I also told it to break down what you guys talked about Sure, here is a summary of what they talked about: * They talked about how AI is changing the world and how it is being used in business. * They talked about how AI can be used to automate tasks, improve efficiency, and make better decisions. * They talked about how AI can be used to create a better customer experience. * They talked about how AI is still under development, but it has the potential to be a valuable tool for businesses. * They talked about how they are interested in exploring how AI can be used to help businesses grow and succeed. Here is a more detailed breakdown of each point: * **AI is changing the world.** AI is being used in a variety of industries, including healthcare, finance, and manufacturing. It is also being used to develop new products and services. * **AI can be used to automate tasks.** AI can automate tasks such as customer service, marketing, sales, and manufacturing. This can help businesses to save time and money. * **AI can improve efficiency.** AI can be used to improve efficiency in a variety of ways. For example, it can be used to identify patterns in data, which can help businesses to make better decisions. * **AI can make better decisions.** AI can be used to make better decisions in a variety of ways. For example, it can be used to analyze data and identify trends, which can help businesses to make better decisions about their products and services. * **AI can create a better customer experience.** AI can be used to create a better customer experience in a variety of ways. For example, it can be used to provide personalized recommendations, which can help customers to find the products and services that they are looking for. * **AI is still under development.** AI is still under development, but it has the potential to be a valuable tool for businesses. As AI continues to develop, it is likely that it will become even more powerful and capable. * **They are interested in exploring how AI can be used to help businesses grow and succeed.** They are interested in exploring how AI can be used to help businesses grow and succeed. They believe that AI has the potential to be a valuable tool for businesses, and they are excited to explore how it can be used to help businesses achieve their goals.
You work for 40yrs to have $1m in your retirement, Meanwhile some people are putting just $10k in a meme coin for just few months and now they are multimillionaires.I pray that anyone who reads this will be successful in life
I urge everyone to start somewhere now no matter how small, this is literally the time for that, forget material things, don't get tempted,i became more better the moment i realized this
This episode was 🧨 🤯. I've gotta go look into vector embedding, prompt engineering and ideas that would leverage AI on a massive scale and create value. Thanks Shaan, Sam and Dharmesh!
Chat to Code is going to revolutionize the dev/it industries and as always, some folks will not make it through. We're at a time when knowing a particular programming language is becoming unnecessary. All "devs", who I now call prompt operators, have to know is any language and ChatGPT will convert it to any other language. I grabbed some code I didn't know, had ChatGPT convert it to a language I do know (Python), made the changes I wanted, converted it back to the original language. And oh yeah, told ChatGPT to write terraform, test suites, docs, Github actions for it.
I love thé question you ask ‘where do we take it from here?’ - it’s far better than the question: where is it taking us from here? - which seems to be dominating the conversation.
This was great. Thank you guys. I've never heard of Dharmesh before, but I can see why his "geeky" presentation videos get such high numbers. He has charisma and he appears to speak with the conviction of his ideals. That is mesmerizing. Anyway, I only have one disagreement: It took me way more than one weekend to get "vector embeddings". Heck, it took me a few weeks, and tons of TH-cam videos, to really embrace what the term actually meant, let alone writing my own code (I use PHP, and I'm sticking with it!) to process them. For me, I didn't *get* vector embeddings until I understood where, in the whole Vector Store to Chat Completion architecture, it belonged. But once that happened, I was off to the AI races. Great conversation guys, a lot of food for thought.
@Shaan, AI has indeed become a copilot, coach, etc. I repaired the boot sequence of my PC with the help of Bing AI. 😅 It was like having a service engineer who was actually willing to do more than just resetting my PC to factory settings ...
Amazing podcast, the three of you brought some thoughts that I never thought off, but Dharmesh is on another level! I have been a licensed Pharmacist for 23 years and passionate about disrupting the pharmacy benefit hold on prescription medications. I have some ideas that will save employers, pharmacists, and patients a large sum.
It’s so crazy how he’s talking about the vector concept. There is actually a few database tools that store data in that model to create relationships between data rather then using a document object model or a relationship table model
One of the strange mind boggling things about AI is that it is moving so quick it feels like anything you do will be done much easier the next month or the next year. It makes the entire market like shifting sands. This is an exaggeration but why spend a year building a company when in one year someone will be able to make that same company in one month. It is almost like the most intelligent thing to do is not work and collect welfare.
I just started listening to the Pod, Dharmesh was an amazing guest. So wise and has so much to share! Will have to go back and listen to the previous episodes with him!!
