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HOTAI NEWS ·
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AI news, Chinese discussions, new GitHub projects and real experience —
find the signals and opportunities worth following.
Latest SignalsLoading AI newsExplore opportunities ↗
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01AI NewsAI news from around the world.↗
02AI DiscussionsPopular posts and views from the Chinese AI community on X.↗
03AI Open SourceNew repositories, breakout projects and rising Stars.↗
04AI OpportunitiesFresh opportunities and real project stories.↗
05AI ToolsTry these open-source utilities right away.↗
01 / AI News
The latest news worth your time.
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02 / AI DiscussionsPrevious calendar day · Beijing time
Chinese AI discussions,
what came up yesterday?？
Every hot post should return to the original thread to verify the author, time, and visible interactions. Today's morning briefing has not yet been integrated; the page displays its status accurately.
Explore AI DiscussionsREPORT STATUSNot available yetWaiting for today’s briefing
ORIGINAL POST FIRSTAUTHOR / TIME / EVIDENCENO FILLER
03 / AI Open Source
GitHub projects worth exploring.
Using yesterday's star increase as the core, distinguish between new warehouses, explosive growth, and sustained strength.
Yesterday’s trends are awaiting an update.
Showing the latest available digest. It will refresh when a new issue is ready.
Choosing open source tools? Read our analysis
04 / AI Opportunities
Turn opportunities into practical ideas.
Read the context, approach and results of a project to see if it fits you.
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Complete a coding task with AI ↗Build a knowledge base with verifiable sources ↗Extract and process information from images ↗
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Less noise,better decisions.
AI News.
The latest AI news, ordered by when it was collected. Original publication times and summaries are included when available.
News is not available yet.
AI Discussions.
Return to the original X post to see what the Chinese AI community really discussed yesterday. Statistics are based on the previous natural day in Beijing Time, including only content where the original post and publication time can be verified.
NO VERIFIED ISSUE YETToday's briefing
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01 / Source Links02 / Beijing Time03 / Verifiable Engagement
AI Open Source.
Yesterday's trends are sorted by newly added Stars; yesterday's new warehouses, one-week candidates, and the AI overall list display current Stars. All columns only accept AI-related repositories.
Yesterday’s trends are awaiting an update.
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Everyday Tools
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02 / Text
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03 / Image conversion
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04 / Documents
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05 / Writing & Layout
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06 / Images
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07 / Documents
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08 / Images
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09 / Everyday Tools
QR Code Generator & Reader
Create a QR code from text or a link, or read the content of a QR code image.
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10 / Images
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11 / Text
Text Cleaner
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AI Opportunities.
First identify noteworthy opportunity leads, then read real case studies’ conditions, methods, and results.
NEW SIGNALS / Opportunities
Opportunities.
Includes regular posts and short posts from the last 30 days. Click to read summaries consistent with WeChat notifications; for full content, please view the original post.
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CASE NOTES / Stories
Case Studies.
For organized project experiences and authors' self-reported achievements, click to view the brief summary first.
After over a decade in ToB services, how a boss starts offering enterprise AI services
The author ran a one-month pilot to let clients verify value first, with an agreement stipulating a 50,000 yuan Token prepayment.
Review the results before exploring further
An Yu Ning, with years of experience in enterprise services, began exploring the delivery of AI agents to clients. The original post mentions a pilot agreement: serve for one month, with the client pre-paying 50,000 yuan for Token consumption. During this period, agents are created for the client's use, and after the term ends, the decision to continue cooperation is made. This is the author's self-described pilot arrangement; the 50,000 yuan represents the Token budget, not project profit.
Our Take
Three things to consider about this case
- Why it matters
- First, agree on a one-month pilot period. This case study is worth reading because it transforms vague AI requirements into verifiable service scopes.
- Who it suits
- Best suited for service providers who already have existing enterprise client relationships and understand their business processes.
- What to check first
- The 50,000 yuan figure represents a token prepayment budget, not project revenue; the focus should be on pilot objectives and renewal conditions.
- Who it suits
- Independent developers and those needing to improve workflows
- What to try first
- Select a small task with clear boundaries and create a minimum viable version that can be handed over for others to try.
- What to measure
- Record task completion rate, number of manual corrections, and whether users reuse the service.
What does the original post cover?
- Why are enterprise clients willing to start with a one-month pilot?
- How to define work scope and future cooperation during the pilot phase?
- How Can Clients Determine Whether an Agent Is Worth Further Investment?
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