Jason Zhou @jasonzhou1993 Twitter profile

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Jason Zhou

@jasonzhou1993

8 months

AI research agents 3.0 - I built a team of AI agents via @pyautogen , They can read/write airtable data, generate high quality research & verify each other's work

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Jason Zhou

@jasonzhou1993

9 months

Quick GPT4V + TTS demo to automatically generate product walk through voice over video from screen recording. Github link:

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Jason Zhou

@jasonzhou1993

5 months

I built an AI sales that do Cold Call & Whatsapp followup - powered by @GroqInc , @Vapi_AI & @RelevanceAI_ This AI Sales can: 1. Outreach people on whatsapp 2. Make phone call to follow up 3. Take actions in CRM based on call transcript Thread about how i built it 🧵

Relevance AI

@RelevanceAI_

5 months

@jasonzhou1993 , a.k.a YouTube tech wizard AI Jason has just dropped a mind-blowing video showcasing his latest creation with Relevance, @Vapi_AI and @GroqInc : a real-time, multi channel AI voice sales agent. 🗣️ This isn't your run-of-the-mill chatbot. Jason has ingeniously fused

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Jason Zhou

@jasonzhou1993

7 months

Sam altman revealed key aspects of GPT5 At @ycombinator W24 kickoff, @sama suggested startups build w/ the mindset GPT-5 and AGI will be achieved "relatively soon"; But what does GPT5 actually gonna look like? In an interview with @BillGates , Sam revealed some key milestones

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Jason Zhou

@jasonzhou1993

3 months

Can you imagine how powerful an AI Agent with long term memory will be? What if AI Agents can keep learning and improving its workflow and skills through external feedback? And they can retrieve the information whenever needed from its database. We can train agents to develop

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Jason Zhou

@jasonzhou1993

1 year

Referral/affiliate marketing is a hugely underutilized growth channel in web3 It generated: - 30% of volume for Lido - $11B trading volume for GMX I analyzed 6 web3 projects to try to understand how BIG this could be. Here's the data I collected 🧵

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Jason Zhou

@jasonzhou1993

5 months

Build a real time AI Conversation Co-pilot run on your iPhone with 0-latency? 1 year ago, building an AI listens to conversation & generate real time response is almost impossible But the model speed has shifted dramatically past few month... 👇🎥

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Jason Zhou

@jasonzhou1993

2 months

I'm building a web scraper agent where you can: - Give it a list of websites + data points you want to extract from each website, and it will do the work for you - e.g. Give it list of B2B Sass companies, and extract all case studies on their website, OR find specific info like

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Jason Zhou

@jasonzhou1993

2 years

Just got my first cow! @UdderChaosSOL is one of the communities that has highest organic engagement, so happy to be part of the group ❤️

Udder Chaos

@UdderChaosSOL

2 years

Airdrop incoming! Any cow that is staked has a chance to get an airdrop. To increase your chances pick up some more cows from @MagicEden and then head over to our staking site and stake your cows. Only 1,000 airdrops available

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Jason Zhou

@jasonzhou1993

1 year

Excited to join @Safaryclub batch5 🦁🔥 Super impressed by the quality of the community, and can't wait to jam with web3 growth leaders from dYdX, Zerion, Arbitrum and more!

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Jason Zhou

@jasonzhou1993

5 months

@OpenAI unveiled more details about Sora in an interview: - Sora will be released within 2024 - Instead of hours, Mira mentioned it takes a few mins to generate a 20 sec 720p video - The biggest challenge of AI generated video is consistency between frames, and that's what

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Jason Zhou

@jasonzhou1993

3 months

FireCrawl is totally leveling up the RAG game, have all your data unified in clean Markdown is big Thanks for the shout out! @mendableai

Mendable

@mendableai

3 months

@jasonzhou1993 Just released an awesome video on Local Agentic RAG w/ llama3 🦙 It covers how you can build a reliable and accurate RAG system with Firecrawl 🔥, @llama_index and @LangChainAI Go watch it 👇

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Jason Zhou

@jasonzhou1993

1 month

Looking for a developer to build a research agent with me, ideally someone who is: - full stack - move fast - passion about AI DM me if you have good recommendation!