🎯 Key Takeaways for quick navigation: 00:00 🚀 *Dharmesh Shah expresses excitement about generative AI, considering it a major tech paradigm shift since the internet, surpassing mobile innovations.* 00:58 🌟 *Introduction of Dharmesh Shah, co-founder of HubSpot, highlighting his significance and returning appearance on the podcast.* 01:26 🤖 *Discussion starts on generative AI and ChatGPT, with Dharmesh Shah sharing his obsession and exploration in the field.* 02:08 💰 *Sam Altman's approach to OpenAI's ownership and equity is discussed, emphasizing his wealth and lack of equity interest for ethical reasons.* 03:29 🔍 *Examination of OpenAI's transition from a non-profit to a for-profit organization, driven by funding challenges and the necessity for capital.* 05:34 🛠️ *Highlighting the capital-intensive nature of building large language models like those by OpenAI, necessitating the move to a for-profit model to sustain development.* 06:18 🧠 *Dharmesh Shah comments on Sam Altman's character and intentions with OpenAI, suggesting a non-malicious motive behind the company's strategic decisions.* 07:02 🎵 *Creative use of AI tools to generate a podcast intro rap, demonstrating practical applications of generative AI in creative projects.* 09:06 💡 *Dharmesh Shah, as the CTO of HubSpot, shares insights on the potential of generative AI, particularly in changing how software is interacted with through natural language.* 10:03 🔄 *Discussion on the underexplored application of generative AI in converting text to code, enabling a more intuitive interaction with software and potentially revolutionizing development.* 13:18 🌐 *Example of using ChatGPT to create and host a simple website, showcasing the AI's capability to guide users through technical processes and troubleshooting.* 16:49 🤔 *Dharmesh Shah clarifies that AI is more than fancy autocomplete; it's a reasoning engine capable of logical problem-solving beyond simple probability.* 18:11 🧠 *Explanation of GPT-3 and GPT-4 as reasoning engines, emphasizing their capability to logically infer beyond the data snapshot from 2021.* 19:23 🕵️ *Dharmesh expresses optimism about AI, viewing it as an amplification of human ability rather than a threat, contrary to some ominous perspectives.* 20:32 🚀 *Shah discusses AI's role in creating jobs and driving innovation, suggesting its potential to generate more value than it displaces.* 24:31 🎤 *Insights from the Sequoia AI event, highlighting the presence of AI experts and discussions on future AI developments, including text-to-video technologies.* 26:47 🌐 *Announcement of plugins for ChatGPT, likened to the App Store's impact on the iPhone, indicating a shift towards a more expansive and interactive AI ecosystem.* 29:18 💡 *Dharmesh Shah believes the current moment in AI represents a significant opportunity for innovation and startup success, akin to the early internet era.* 31:09 📊 *Introduction to vector embeddings as a transformative AI opportunity, enabling deeper, semantic relationships between data points beyond keyword matching.* 34:12 💡 *Dharmesh Shah discusses transforming member stories into vector embeddings to match people with similar challenges, calling it a billion-dollar idea across industries.* 35:21 🤝 *The concept can extend beyond business communities to dating and other areas, leveraging unstructured data for deeper connections.* 36:03 🛠️ *Vector embedding technology is accessible, allowing even non-experts to model data over a weekend.* 36:58 📊 *AI's pattern matching can uncover inauthentic responses in data, enhancing the accuracy of matches or recommendations.* 46:31 🌍 *Dharmesh Shah purchased chat.com,believing chat interfaces are the future of digital interaction.* 47:42 🚀 *Shah explores AI innovations both personally and within HubSpot, aiming to revolutionize CRM with AI-driven interfaces.* 49:32 🤷♂️ *Future plans for chat.com remain open, showcasing Shah's exploratory approach to leveraging high-value domain names in the AI space.* 50:43 🚀 *Dharmesh Shah is highlighted for his enduring enthusiasm and commitment to innovation, drawing inspiration from diverse sources.* 51:12 🛠️ *Shah's dedication to personal projects and tinkering, regardless of his success with HubSpot, showcases his passion for building and learning.* 52:08 📹 *Emphasis on Shah's effective and straightforward content creation approach, demonstrating the power of sharing genuine excitement and knowledge without overthinking.* 52:48 💡 *Shah's bold investments in areas he believes in, such as purchasing chat.com for a significant sum without a predefined plan, illustrate his confidence and willingness to explore future potentials.* 54:17 🌟 *The importance of having the courage of your convictions in the face of long-term projects and ideas, exemplified by Shah's journey from envisioning email-based business software to developing AI-driven interfaces.* 56:53 🔑 *Buying chat.com served as Shah's "ante" to gain credibility and enter the AI conversation, demonstrating strategic thinking in leveraging high-value domains for influence and opportunity in new technology sectors.* 58:17 📈 *Bill Gates' endorsement of chat-based interfaces as a groundbreaking technological shift underscores the significant impact and opportunity within the AI and natural language processing fields.* 01:05:07 🤔 *Tactical advice on application processes highlights the importance of not prematurely filtering potential participants, allowing for future expansion and inclusivity within community-based projects.* 01:07:16 🧠 *Sean Puri discusses the importance of immersion in new technologies, inspired by Bill Gates' reading week, to deeply understand and evaluate their potential.* 01:08:14 🤖 *Experimentation with AI to replace or enhance workflows, such as creating brand identities or summarizing podcasts, showcases AI's versatility in practical and creative tasks.* 01:11:56 🛠️ *Dharmesh Shah introduces prompt engineering as a new skill set akin to software engineering, emphasizing its significance in instructing AI to perform desired tasks.* 01:12:55 💡 *Shah reveals the purchase of prompt.com for a seven-figure sum, hinting at a significant project idea centered around the evolving field of prompt engineering.* 01:14:02 📈 *Shah provides a balanced perspective on extreme economic predictions, valuing the intellectual contributions of thought leaders while maintaining skepticism about the likelihood of extreme outcomes.* 01:15:26 🚫 *Shah advises against using AI for quick arbitrage opportunities, emphasizing the importance of creating genuine value and solving real problems over short-term gains.* Made with HARPA AI
I've watched this POD at least 5 times. I was already on my AI journey and building a solution.... but this crystallized some of the ideas. I look forward to being successful enough to be a guest on the pod after I launch.
Crazy how I earned a web design degree 2016. Web designers and coders were becoming useless then, because of the web builders, and owners not caring about aesthetically pleasing sites. Now becoming even more obsolete. Worst part is, they talk like this is new. I’d be willing to bet my life companies like Google have been utilizing this to give them the newest ideas and build their apps since inception.
GPT isn't going to help people in some of the most fundamental areas of their lives. It will increase productivity but that will largely be captured by the rich. You will have an ever increasing impressive suite of technology but people will still be struggling probably even worse to afford a house and survive. I don't want to be pessimistic but it definitely seems different than other tech revolutions in that it is much more of a winner takes all rather than the early days of say Iphone where if you can make any app you have a business.
I wish Dharmesh was my father...lol I love that we are able to hear these conversations! Never, would we ever have this sort of access. I am so grateful.
@@DharmeshSpot Any thoughts on creating your own podcast? Having it be an idea venting system similar to twitter but it video form? I know a lot of people would enjoy it and you definitely have the content capabilities/personality!
