Joined November 2010
- Tweets 2,074
- Following 324
- Followers 968
- Likes 1,934
244 Photos and videos
Jun 6
The ceiling of an AI Agent is not only defined by the model itself, but by the knowledge system behind it.
Without structured knowledge, an agent can only respond in the moment.
With an evolving knowledge system, it can understand context, accumulate experience, and make more reliable decisions.
The next generation of AI Agents will not just use tools they will need their own Knowledge Evolution Engine.
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May 26
Init this to public, llm-kg (knowledge graph)
github.com/jamessfbay/LLM-KG
May 14
I Building an LLM Knowledge Graph.
An LLM Wiki is great for organizing knowledge into readable documents — useful for both humans and AI.
But the next step is turning it into an LLM Knowledge Graph: connecting concepts, relationships, sources, evidence, and reasoning paths.
This helps LLMs move beyond simply “reading documents” toward understanding how knowledge is connected, where it comes from, and how it can be used for retrieval, reasoning, and decision-making.
From LLM Wiki → LLM Knowledge Graph:
not just storing information, but turning knowledge into a structured cognitive network that AI can query, reason over, and build with.
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May 22
😄 i think not a mask. actually it's just multi light shadow in the Studio
It’s NOT a mask and Vice Admiral Robert Harward says he will prove it to me live on @RealAmVoice tonight 7pm! Can’t wait to talk to you Admiral!
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May 21
Meta employees laid off and now.
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May 21
The current U.S. economic environment
Persistent inflation
AI-driven investment support
A prolonged high interest rate environment
In the short term, markets are likely to react quickly to:
CPI data
PCE inflation
Treasury yields
Federal Reserve speeches
Oil prices
Employment data
AI-related earnings
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May 20
They will take 2%. First, estimate what the valuation for your next funding round is expected to be, then give a discount to the token's value. This allows you to perform the necessary calculations. In my opinion, a valuation of under $30 million for the next round is a opportunity, exceeding $50 million not good.
What would you guys do if you were in the batch ? 👀
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May 15
The fact that @OpenAI GPT wants AI to manage my personal finances makes me a bit uneasy.
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May 14
I Building an LLM Knowledge Graph.
An LLM Wiki is great for organizing knowledge into readable documents — useful for both humans and AI.
But the next step is turning it into an LLM Knowledge Graph: connecting concepts, relationships, sources, evidence, and reasoning paths.
This helps LLMs move beyond simply “reading documents” toward understanding how knowledge is connected, where it comes from, and how it can be used for retrieval, reasoning, and decision-making.
From LLM Wiki → LLM Knowledge Graph:
not just storing information, but turning knowledge into a structured cognitive network that AI can query, reason over, and build with.
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Apr 22
meta version vs India version
Apr 21
Mark Zuckerberg and Meta Platforms $META just sent a memo to employees saying
Meta Platforms is installing a new tracking software on the computers of all employees in the United States 🇺🇸 so it can train its AI
Meta said the tracking tool will run on a list of work-related apps and websites
The tool will capture stuff like mouse movements, keystrokes and screenshots of what the employees are seeing on their screens - Reuters
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James wen retweeted
Apr 15
Open source AI music is actually good now 🔥
Made a free demo for ACE-Step 1.5: describe any song, get it back in seconds ⤵️
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Apr 10
Everyone is building an agent memory system now. GBrain the performance is average, comfortable for personal use.
If you want your OpenClaw or Hermes Agent to be able to have perfect total recall of all 10,000 markdown files, GBrain is here to help.
It's exactly my OpenClaw/Hermes Agent setup. MIT-licensed open source. Hope it helps you build your mini-AGI.
github.com/garrytan/gbrain
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Apr 8
the awesome real AI content.
Apr 8
I built an AI Influencer automation in Arcads
... that Automatically Create UGC Videos while you sleep
Comment “UGC” and I’ll send you the full workflow 👀
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Apr 8
Actually, I finished this last year using Veo. they use a workflow.
x.com/Jamessfbay/status/1961…
30 Aug 2025
Funny! AI generate AI now.
Using #google #aistudio Build app so chill.
I just told it to create an app that uses a main character and multiple items to generate product introductions.
It quickly generated app use #nanobanana and #veo3
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James wen retweeted
Apr 7
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Mar 31
Here you are Claude Code ban rules
bytedance.larkoffice.com/doc…
Mar 31
刚从国内回来,
两周完美链接claude 没有被封
看来可以写个教程了, 有人看不
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