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Jason Zhou

@jasonzhou1993

1 year

There is a hugely underutilized growth strategy in web3 When I was working at Safetyculture, it led to millions of organic traffic every month I saw the same thing adopted by web3 projects like Dune analytics. Here is the unpack 🧵

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Jason Zhou

@jasonzhou1993

6 months

How to reduce LLM cost by 78%+? For AI builders, LLM is a variable cost that you can’t ignore. Sometimes, it can even decide if a product can be successful. I tried to launch an AI product with free trail, and it almost destroyed my balance sheet, here are my hard learnings…

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Jason Zhou

@jasonzhou1993

5 months

I’m looking for a talent to help edit videos & grow AI Jason channel with me together, who are: 1. A killer video editor, producing fast-paced no bullshit videos. 2. Super passionate about AI Think this is you? Or know someone perfect for this? Please DM me!

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Jason Zhou

@jasonzhou1993

5 months

Many people didn't realise that @GroqInc LPU is not only good for LLM inference, but also img processing This is a demo where they processed 8 img in 0.18 seconds

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Jason Zhou

@jasonzhou1993

2 years

"Would a referral program work for my web3 project?" Many web3 founders thought about this, but don't have a clear answer. Analyzed 7 web3 projects' referral program & their results, read this til the end... 🧵

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Jason Zhou

@jasonzhou1993

4 months

👀 Apple is developing Multimodal LLM (Ferret-UI) that can understand & perform mobile tasks Paper:

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Jason Zhou

@jasonzhou1993

6 months

ReAct Agent framework is outdated, welcome LLMComplier? ReAct has been the most popular Agent planning framework, where agent follows Thought-Action-Observation structure; However, the limitation is that the agent can only action on the very next step, which is inefficient &

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Jason Zhou

@jasonzhou1993

2 years

Had a great chat with @25simon10 & @unipacshakur from @polychainmon about @qwestive on community building & growth, lots learnings and new ideas 🧠 Super bullish on #exomon , can't wait for the game release!

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Jason Zhou

@jasonzhou1993

7 months

SEO is outdated; it's time for GEO now. As LLM-powered search engines like Perplexity, Bard, and Bing gain more adoption, users are relying more on direct generated answers from LLMs instead of search result rankings. This poses new challenges & opportunities – how should you

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Jason Zhou

@jasonzhou1993

11 months

Don’t try to build a product that will be used by one million users at the beginning, Focus on serving 10 users really really well until they can’t live without your product

Mike McGuiness

@mikemcg0

11 months

Q: How do you design an amazing user experience? In the clip below, Airbnb co-founder and CEO Brian Chesky explains that one route to a great UX and word-of-mouth growth is designing the perfect experience for one person: “How do you make something for a million people? I don’t

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Jason Zhou

@jasonzhou1993

2 years

gm! @thedogecapital

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Jason Zhou

@jasonzhou1993

11 months

Future of infinite product growth experiments: 1. PM agent generates & prioritises growth experiments ideas 2. CODE agent implements 3. BA agent monitor result, validate learnings 4. PM agent reprioritise based on learnings -> continue

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Jason Zhou

@jasonzhou1993

5 months

Speed comparison between chatGPT vs Groq 🤯 Groq is so freaking fast, 453 token/s This speed can unlock many real time use case, can't wait to try out the API

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Jason Zhou

@jasonzhou1993

6 months

GPT5 unlocks LLM System2 Thinking? For human, problems often occur when we try to solve System 2 level complex problem, with System 1 fast, intuitive answer However this is exact the state of LLM now, there is no difference between answer 1+1 VS Complex math equation; All it

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Jason Zhou

@jasonzhou1993

5 months

The "weaknesses" section of Sora gave me lots of fun; Didn't realise Sora is not just video generation, but simulation of the physics, this itself has lots of implications Here is "Basketball through hoop then explodes."

OpenAI

@OpenAI

6 months

Introducing Sora, our text-to-video model. Sora can create videos of up to 60 seconds featuring highly detailed scenes, complex camera motion, and multiple characters with vibrant emotions. Prompt: “Beautiful, snowy

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Jason Zhou

@jasonzhou1993

5 months

I cant believe it took me 1 hour to figure out how to call external API from @salesforce How could developers at salesforce sleep at night shipping such unnecessarily complex system? 😤

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Jason Zhou

@jasonzhou1993

11 months

Great example of utilising multi agent framework to build a content generation team via chatdev & langchain!