Dude we freaking LOVE Dharmesh!! Everything this man says leads to a GEM!💎💎 I literally got the idea to learn Python, from his Wordle clone episode!! 🤝 👊Really wish he hosted his own show in the same MFM format. It will be huge.!!💯💯 !💯💯
Emailed you two studs. I’ve listened to every episode this year and have raved to all my friends and family about ya’ll. HUGE fan! I’m now going back to the beginning and listening to every episode . . . almost done. I just listened to the one on Dec 27, 2022. You introduced the gentlemen’s agreement. Looking to get to 500k subscribers and you were currently around 150k. Ever thought about bringing someone on as a guest that hasn’t been uber successful but is mid successful haha but knows they are close to building a billion dollar business. - that’s me. LFG! Get me on 🎙️❤️🔥
I’m really enjoying this conversation. It’s always nice to hear others who are excited about OpenAI, I am totally enjoying it. I named my ChatGPT Enrique 🤣🤣🤣
Not sure how I came across this podcast...BUT< DAYUM! I am so glad that I have. Taking notes...and now doing research. This is so mind-boggling to listen to. Now, I gotta find a way to do more with this information. Thanks for making this public.
Browsing history and what you spend money on probably define who you are better than any other source of data yet no one uses that in any matching algorithms
At the 13:10 mark forward Shaan talks about building a website from scratch and actually get it to being online. Where did you start this? Did you use open AI or another source and then did you have to go to a company such as Go Daddy for example to host the website so it is available for everyone online? That is one thing I have been trying to learn but have not been successful at this point. I know others have done it but I’m not sure where they are starting and then hosting. Please advise.
I feel like this is the first time in my life I have seen opportunities like this. I'm a retired Infantry Paratrooper and am trying to teach myself the skills required to take advantage of these opportunities. It is an extremely steep learning curve for a grunt with TBI, but I built over 100 websites and teaching myself a bit of coding. My main transferable skill is Jiu-Jitsu. Semantic Distance * Vector Imbedding* Convert Meaning into Math* I like Dharmesh, he speaks at my speed lol
Sam did say 1. He doesn't own equity on OpenAI 2. He makes enough and more money "to keep him going" 3. He doesn't find it strange that people can't understand that a person's need for money need not be unlimited. Just go to one of the public talks he did in his around the world sessions 6:29
Hey Shaan & Sam, what are some things I should know about purchasing an equity position in a start up software company? What questions should I be asking? Thank you guys for all the incredible content!!!
The reason is "guesses" so perfectly is because it uses math. Think of each letter, each word as the beginning of a math equation. That's MUCH more reliable than guessing _what you're going to say next_ ... it can be so accurate because it's doing math, which is always going to be accurate. With words alone, there are almost infinite possibilities, with numbers, they always land accurately. And, that's also why they say to be specific and detailed with your prompts.
🎯 Key points for quick navigation: 00:27 *🌐 AI's impact compared to past tech shifts: Dharmesh Shah discusses how generative AI represents a significant paradigm shift akin to the internet, affecting broad sectors beyond discrete use cases like mobile did.* 01:54 *🚀 Potential of OpenAI: Discussion on OpenAI's potential to become one of the world's most valuable companies, contrasting opinions on its direction and impact.* 06:47 *🎵 AI-driven creativity: Shah shares his experience using AI tools to generate a podcast intro rap, showcasing the technology's creative potential in media production.* 10:43 *💻 AI transforming software development: Exploring how generative AI can transform software development by enabling natural language prompts to generate code, simplifying complex tasks.* 13:18 *🌍 Accessibility and ease of use: Shah discusses his firsthand experience using AI to quickly create and troubleshoot a basic website, highlighting AI's potential to democratize tech skills.* 18:40 *🤖 AI is advancing beyond simple probabilistic models into more complex, unpredictable capabilities.* 20:18 *🛡️ AI should be seen as augmenting human abilities rather than replacing them, similar to historical impacts of computers.* 26:47 *💼 ChatGPT is evolving into an open ecosystem with plugins, akin to the App Store revolutionizing mobile apps.* 31:09 *🚀 Understanding vector embeddings can revolutionize AI applications by enhancing semantic understanding and information retrieval.* 37:54 *🎵 Pandora uses attributes like tempo, key, mood, and artist characteristics to categorize songs, initially manually by 500 musicians.* 39:06 *🖥️ Vector embeddings and semantic search are transforming e-commerce by enhancing faceted search capabilities beyond traditional keyword searches.* 40:17 *🌐 New generative models like pinecone.io are advancing vector databases, enabling complex searches based on contextual understanding.* 41:27 *🚀 Chat interfaces like chatspot.ai integrate AI to automate tasks traditionally requiring human intervention, potentially revolutionizing CRM systems.* 46:31 *💬 Acquisition of chat.com underscores the growing importance of chat interfaces as future business interfaces, despite current absence of specific plans.* 55:56 *🧠 Dharmesh Shah discusses his longstanding interest in natural language understanding technologies, from failed attempts with earlier tools to successful applications with ChatGPT.* 56:38 *🚀 Dharmesh Shah's persistence in pursuing his idea for over 17 years with ChatSpot.ai showcases the importance of sticking with convictions in entrepreneurship.* 57:35 *💡 Dharmesh Shah explains the strategic acquisition of Chat.com to enhance his involvement and reputation in the AI community, leveraging it as an entry point.* 58:17 *📈 Bill Gates' endorsement of natural language interfaces like ChatGPT as transformative aligns with Dharmesh Shah's vision, emphasizing the potential impact of AI technologies.* 01:00:54 *🌐 Dharmesh Shah advises integrating community building with emerging technologies like AI, suggesting a potent strategy for creating impactful ventures.* 01:03:30 *🧩 Dharmesh Shah highlights the importance of understanding personal strengths and inclinations in pursuing ventures, contrasting different entrepreneurial approaches.* 01:07:45 *📚 Dharmesh Shah adopts an immersive approach akin to Bill Gates' reading weeks, emphasizing deep dives into AI and technology trends for informed decision-making.* 01:11:36 *🛠️ Dharmesh Shah introduces the concept of prompt engineering as a critical skill in maximizing the utility of AI tools, likening it to software engineering for AI applications.* Made with HARPA AI
Seriously doubt if the key makes much difference to Pandora. More likely tempo, harmony, melody, lyrics. Probably lyrics primarily, because most people listening to popular music are too musically insensitive to respond to much beyond lyrics and a very obvious "beat". Otherwise, they would be listening to jazz and/or classical music and would be beyond lyrics entirely.
