Open up Qwen (千问), make a new chat, and upload
something that needs checking.
something that needs checking.
Write the following:
“Please check the attached video for content errors”
144
Press Releases 新闻稿
Open up DeepSeek or Doubao and make a new
chat.
chat.
Write the following:
“Please create a press release for this event, based on
the attached transcription”
145
Douyin & WeChat Channels descriptions 抖音与视频号文案
Open up Doubao or DeepSeek and make a new
chat.
chat.
Write the following:
“Please create a Douyin and WeChat Channels description
for this event, based on the attached transcription”
“Please create a Douyin and WeChat Channels description
for this event, based on the attached transcription”
146
Organising Shots 整理素材
Open Coze Space (扣子空间) and upload the folder.
Write the following:
“Please organise this folder into individual folders for
each section of the event”
Creating a
Brand Video 制作品牌视频
Creating a
Music Video 制作音乐视频
0
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Lesson 8
Putting it all together and
growing 第8课:融会贯通,持续成长
What we
Learnt in Lesson 7
第7课回顾
HOW to create a whole
video using AI
PRACTICAL use cases of AI
What we’re
Learning Today
今日学习内容
HOW to teach AI to other
people
HOW to proactively use AI in
your work
Incorporating AI 将AI融入工作
153
Incorporating AI 将AI融入工作
Right now
Use WPS AI or Feishu with your files, see what it can do.
Make presentations with Kimi or WPS AI.
Use WPS AI or Feishu with your files, see what it can do.
Make presentations with Kimi or WPS AI.
When you can
Try out Coze Space for a month
Try out Coze Space for a month
In the future
Play with AI tools like your career depends on it
Teaching AI 教别人用AI
155
Teaching AI 教别人用AI
You have five minutes to get your colleagues at least a
little bit interested in AI and how it’s going. What do you
say?
156
Teaching AI 教别人用AI
When I have just a few minutes with a friend over coffee,
I start with Act-Explain-Please. It’s a simple, easy-to-
understand framework that can really get people on the
first rung of the ladder using AI tools, and works with all
of them.
Explain that it’s not just a search engine, it’s an intelligence,
and you need to prompt it that way.
157
Dealing with Anger 应对抵触情绪
AI causes a lot of people to be frustrated and angry.
I’ve found it’s important to be cooperative, acknowledge
people’s frustrations, and then show them something
you’ve created.
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Water 用水问题
Water is a big emotive issue for people - the feeling
that AI has been created in water-stressed areas and is
a huge waste of water for people making AI-generated
cat videos.
Data centres don’t ‘use’ water particularly, they
recycle most of it, with some lost to evaporation. When
they are first started, they take a similar amount to a
football stadium. It’s a very minimal amount compared
to agriculture and heavy industry.
159
Water 用水问题
If someone goes off about Water, it’s best to tell them the
real environmental issue is about Electricity. Water is
borderline false flag.
160
Copyright 版权
“AI is just stealing and plagiarism” is another common
theme. As you saw in our earlier lesson, synthetic data
is replacing most of the human-generated data, and it’s
becoming less and less of an issue.
It is extremely unlikely you will change anyone’s mind
on this one.
Homework 课后作业
162
AI is changing constantly. New versions of DeepSeek, Qwen,
Kimi and Doubao arrive every few weeks.
Kimi and Doubao arrive every few weeks.
How do you keep up?
163
Have fun with AI tools, and learn from people who you find
interesting.
Follow 机器之心, 量子位 and 新智元 on WeChat, and AI
creators on Bilibili.
creators on Bilibili.
Join WaytoAGI (通往AGI之路) and follow the official
accounts of your favourite apps.
accounts of your favourite apps.
Find Your People 找到你的学习圈子
164
Have fun, push everything, and experiment
165
There is currently no indication that AI progress
is slowing down.
Questions 问答
167
©Rupert Chesman 2026