Ali Madad

@amadad

11 months

One step closer to the AI Agent-cy. This workflow is a working mod and implementation of #ChatDev incorporating @jasonzhou1993 's Research Agent 2.0 on the frontend—so the process starts with live web search, and is not confined to a training cutoff.

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Jason Zhou

@jasonzhou1993

4 months

@Vapi_AI is the best Voice AI platform with lowest latency I’ve tried so far, and it works with @GroqInc If you want to build real time conversation AI, definitely recommend, I got a tutorial here:

INSANELY Fast AI Cold Call Agent- built w/ Groq

What exactly is Groq LPU? I will take you through a real example of building a real time AI cold call agent with the speed of Groq🔗 Links- Follow me on twit...

www.youtube.com

Vapi

@Vapi_AI

4 months

We’re the founders of Vapi. We're building Voice AI Infrastructure for the Internet. Build, test and deploy voicebots in minutes rather than months. Here's our story 🧵👇

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Jason Zhou

@jasonzhou1993

6 months

Why is so hard to build web & mobile agent? As device like Rabbit R1 became popular, mobile & web agent is under spotlight; They are type of agent that can directly view & operate your computer & mobile phone by simulating human interactions, powered by multimodal models Model

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Jason Zhou

@jasonzhou1993

9 months

What made a new agent framework popular? 1. Langchain - enable easy retrieval use case 2. Autogpt - enable fully autonomous agent 3. Autogen - enable multi agent collab None of those framework are the first to introduce the concept, but they made development work easier

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Jason Zhou

@jasonzhou1993

1 year

6 reasons why I believe web3 affiliate marketing will be bigger than web2: 1/ Higher margin: Digital goods (NFT) has a much higher margin than physical goods (Clothes) to incentivise affiliates 2/ Web3 projects have a community of believers who skin in the game. 👇

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Jason Zhou

@jasonzhou1993

1 year

One of the biggest unconventional learnings I got past month: "Majority of No code platform users are actually people who knows how to code" Because the real hurdle for non technical people is not about coding syntax but the way of problem solving in machine

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Jason Zhou

@jasonzhou1993

2 years

Just had a chat with @ZooniesXYZ about @qwestive , the first @solana NFT project as @opensea launchpad partner. Very talented team with clear articulation of their thoughts & vision. Very bullish on them.

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Jason Zhou

@jasonzhou1993

4 months

Any AI Agent Builders in Singapore?! 🇸🇬 🤖 I will be in Singapore next week for a meetup, where I gonna share first hand real world AI Agents use case & learnings! RSVP open for the next 48 hours:

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Jason Zhou

@jasonzhou1993

5 months

Can someone explain to me why Sora is so much better than the rest of text to video models? Is it because of training dataset size?

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Jason Zhou

@jasonzhou1993

2 years

So excited to join @BinanceLabs incubation! Thank you for the opportunity, let's #BUIDL the future together! congrats @NuLink_ @starton_io @OpenLeverage @CODAVEN @AlterVerseGame @MyCoralApp @gamicguild @ChapterX_world @playbuxco @Ambrosia_fi @0xfilswan Grindery ReveelMusic

Qwestive 📊

@qwestive

2 years

🤩We’re excited to announce that we are joining @BinanceLabs Incubation Program! Qwestive, the Web3 CRM (Community Relationship Management) platform, is coming soon. We help token communities retain and grow their user base. More details: #BNB #Qwestive

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Jason Zhou

@jasonzhou1993

7 months

Question for AI builders: Assuming GPT5 - Achieved superior AGI reasoning ability - No hallucination - Connect to external data source easily - Can be customised & personalised What are the core value AI startups should be focusing on for building AI agents?