ChatGPT is far from a reasoning engine. It has the appearance of reasoning but all it does is approximates the best response given it’s knowledge base and how it was fine tuned with human feedback.
Fascinating. I’m doing m & a of small companies in eu and add ai to streamline costs and create more efficiency. I’ll look into this. Great channel. The the point about dating.…… definitely a I in a while will improve the efficiency in which we find partners closer to our house own state of”perfection”. well, this may lead to a more boring world, because what is life without its journeys ?
I will forever be indebted to you you've changed my whole life continue to preach about your name for the world to hear you've saved me from a huge financial debt with just little investment, thanks s0 much Mr Yuval Eric Brokman;
His method is accurate and demonstrates that you have a lot of expertise; it is critical to work with a professional while investing, especially as a newbie; this is why I also work with Yuval Eric Brokman
Rate this episode 1-10!
10
9.2. Nothing is ever a 10! (Always room to improve 😂😂) love y’all man
10 +
10, love listening to Dharmesh. As a software engineer / entrepreneur, him and Naval are so interesting to listen too.
10
I also told it to break down what you guys talked about
Sure, here is a summary of what they talked about:
* They talked about how AI is changing the world and how it is being used in business.
* They talked about how AI can be used to automate tasks, improve efficiency, and make better decisions.
* They talked about how AI can be used to create a better customer experience.
* They talked about how AI is still under development, but it has the potential to be a valuable tool for businesses.
* They talked about how they are interested in exploring how AI can be used to help businesses grow and succeed.
Here is a more detailed breakdown of each point:
* **AI is changing the world.** AI is being used in a variety of industries, including healthcare, finance, and manufacturing. It is also being used to develop new products and services.
* **AI can be used to automate tasks.** AI can automate tasks such as customer service, marketing, sales, and manufacturing. This can help businesses to save time and money.
* **AI can improve efficiency.** AI can be used to improve efficiency in a variety of ways. For example, it can be used to identify patterns in data, which can help businesses to make better decisions.
* **AI can make better decisions.** AI can be used to make better decisions in a variety of ways. For example, it can be used to analyze data and identify trends, which can help businesses to make better decisions about their products and services.
* **AI can create a better customer experience.** AI can be used to create a better customer experience in a variety of ways. For example, it can be used to provide personalized recommendations, which can help customers to find the products and services that they are looking for.
* **AI is still under development.** AI is still under development, but it has the potential to be a valuable tool for businesses. As AI continues to develop, it is likely that it will become even more powerful and capable.
* **They are interested in exploring how AI can be used to help businesses grow and succeed.** They are interested in exploring how AI can be used to help businesses grow and succeed. They believe that AI has the potential to be a valuable tool for businesses, and they are excited to explore how it can be used to help businesses achieve their goals.
Told who?
@@amjads8971 chatgpt
Where is the part about vector embeddings?
How do you get chatgpt to summarize a video?
Didn't even they talk about tinder.? Then why they have logo
We demand to have Dharmesh on the pod for a quick 10 min section once a month!
Let him geek out about whatever piqued his interest of late..
Nerd corner?
🔥
May as well, considering he owns the pod!
Don't think you have any credibility or power to demand him to do something 😂
I support this demand!!!
This is the best 1:17:07 mins I have spent learning anything this year. This episode got me fired up! Thank you so much.
Thanks. Glad you found it useful.
One of the best podcasts on AI brainstorming! Well done team!
Unbelievable value in this episode. UNBELIEVABLE. Thank you.
You work for 40yrs to have $1m in your retirement, Meanwhile some people are putting just $10k in a meme coin for just few months and now they are multimillionaires.I pray that anyone who reads this will be successful in life
People prefer to spend money on liabilities, Rather than investing in assets and be very profitable.
I urge everyone to start somewhere now no matter how small, this is literally the time for that, forget material things, don't get tempted,i became more better the moment i realized this
I doubted it too before until gave it a try. and it was of no regret
I'm interested, how do I start?
She is obviously the best, I invested $3,000 and she made me profit of $28,000 for me just in 5 days
Just listened to the whole thing and im speechless, dharmesh the type of dude to make u rethink ur whole life 😭
Mr. Re-evaluate
This episode was 🧨 🤯. I've gotta go look into vector embedding, prompt engineering and ideas that would leverage AI on a massive scale and create value. Thanks Shaan, Sam and Dharmesh!
I re-enrolled in university following the episode
@@MyFirstMillionPod 🤣🤣
I want to learn more about vector embedding. I was totally engaged but 😂 didn’t truly understand
@@toyastable7047 me too - I need to listen to that part again.
about vector embedding
Couldn’t agree more to “do you know how to speak and do you know what you want?” great episode guys thank you for bringing on dharmesh again
Fire line by me (shaan)
Weird I literally read this as he said it...
Chat to Code is going to revolutionize the dev/it industries and as always, some folks will not make it through.
We're at a time when knowing a particular programming language is becoming unnecessary. All "devs", who I now call prompt operators, have to know is any language and ChatGPT will convert it to any other language. I grabbed some code I didn't know, had ChatGPT convert it to a language I do know (Python), made the changes I wanted, converted it back to the original language.