Jason Zhou

@jasonzhou1993

7 months

Sam altman revealed key aspects of GPT5 At @ycombinator W24 kickoff, @sama suggested startups build w/ the mindset GPT-5 and AGI will be achieved "relatively soon"; But what does GPT5 actually gonna look like? In an interview with @BillGates , Sam revealed some key milestones

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Jason Zhou

@jasonzhou1993

1 year

A startup doesn't die when it runs out of money, it dies when the founders don't believe in the future of the company.

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Jason Zhou

@jasonzhou1993

2 years

2/ @RangoExchange has a simple referral program launched in Aug 2021: - Rango received $1+ Billion trading volume from this referral program during the bull run - It was launched together with a trading competition, which strength the result

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Jason Zhou

@jasonzhou1993

2 years

I talked to 100+ NFT projects, and @dskullys teams are amongst most open minded & creative people. Really excited about the upcoming roadmaps! #Skullish #DisarticulatedTuesday

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Jason Zhou

@jasonzhou1993

1 year

What’s the best “chat with CSV” solution you’ve seen? Tried vector retriever, python REPL, pandaai; None of them works perfectly 🤔

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Jason Zhou

@jasonzhou1993

1 year

My mom called me 3 times past 12 month: May 2022 for Luna crash Nov 2022 for FTX Mar 2023 for SVB Every time she thought it will be the end for crypto and suggested I go find a normal job. But boy, I’m more bullish than ever now about Defi & Crypto.

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Jason Zhou

@jasonzhou1993

1 year

Who are the best product designers you know in Web3/crypto?

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Jason Zhou

@jasonzhou1993

11 months

chatGPT helps me stay objective & resolve conflicts; Now everytime when I have an argument with others, I put the discussion in chatGPT and let it help me see both sides; Having an objective 3rd party always available is so useful

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Jason Zhou

@jasonzhou1993

7 months

OpenVoice: Instant Zero-shot voice cloning with accurate tone voice It requires only a short audio clip from the reference speaker to replicate their voice & generate speech in multiple languages; 1. Accurate Tone Color Cloning. OpenVoice can accurately clone the reference tone

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Jason Zhou

@jasonzhou1993

11 months

In the age of LLM, You can create a valuable Sass if you have: 1. Curated niche dataset - doesn’t even need to be proprietary data, even handpick high quality public data provides value 2. A series of good prompt that articulate your domain workflow This is a good example

Anil Chandra Naidu Matcha

@matchaman11

11 months

SEC Insights AI is live on Producthunt 🥳🥳 Currently trending at #1 Powered by @llama_index by @jerryjliu0 Analyze complex financial documents in seconds Link to launch post below

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Jason Zhou

@jasonzhou1993

5 months

There are lots of tricks to reduce latency & having a co-pilot with 'real time' UX Here are 6 methods I tried:

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Jason Zhou

@jasonzhou1993

2 years

Just joined @withBackdrop and made my first post, it is super valuable to have a curated space where you can get valuable advice & connections with web3 professionals.

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Jason Zhou

@jasonzhou1993

9 months

Made a full video tutorial if you wanna dive deeper

How to use New OpenAI DevDay features - GPT4V x TTS demo tutorial

Learn how to use the latest OpenAI DevDay GPT4V x TTS model to turn videos into voice over; Step by step code tutorial🔗 Links- Follow me on twitter: https:/...

www.youtube.com

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Jason Zhou

@jasonzhou1993

5 months

1 Million context window is wild 🤯 8 month ago - the state of art LLM GPT4 context window was 4,096 ~250x increase

Jeff Dean (@🏡)

@JeffDean

6 months

Gemini 1.5 Pro - A highly capable multimodal model with a 10M token context length Today we are releasing the first demonstrations of the capabilities of the Gemini 1.5 series, with the Gemini 1.5 Pro model. One of the key differentiators of this model is its incredibly long

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Jason Zhou

@jasonzhou1993

11 months

Two big problems I faced building AI agents, how to get agents to: 1. Knows its limit and ask me for input 2. Follow my tool usage instruction Anyone have good solution?

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Jason Zhou

@jasonzhou1993

8 months

You can watch the full tutorial & github link here:

Research agents 3.0 - Crafters.ai | Find best tools for AI developers

Autogen + GPT assistants

www.crafters.ai

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Jason Zhou

@jasonzhou1993

2 years

Back at @juiceboxETH town hall meeting again, and I'm mind blown by how much good stuff happening in just 1 week. 12 months ago, I worked in "DAO" for the first time as a product designer. 🧵 I learned so much, and here was my notes from working in Juicebox:

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Jason Zhou

@jasonzhou1993

7 months

Will 2024 has chatGPT moment of Robotic AI? OpenAI invested $ millions in Robots, and Industry leaders @DrJimFan @adcock_brett all shorten the timeline prediction of when Human Robots will take off to next 12~36 month One of the biggest evolution that pushed us towards the

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Jason Zhou

@jasonzhou1993

1 year

The programmatic display ad is a $400 Billion industry to be disrupted by web3 Why? Web3-enabled ads can provide a much better experience for both advertisers & consumers Here is how... 🧵

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Jason Zhou

@jasonzhou1993

8 months

Stable-video-diffusion to bring memes alive

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Jason Zhou

@jasonzhou1993

2 years

Wohho 🙌 so stoked to be part of Qwestive Glad to be on the journey with you guys @themetadiego @SeanCryptoVerse @jinspe Thanks for the opportunity @encodeclub and @BitDAO_Official , and awesome work managing the event and preparing the teams @cryptointon !

Qwestive 📊

@qwestive

2 years

Thank you @encodeclub and @BitDAO_Official for the opportunity! Congrats to all the winners Marbel, @EtherScore , anyDAO, Omnichain Governance, @Tanusree_Sharma , Tribunal, @RainbowDAOio , @BallStreetCards , @brickdao3 , The Fledge DAO, insurDAO! Great projects! #Web3 , #DAOs

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Jason Zhou

@jasonzhou1993

7 months

Is it ever worth training your own domain LLM? GPT4 is beating domain specific model like Bloomberg GPT in financial text analysis Last year, Bloomberg spent $3m & introduced its own 50-billion parameter LLM, specifically trained on a wide range of financial data to support a

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Jason Zhou

@jasonzhou1993

1 year

"What types of Dapps are generating revenue?" In the past 30 days, 23 Dapps collected $1+ Million fee on chain based on token terminal data 🧵

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Jason Zhou

@jasonzhou1993

5 months

Lots of discussion around how Sora is not just a text-to-video model but a physic engine or simulation of the real world; @runwayml actually brought up similar concept Dec 2023, with a video explaining their General World Model concept, which is an appealing future; By feeding

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Jason Zhou

@jasonzhou1993

5 months

Small model running directly on mobile device is gonna be one of the biggest trend 2024 Tried running whisperKit from @argmaxinc on my phone was mind blowing, the ability to process real time data with low latency just provides such better UX This means 2 things: 1. Mobile

argmax

@argmaxinc

6 months

Today's WhisperKit v0.2 release supports watchOS! Link in🧵

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Jason Zhou

@jasonzhou1993

2 months

The UX of co-pilot agent seems to converge: - Chat interface to give feedback & update - Task list to align on priority - Specialised tools to operate mission critical systems (e.g. Code, Browser, File editor, etc.)

Scott Stevenson

@scottastevenson

2 months

Devin for Legal is coming This is the first sneak peak of Spellbook's agent It reviews a VC term sheet and starts editing a set of financing documents It's not perfect yet. But it's improving quickly. Agents are about to leap from their GPT2 era to their ChatGPT era.

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Jason Zhou

@jasonzhou1993

7 months

More about GPT5 reasoning ability: "At minimum, We need some sort of adaptive compute, right now we spend the same amount of compute on each token for both simple/dump question and figuring out complex math question;" Likely GPT5 will develop system 2 thinking, and auto switch

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Jason Zhou

@jasonzhou1993

3 months

Here's a 3 min tutorial, using Autogen: Full video tutorial:

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Jason Zhou

@jasonzhou1993

8 months

“Action produces information” - Coinbase CEO Amsterdam When decisions have multiple options with no clear winner & mixed pro and cons, Just flip a coin and move on. Insights generated from actions are more value than insights from analysis

Action Produces Information

Why we need to be careful when using frameworks from the field of judgment and decision making.