And oh yeah, told ChatGPT to write terraform, test suites, docs, Github actions for it.
Absolutely brilliant. What are the best TH-cam videos or other sources to learn as much as I can very quickly.
Dharmesh’s curiousity is a beautiful thing. It’s innocent and childlike but incredibly strategic and thoughtful.
I love thé question you ask ‘where do we take it from here?’ - it’s far better than the question: where is it taking us from here? - which seems to be dominating the conversation.
This was great. Thank you guys. I've never heard of Dharmesh before, but I can see why his "geeky" presentation videos get such high numbers. He has charisma and he appears to speak with the conviction of his ideals. That is mesmerizing. Anyway, I only have one disagreement: It took me way more than one weekend to get "vector embeddings". Heck, it took me a few weeks, and tons of TH-cam videos, to really embrace what the term actually meant, let alone writing my own code (I use PHP, and I'm sticking with it!) to process them. For me, I didn't *get* vector embeddings until I understood where, in the whole Vector Store to Chat Completion architecture, it belonged. But once that happened, I was off to the AI races. Great conversation guys, a lot of food for thought.
@Shaan, AI has indeed become a copilot, coach, etc. I repaired the boot sequence of my PC with the help of Bing AI. 😅 It was like having a service engineer who was actually willing to do more than just resetting my PC to factory settings ...
Amazing podcast, the three of you brought some thoughts that I never thought off, but Dharmesh is on another level! I have been a licensed Pharmacist for 23 years and passionate about disrupting the pharmacy benefit hold on prescription medications. I have some ideas that will save employers, pharmacists, and patients a large sum.
Vector embedding has huge marketing use cases I can see holy wow you guys rock
I'm so curious what Dharmesh's office actually looks like
The one in the background is his room right
Haha it’s a photo of his actual room
@@bhavikpatel576 yes
The world is his office 😅
Does anyone know what channel shaan was showing when the dude was using Kanye’s voice to make a song?
It’s so crazy how he’s talking about the vector concept. There is actually a few database tools that store data in that model to create relationships between data rather then using a document object model or a relationship table model
Absolutely Insane discussion!
One of the strange mind boggling things about AI is that it is moving so quick it feels like anything you do will be done much easier the next month or the next year. It makes the entire market like shifting sands. This is an exaggeration but why spend a year building a company when in one year someone will be able to make that same company in one month. It is almost like the most intelligent thing to do is not work and collect welfare.
Shaan’s drip game compared to the early pods has taken an exponential leap.
I just started listening to the Pod, Dharmesh was an amazing guest. So wise and has so much to share! Will have to go back and listen to the previous episodes with him!!
🎯 Key Takeaways for quick navigation:
00:00 🚀 *Dharmesh Shah expresses excitement about generative AI, considering it a major tech paradigm shift since the internet, surpassing mobile innovations.*
00:58 🌟 *Introduction of Dharmesh Shah, co-founder of HubSpot, highlighting his significance and returning appearance on the podcast.*
01:26 🤖 *Discussion starts on generative AI and ChatGPT, with Dharmesh Shah sharing his obsession and exploration in the field.*
02:08 💰 *Sam Altman's approach to OpenAI's ownership and equity is discussed, emphasizing his wealth and lack of equity interest for ethical reasons.*
03:29 🔍 *Examination of OpenAI's transition from a non-profit to a for-profit organization, driven by funding challenges and the necessity for capital.*
05:34 🛠️ *Highlighting the capital-intensive nature of building large language models like those by OpenAI, necessitating the move to a for-profit model to sustain development.*
06:18 🧠 *Dharmesh Shah comments on Sam Altman's character and intentions with OpenAI, suggesting a non-malicious motive behind the company's strategic decisions.*
07:02 🎵 *Creative use of AI tools to generate a podcast intro rap, demonstrating practical applications of generative AI in creative projects.*
09:06 💡 *Dharmesh Shah, as the CTO of HubSpot, shares insights on the potential of generative AI, particularly in changing how software is interacted with through natural language.*
10:03 🔄 *Discussion on the underexplored application of generative AI in converting text to code, enabling a more intuitive interaction with software and potentially revolutionizing development.*
13:18 🌐 *Example of using ChatGPT to create and host a simple website, showcasing the AI's capability to guide users through technical processes and troubleshooting.*
16:49 🤔 *Dharmesh Shah clarifies that AI is more than fancy autocomplete; it's a reasoning engine capable of logical problem-solving beyond simple probability.*
18:11 🧠 *Explanation of GPT-3 and GPT-4 as reasoning engines, emphasizing their capability to logically infer beyond the data snapshot from 2021.*
19:23 🕵️ *Dharmesh expresses optimism about AI, viewing it as an amplification of human ability rather than a threat, contrary to some ominous perspectives.*
20:32 🚀 *Shah discusses AI's role in creating jobs and driving innovation, suggesting its potential to generate more value than it displaces.*
24:31 🎤 *Insights from the Sequoia AI event, highlighting the presence of AI experts and discussions on future AI developments, including text-to-video technologies.*
26:47 🌐 *Announcement of plugins for ChatGPT, likened to the App Store's impact on the iPhone, indicating a shift towards a more expansive and interactive AI ecosystem.*
29:18 💡 *Dharmesh Shah believes the current moment in AI represents a significant opportunity for innovation and startup success, akin to the early internet era.*
31:09 📊 *Introduction to vector embeddings as a transformative AI opportunity, enabling deeper, semantic relationships between data points beyond keyword matching.*
34:12 💡 *Dharmesh Shah discusses transforming member stories into vector embeddings to match people with similar challenges, calling it a billion-dollar idea across industries.*
35:21 🤝 *The concept can extend beyond business communities to dating and other areas, leveraging unstructured data for deeper connections.*
36:03 🛠️ *Vector embedding technology is accessible, allowing even non-experts to model data over a weekend.*