commoncog.com

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Jason Zhou

@jasonzhou1993

7 months

Bytedance’s new Multi-modal model can capture more media details than GPT4V? Existing multi-modal models are good at getting big pictures while handling pictures, sound, text etc., but sometimes overlooking important tiny details, which will limit their capabilities in

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Jason Zhou

@jasonzhou1993

5 months

But most important thing is what kind of use cases AI developer can unlock; I've been thinking about this a lot, and this is where i came up with the idea of fully autonomous AI sales that can do multi-channel communication (Including phone call!) Full tutorial in this video:

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Jason Zhou

@jasonzhou1993

2 years

Could programmatic advertising be the real next use case for web3? Wallet data provides advertisers with hyper-segmentation, also enable new UX for end users Let's dive in... 🧵

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Jason Zhou

@jasonzhou1993

8 months

This wearable AI is sick The fact that it shows a gallery of what I "see" through out the day is quite amazing Wondering what is the cost per day at the moment?

Nik Shevchenko

@kodjima33

8 months

If you are wondering what I've been working on after selling my company: Meet Jetson - the world’s first wearable assistant that remembers everything you saw 🤹‍♂️ Does everything that other AI-wearables do 📷 10x more useful because records not just audio, but also video while

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Jason Zhou

@jasonzhou1993

8 months

Can Seamless outperform $700/hr simultaneous interpreters? Meta just released 3 revolutionising models

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Jason Zhou

@jasonzhou1993

6 months

The current challenge in LLMs training? it's constrained by the limited size and quality of human feedback. Standard methods like Reinforcement Learning from Human Feedback (RLHF) rely on this feedback to create a fixed 'reward model' that guides LLM learning. However, this

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Jason Zhou

@jasonzhou1993

2 years

#web1 : give consumer access to information that was exclusive to few brands #web2 : allow consumers to yell at brands & public if I don’t like you #web3 : enable consumers to influence brands’ decision & co-create, co-own the IP 👇

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Jason Zhou

@jasonzhou1993

1 year

@sam_sends @Sara_JPhillips @glassprotocol Super interesting, is the revenue through NFT sales on glass protocol?

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Jason Zhou

@jasonzhou1993

8 months

How you do one thing is how you do everything

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Jason Zhou

@jasonzhou1993

2 years

One big challenge I had in startup sales: I got customers excited and commit to use the product when demoing them initially, but 2 months later, after the product is ready, their priorities shift. Sales is way ahead of the product. Anyone else has the same issue?

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Jason Zhou

@jasonzhou1993

1 year

Have any web3 projects tried "retargeting"? Met an ad network that drove $4+ Billion volume to CEXs via displaying ads to people who land on CEX website but didn't complete signup The same technique should work for top Defi protocol too, I'm gonna try it out.

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Jason Zhou

@jasonzhou1993

5 months

If you want to learn step by step, check out the video here:

Real time AI Conversation Co-pilot on your phone, Crazy or Creepy?

I built a conversation AI Co-pilot on iPhone that listen to your conversation & gave real time suggestionFree access to Whisper & Mixtral models on Replicate...

www.youtube.com

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Jason Zhou

@jasonzhou1993

1 year

There are 6.7M unique wallet addresses made Defi transactions, but how many REAL Defi USERS do you reckon are out there in total? I heard some founders think there are only 500K.

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Jason Zhou

@jasonzhou1993

3 months

@OpenAI just announced GPT4o, Here are the key features 👇

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Jason Zhou

@jasonzhou1993

2 years

I saw @RangoExchange built a cool in-app royalty reward system It drove $500M trading volume with 7k+ people participated This made me wonder what other web3 projects adopted such royalty systems Found 4 great examples if you are looking for design reference 🧵

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Jason Zhou

@jasonzhou1993

11 months

finetune gpt 3.5 with real chat data from slack, discord to create a digital version of you 🤯 Can’t wait to try out

Harrison Chase

@hwchase17

11 months

We've started adding loaders to help load data in a format such that you can finetune (usually for a custom tone) So far we've got Facebook Messenger, Slack, Telegram, WhatsApp, Twitter (via @apify ), Discord What else should we add?