36:58 📊 *AI's pattern matching can uncover inauthentic responses in data, enhancing the accuracy of matches or recommendations.*
46:31 🌍 *Dharmesh Shah purchased chat.com,believing chat interfaces are the future of digital interaction.*
47:42 🚀 *Shah explores AI innovations both personally and within HubSpot, aiming to revolutionize CRM with AI-driven interfaces.*
49:32 🤷♂️ *Future plans for chat.com remain open, showcasing Shah's exploratory approach to leveraging high-value domain names in the AI space.*
50:43 🚀 *Dharmesh Shah is highlighted for his enduring enthusiasm and commitment to innovation, drawing inspiration from diverse sources.*
51:12 🛠️ *Shah's dedication to personal projects and tinkering, regardless of his success with HubSpot, showcases his passion for building and learning.*
52:08 📹 *Emphasis on Shah's effective and straightforward content creation approach, demonstrating the power of sharing genuine excitement and knowledge without overthinking.*
52:48 💡 *Shah's bold investments in areas he believes in, such as purchasing chat.com for a significant sum without a predefined plan, illustrate his confidence and willingness to explore future potentials.*
54:17 🌟 *The importance of having the courage of your convictions in the face of long-term projects and ideas, exemplified by Shah's journey from envisioning email-based business software to developing AI-driven interfaces.*
56:53 🔑 *Buying chat.com served as Shah's "ante" to gain credibility and enter the AI conversation, demonstrating strategic thinking in leveraging high-value domains for influence and opportunity in new technology sectors.*
58:17 📈 *Bill Gates' endorsement of chat-based interfaces as a groundbreaking technological shift underscores the significant impact and opportunity within the AI and natural language processing fields.*
01:05:07 🤔 *Tactical advice on application processes highlights the importance of not prematurely filtering potential participants, allowing for future expansion and inclusivity within community-based projects.*
01:07:16 🧠 *Sean Puri discusses the importance of immersion in new technologies, inspired by Bill Gates' reading week, to deeply understand and evaluate their potential.*
01:08:14 🤖 *Experimentation with AI to replace or enhance workflows, such as creating brand identities or summarizing podcasts, showcases AI's versatility in practical and creative tasks.*
01:11:56 🛠️ *Dharmesh Shah introduces prompt engineering as a new skill set akin to software engineering, emphasizing its significance in instructing AI to perform desired tasks.*
01:12:55 💡 *Shah reveals the purchase of prompt.com for a seven-figure sum, hinting at a significant project idea centered around the evolving field of prompt engineering.*
01:14:02 📈 *Shah provides a balanced perspective on extreme economic predictions, valuing the intellectual contributions of thought leaders while maintaining skepticism about the likelihood of extreme outcomes.*
01:15:26 🚫 *Shah advises against using AI for quick arbitrage opportunities, emphasizing the importance of creating genuine value and solving real problems over short-term gains.*
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Clear and awesome explanation of vectoring in AI ! Wow!.
I've watched this POD at least 5 times. I was already on my AI journey and building a solution.... but this crystallized some of the ideas. I look forward to being successful enough to be a guest on the pod after I launch.
This is a similar experience I am having with it. Replaying it and getting some refined ideas for what I’m working on.
Best of luck!
Haha, Im on my 3rd listen!
I started making money with AI in February and since its already gone from chat gpt3 to chat gpt4. Mindblowing!
Aaaaaeesome! Get it!!!!!
You will Ron and i look forward to hearing your story on this channel. You got this 💪👍👊🏽🙏🏽❤️
@@biohackmasters how did you use it if you care to share....
"It was awesome except it didn't work!" That's an entire vibe right there 👏🏾👏🏾👏🏾👏🏾👏🏾
Crazy how I earned a web design degree 2016. Web designers and coders were becoming useless then, because of the web builders, and owners not caring about aesthetically pleasing sites. Now becoming even more obsolete. Worst part is, they talk like this is new. I’d be willing to bet my life companies like Google have been utilizing this to give them the newest ideas and build their apps since inception.
Imagination is the preview of life’s coming attractions and many many terrifying things have been imagined.
Thanks for the vid.
GPT isn't going to help people in some of the most fundamental areas of their lives. It will increase productivity but that will largely be captured by the rich. You will have an ever increasing impressive suite of technology but people will still be struggling probably even worse to afford a house and survive. I don't want to be pessimistic but it definitely seems different than other tech revolutions in that it is much more of a winner takes all rather than the early days of say Iphone where if you can make any app you have a business.
Truth
Dharmesh is a G. Love it when he comes on. A fierce nerd !
I want to be like Dharmesh!
"Fierce nerd" is one of the best compliments I can get. Thanks!
@@DharmeshSpot You're an inspiration. Running a massive company but still tinkering and building things
I wish Dharmesh was my father...lol I love that we are able to hear these conversations! Never, would we ever have this sort of access. I am so grateful.
I knew this was gonna be a great episode 10 secs in. You boys never let me down 💯
Agreed.
🫡 will !
That's awesome!!! I know nothing about investment and I'm keen on getting started. What are your strategies?
Do another one of these. Make it a series. So much info.
Thanks for the kind words. Glad you liked it.
@@DharmeshSpot Any thoughts on creating your own podcast? Having it be an idea venting system similar to twitter but it video form? I know a lot of people would enjoy it and you definitely have the content capabilities/personality!
This 100% and, I'm not even finished yet lol.
@@DharmeshSpot We need an update! I’m jealous of your 12-year-old. I would be a sponge and a second set of hands right now.
Awesome idea of Vector Embedding. Love and regards from Peshawar and Islamabad.
Dude we freaking LOVE Dharmesh!! Everything this man says leads to a GEM!💎💎 I literally got the idea to learn Python, from his Wordle clone episode!! 🤝 👊Really wish he hosted his own show in the same MFM format. It will be huge.!!💯💯
!💯💯
@moneymakingsim4314 can you please elaborate on your approach to learning python?