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Jason Zhou

@jasonzhou1993

11 months

What types of tasks are: 1. Long tail, 2. Need to be conducted constantly 3. Have lower quality bar ? I think those are tasks that will be automated by AI agent first

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Jason Zhou

@jasonzhou1993

1 year

Has anyone tried to use chapGPT to build cold emailing automation? 1/ Give it a list of VC & clients 2/ Auto scrab their recent podcast, blogs & make a summary 3/ Send personalized email

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Jason Zhou

@jasonzhou1993

1 year

Don’t be afraid if you have a different background/path than others in your industry Being different is good, It is what gives you a unique perspective and value.

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Jason Zhou

@jasonzhou1993

1 year

@balajis Smart doctor, lawyers and artists should be start working on product that enables this AI disruption now. Better disrupt yourself rather than others do it

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Jason Zhou

@jasonzhou1993

6 months

Those are the key methods, to do any of those optimisation, the ability to log & observe all LLM calls is critical; Here is a quick example of how I used langsmith to monitor & optimise cost for one of the agent & reduce 78% cost Below is my full video:

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Jason Zhou

@jasonzhou1993

1 year

AI tutoring will be big: 70 medical students did a clinical trial of surgical skills; Ones with immediate feedback provided by AI tutor is delivering significant better results

Effect of Artificial Intelligence Tutoring vs Expert Instruction on Learning Simulated Surgical...

How does feedback from an artificial intelligence (AI) tutoring system compare with training by remote expert instruction in learning a surgical procedure?In this randomized clinical trial including...

www.ncbi.nlm.nih.gov

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Jason Zhou

@jasonzhou1993

2 years

One mistake I made was trying lots of growth tactics while the product is still immature Do not waste time "hacking" the growth before you figure out early product market fit Otherwise, it speeds up death instead of growth

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Jason Zhou

@jasonzhou1993

1 year

"How should web3 projects do user acquisition during a bear market? 🐻" Has been discussing this topic with multiple founders & marketers past few weeks, Here are the top trends 🧠

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Jason Zhou

@jasonzhou1993

1 year

How effective are web3 native marketing campaigns like Layer3? Here are the learnings from Across & Synthetix 🧵

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Jason Zhou

@jasonzhou1993

11 months

What’s the best agent use case you’ve seen that got actual weekly usage?

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Jason Zhou

@jasonzhou1993

11 months

Business expect at least 99% accuracy when adopting new tech, while consumers AI Assistant use case have much lower bar & tolerence; What's the Implications on AI agent platforms? 👇

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Jason Zhou

@jasonzhou1993

2 years

"What should I aim for the Beta test?" Here is the guide from @amyjokim that was used for Netflix, The Sims: MVP - Build the core habit-building UX Beta - Nail a killer onboarding experience The Launch - Establish user acquisition channels

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Jason Zhou

@jasonzhou1993

6 months

Method 2: LLM Cascade - Create a cascade chain of LLMs to use, from cheap to expensive - When user input the question, using the cheap and small model to answer the question first, if the confidence score is high, it will accept the answer. Otherwise, moving to the next model. -

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Jason Zhou

@jasonzhou1993

1 year

"Potential marketing traffic for web3 apps" Web3 native traffic - Dapps, alpha communities & web3 publishers Web2.5 traffic - CEX, e.g. that's why Coinbase Learn charges $ Millions Web2 traffic - e.g. people visit Bloomberg with metamask installed, this is the biggest.

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Jason Zhou

@jasonzhou1993

6 months

In LLM era, UI is becoming dynamic & adaptive to scenario & user, instead of the other way around; I'm pretty keen to see what if we get an agent generating 5 versions of UI based on a brief, w/ a manager agent critique for improvement, and repeat again & again; Will it able to

Glavin Wiechert👨‍💻

@GlavinW

6 months

Introducing Alvea! An adaptive AI assistant creating unique user interfaces personalized to your tasks just in time. Your evolving tool, designed to enhance productivity and user experience 🚀 Won 🥇 @agihouse_org w/ @sockcymbal @narphorium @vhurgenes

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Jason Zhou

@jasonzhou1993

10 months

“Company’s culture & value should be controversial.” It should almost scare away people who we don’t want, and make specific group feels belong Wise words from a wise man @userlastname that is worth tweeting

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