Appreciate the vote of confidence, but I can't do what Sam and Shaan do.
Its 10/10. I am former Software engineer, and also YCombinator Alumnus. Currently i am looking to build some amazing AI Startup.
Can i join in?
@@imrivmos In what you can help?
Frontend Development for now but want to further expand my knowledge
Great video!!! Subscribed....Dharmesh for president.
Hahah, Dharmesh is such a cool nerd! He kept pulling Sam from broad philosophical stuff to the tech he has been obsessed with!
Emailed you two studs. I’ve listened to every episode this year and have raved to all my friends and family about ya’ll.
HUGE fan!
I’m now going back to the beginning and listening to every episode . . . almost done.
I just listened to the one on Dec 27, 2022. You introduced the gentlemen’s agreement. Looking to get to 500k subscribers and you were currently around 150k.
Ever thought about bringing someone on as a guest that hasn’t been uber successful but is mid successful haha but knows they are close to building a billion dollar business. - that’s me. LFG! Get me on 🎙️❤️🔥
"Limitless Drug" (A.I.) thats what it is and if you remember "It works better if you're smart to begin with.".
My take home was the vector thing. It would have taken me hours to read and understand it. Semantically Dharmesh blew my mind. Thank u guys.
I’m really enjoying this conversation. It’s always nice to hear others who are excited about OpenAI, I am totally enjoying it. I named my ChatGPT Enrique 🤣🤣🤣
Not sure how I came across this podcast...BUT< DAYUM! I am so glad that I have. Taking notes...and now doing research. This is so mind-boggling to listen to. Now, I gotta find a way to do more with this information. Thanks for making this public.
Best video I've seen in awhile. Thanks for the upload.
Browsing history and what you spend money on probably define who you are better than any other source of data yet no one uses that in any matching algorithms
interesting...
Happy to have come across this channel massive value much love from Kenya
Love this episode! More of this for sure please! Thank you!
At the 13:10 mark forward Shaan talks about building a website from scratch and actually get it to being online. Where did you start this? Did you use open AI or another source and then did you have to go to a company such as Go Daddy for example to host the website so it is available for everyone online? That is one thing I have been trying to learn but have not been successful at this point. I know others have done it but I’m not sure where they are starting and then hosting. Please advise.
I feel like this is the first time in my life I have seen opportunities like this. I'm a retired Infantry Paratrooper and am trying to teach myself the skills required to take advantage of these opportunities. It is an extremely steep learning curve for a grunt with TBI, but I built over 100 websites and teaching myself a bit of coding. My main transferable skill is Jiu-Jitsu.
Semantic Distance *
Vector Imbedding*
Convert Meaning into Math*
I like Dharmesh, he speaks at my speed lol
*moves into halfguard*
@@MyFirstMillionPod just made my freaking day! Thank you for the reply!!
I like the jolly spirit of Shaan Puri. Love and regards from Peshawar and Islamabad
Wonderful time to be alive and be able to have acess to this type of content
I don't know about you but this is the best freaking tech/AI episode I've ever listened to. MIND BLOWING🤯🤯 Dharmesh is the tech G.O.A.T 🙌
Math class was the best part
@@MyFirstMillionPod The vector embeddings 🙌🙌and imagining several dimensions was wild 🙌 😂 😂
You haven’t listed to many then..
@@MyFirstMillionPod Yes!!!!!
All this advanced AI talk going on, and somehow I'm just amazing on how dudes webcam allows us to see his couch through his t-shirt & computer chair!
Huh?
I noticed that lol
I knew I really like Dharmesh when I saw his ChatSpot demo. Seeing John Lennon over his fireplace seals the deal. 🙂
This was amazing, really appreciate you guys!
His Tshirt being a green screen is so funny lol
Turning words to pictures to vectors! Game changer😮
Every episode with Dharmesh is 🔥. He just likes the game. He still has the drive and tinker with things. Love it.
tip when prompting. end your paragraph with “Ask any clarifying questions”
I was thinking about that today. I’ll know it’s smart when it asks clarifying questions
1:12:45 I am a prompt engineer, use chat 12 Hours a day everyday since it's release.
Sam did say
1. He doesn't own equity on OpenAI
2. He makes enough and more money "to keep him going"
3. He doesn't find it strange that people can't understand that a person's need for money need not be unlimited.
Just go to one of the public talks he did in his around the world sessions
6:29
Love you dudes, but PLEASE let Darmesh talk!
Dharmesh is subtlety testing an invisibility fabric in his t-shirt.
Seriously tho, what is that
@@shannondelima3028 Green screen effect. The room he is in is not real.
@@simonmcnally8241 oh haha thanks for the clarification!
Why is nobody talking about a voice interface like turning gpt into an Alexa
Exactly!
Love the honesty between you three. Namaste 🙏 🎉❤
Just found your channel. New Subscriber! LOVE THOSE GLASSES!!
39:29 🤯 they did it by hand!! Wow
In relation to vector embedding, i wish spotifys algo could show you songs with a similar beat pattern instead of just matching related artists.
Dharmersh is a superstar among nerds. Amazing job!
Worlds best Chat GPT business ideas
Very sharp business man a pleasure to liste to and learn from! thank You.. Whats up with Dharmesh's shirt being reflective like that...
1:05:00 - I 100% agree with the advice on Hampton.
Hey Shaan & Sam, what are some things I should know about purchasing an equity position in a start up software company? What questions should I be asking? Thank you guys for all the incredible content!!!
Fantastic interview, great conversation dynamics. Thanks!!
Somehow felt like a job interview where these guys don't quite know what to do with Dharmesh's skill set.
Man... Darmesh is just blowing me away
My first time watching but really great show! Learned a lot.
This video should come with a disclaimer: Warning, you will need all hour and 17 minutes to listen because you won’t be able to turn it off.
True "Intent Based Anything"
Super valuable - where is the floral sweater from?
The reason is "guesses" so perfectly is because it uses math. Think of each letter, each word as the beginning of a math equation. That's MUCH more reliable than guessing _what you're going to say next_ ... it can be so accurate because it's doing math, which is always going to be accurate. With words alone, there are almost infinite possibilities, with numbers, they always land accurately. And, that's also why they say to be specific and detailed with your prompts.
🎯 Key points for quick navigation:
00:27 *🌐 AI's impact compared to past tech shifts: Dharmesh Shah discusses how generative AI represents a significant paradigm shift akin to the internet, affecting broad sectors beyond discrete use cases like mobile did.*
01:54 *🚀 Potential of OpenAI: Discussion on OpenAI's potential to become one of the world's most valuable companies, contrasting opinions on its direction and impact.*
06:47 *🎵 AI-driven creativity: Shah shares his experience using AI tools to generate a podcast intro rap, showcasing the technology's creative potential in media production.*
10:43 *💻 AI transforming software development: Exploring how generative AI can transform software development by enabling natural language prompts to generate code, simplifying complex tasks.*
13:18 *🌍 Accessibility and ease of use: Shah discusses his firsthand experience using AI to quickly create and troubleshoot a basic website, highlighting AI's potential to democratize tech skills.*
18:40 *🤖 AI is advancing beyond simple probabilistic models into more complex, unpredictable capabilities.*
20:18 *🛡️ AI should be seen as augmenting human abilities rather than replacing them, similar to historical impacts of computers.*
26:47 *💼 ChatGPT is evolving into an open ecosystem with plugins, akin to the App Store revolutionizing mobile apps.*
31:09 *🚀 Understanding vector embeddings can revolutionize AI applications by enhancing semantic understanding and information retrieval.*
37:54 *🎵 Pandora uses attributes like tempo, key, mood, and artist characteristics to categorize songs, initially manually by 500 musicians.*
39:06 *🖥️ Vector embeddings and semantic search are transforming e-commerce by enhancing faceted search capabilities beyond traditional keyword searches.*
40:17 *🌐 New generative models like pinecone.io are advancing vector databases, enabling complex searches based on contextual understanding.*
41:27 *🚀 Chat interfaces like chatspot.ai integrate AI to automate tasks traditionally requiring human intervention, potentially revolutionizing CRM systems.*
46:31 *💬 Acquisition of chat.com underscores the growing importance of chat interfaces as future business interfaces, despite current absence of specific plans.*
55:56 *🧠 Dharmesh Shah discusses his longstanding interest in natural language understanding technologies, from failed attempts with earlier tools to successful applications with ChatGPT.*
56:38 *🚀 Dharmesh Shah's persistence in pursuing his idea for over 17 years with ChatSpot.ai showcases the importance of sticking with convictions in entrepreneurship.*
57:35 *💡 Dharmesh Shah explains the strategic acquisition of Chat.com to enhance his involvement and reputation in the AI community, leveraging it as an entry point.*
58:17 *📈 Bill Gates' endorsement of natural language interfaces like ChatGPT as transformative aligns with Dharmesh Shah's vision, emphasizing the potential impact of AI technologies.*
01:00:54 *🌐 Dharmesh Shah advises integrating community building with emerging technologies like AI, suggesting a potent strategy for creating impactful ventures.*
01:03:30 *🧩 Dharmesh Shah highlights the importance of understanding personal strengths and inclinations in pursuing ventures, contrasting different entrepreneurial approaches.*
01:07:45 *📚 Dharmesh Shah adopts an immersive approach akin to Bill Gates' reading weeks, emphasizing deep dives into AI and technology trends for informed decision-making.*
01:11:36 *🛠️ Dharmesh Shah introduces the concept of prompt engineering as a critical skill in maximizing the utility of AI tools, likening it to software engineering for AI applications.*
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Dharmesh is my favorite guest on this podcast! Wish he was a family member but this is close second 😁
36:30 the book might be Everybody Lies by Seth Stephens-Davidowitz
This was the greatest ep ever!
@shaan did you ever help your personal trainer build his daily email platform? I think about this way to often.
Seriously doubt if the key makes much difference to Pandora. More likely tempo, harmony, melody, lyrics. Probably lyrics primarily, because most people listening to popular music are too musically insensitive to respond to much beyond lyrics and a very obvious "beat". Otherwise, they would be listening to jazz and/or classical music and would be beyond lyrics entirely.
Who you wearing Shaan? Love the contemporary youthful 90’s revival style. ❤
ChatGPT is far from a reasoning engine. It has the appearance of reasoning but all it does is approximates the best response given it’s knowledge base and how it was fine tuned with human feedback.
great show , congrats everyone
MFM & Dharmesh needed this one!
Dharmesh never fails to impress man. Every word he says is like pure knowledge gold!
The way Dharmesh described vector embedding sounds like a network of dendrites and synapses in the brain. Very similar.
Fascinating. I’m doing m & a of small companies in eu and add ai to streamline costs and create more efficiency. I’ll look into this. Great channel. The the point about dating.…… definitely a I in a while will improve the efficiency in which we find partners closer to our house own state of”perfection”. well, this may lead to a more boring world, because what is life without its journeys ?
Bro he is moving so much. I love it. Excited as heck.
I will forever be indebted to you you've changed my whole life continue to preach about your name for the world to hear you've saved me from a huge financial debt with just little investment, thanks s0
much Mr Yuval Eric Brokman;
His method is accurate and demonstrates that you have a lot of expertise; it is critical to work with a professional while investing, especially as a newbie; this is why I also work with Yuval Eric Brokman
google his name..
Yuval Eric Brokman.
search his full name.
you will find his webpage.
Super Super Dope and informative!! I loved every minute of this podcast!!!! Thank youuu!! Mo😊