IshaanBhola
@ishaanbhola
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Building Enterprise AGI @_superAGI .
Palo Alto, CA
Joined March 2011
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Lol.. Founder of “hot AI research startup”
@MultiOn_AI
@DivGarg9
poaching researchers from SuperAGI but not checking to see if one of the co author researcher is founder himself 😂
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Today Chat has become the de-facto interface for AGI experience. However, it is as much inhibiting as the CLI was in the 70s
When Steve Jobs evangelised GUI, it made computers accessible to a much wider audience..
We are experimenting with TUI (Transformational User Interface)
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Beauty of capitalism is that it has institutionalised the concept of 'helping others'
All companies & individuals under capitalism are helping each other ( delivering value ) & keeping a track of the help provided using a number ( money ) ..(1/2)
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Everybody wants to be successful, but very few do the simple exercise of defining what does success look like and we keep chasing some amorphous absract concept which always seem out of grasp
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I love
@ColdFusion_TV
as a youtube channel but was skeptical about taking up this book, and I am so glad I did. Dagogo has brought the same fast paced, interesting and well researched scientific and business paradigms into a bite sized book format which is hard to put down
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1/n What 1.5 years of sabbatical and travel around the world taught me :
I was 26 and burnt out from lot things - my work, personal life & things in general. Before this burn out, I had always been in the mode of 'always doing things', I couldn't imagine myself
taking a break
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As an entrepreneur, building in the down markets is so much easier and satisfying- access to larger talent pool, lower cacs due to focus on organic channels and lower performance market spend from competitors, focussing on product led growth, driving organisational efficiencies
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Superexcited about upcoming
@_superAGI
&
@llama_index
integration
Using this integration, SuperAGI agents can ingest any unstructured data ( documents, raw text files, pdfs, videos, images ),
structured data ( Excel, SQL etc )
or semi-structured data ( Slack, notion etc)
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We under estimate the genius of actors. Didn't see this line coming from Mathew McConaughey
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Entering final frontier… technology that builds more technology
Recursion is real
Launching SuperCoder
⚡️ Announcing SuperCoder 2.0: Open Source Autonomous Software Development ⚡️
Try it out here: 🚀
Introducing SuperCoder, an open-source autonomous software development system. It combines coding agents built on the SuperAGI agent framework and an
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“Finding product/market fit is like when smoke suddenly appears after you’ve been rubbing two sticks together for a long time. Now it’s all about protecting — and fanning — that feeble flame.” –
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Working on pretty slick capability of agents to do realtime generation of ui for task to be done
demo soon 🔜
Agents are not just eating the software. They are chewing, consuming, gorging, devouring and ingesting it
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Metaverse and Outer-earth Universe, two last frontiers for humans. Zuck is going after one with Meta and Elon is going after other with SpaceX
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Excited to partner with
@jerryjliu0
and
@llama_index
Here's how using
@_superAGI
&
@llama_index
integration, our AI agents can now ingest data from:
📄 Structured data sources: CSV, SQL, Excel, etc
📖 Un-structured sources: docx, pdf, epub, etc
or even 📑 Semi-Structured sources:
@SlackHQ
and
@NotionHQ
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We have 🚀 launched SuperCoder 🤖 <⚡️ > - An agent template type which can create coding projects based on objective and instructions with one shot or multiple shot approach with feedback
🔥Check it out here :
📝 It can create specs of the project using
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@_superAGI
's AGI Leap Summit lighting up Bay Area..
If you are a researcher working on deep AGI and agentic areas, join the largest AGI research focussed event on 29th Feb
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Agents are kernels of micro autonomous intelligence which are capable of doing lot of intellectual and knowledge work heavy lifting
But key for agents to perform well is to have deep specialisation in one task and having the context of that task embedded & in-context learning
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System has worked so well that entities are fighting it out with other entities to provide help (competition), & spending large chunk of their earned score to find newer ways of helping ( RnD & innovation) in a common meta space ( market)
(2/2)
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People don’t burn out by work, they get burnt out by doing work they don’t want to do
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Excited to speak along side
@SigGravitas
@yoheinakajima
@philipvollet
@antonosika
and other stellar Agentic AI OGs
Starting in few hours
🔔 AutoGPT Arena Hacks begins in just a few hours! Here's our amazing lineup of speakers 🐙:
🎙️
@SigGravitas
@silennai
@ishaanbhola
@philipvollet
@antonosika
@itamar_mar
@swyx
@yoheinakajima
@AlexanderWu0
You can see all the timings on our website 👉
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It was great interacting with you today
@rahulchandra77
Thanks for coming down and sharing your valuable insights
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Note to self - Monthly goal setting and retrospective might seem trivial at early stages, but if done with discipline and regular cadence, it can turn the company into an execution machine
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Memory and compute / intelligence in traditional software setup were discrete artefacts , but in AI native software you can’t RAG your way to generalised intelligence. What you need is combining intelligence with persistence within the same entity. Retrieval of memory doesn’t
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"If you need to improve it, start measuring it."
Agents today need significant improvements across multiple dimensions including:
😵💫 Hallucinations
🚀 Agent trajectory optimisation
🔎 Model and agent action orchestration
📤 Embeddings access, and also
💸 Cost optimisation
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As software becomes more autonomous and integrated with AI, the shift from seat-based to action-based pricing is not just inevitable but necessary
seat-based pricing has been oriented towards maximizing user count rather than emphasizing efficiency or automation. This model
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We need new type of large models for coding - Large Coding Models or LCMs
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Extremely trivial yet insanely hard to follow advice I received from one my mentors few months back
It almost has a lyrical and rhythmic tone and rhyme to it which almost makes it worth chanting :
" Do very very few things really really well "
Everything else seems a
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CEO tip : Resist the urge to lead by example every time something has to be executed. You are not suppose to be hero, but a system builder.
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For Agent to win against legacy software, it needs to add layer of system of record faster than legacy software layering system of autonomous action
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So Google Pay has launched a micro app marketplace on it's payment app called 'Spot', and Google's partnership guy by mistake called it 'G Spot' in the meeting..TWICE !! 🤦♂️
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Always good to be back at IIT R for hiring, even though remotely this time
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RAGs or Retrieval Augmented Generation was Step 1,
Step 2 is RAGA - Retrieval Augmented Generation & Actions
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Your goals should focus on customers instead of financial metrics. If you solve for customers, financial success will entail
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Your calendar is where your strategy manifests into execution
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Autonode - one of the key infrastructure component behind autonomous agents is fully opensource now
Let’s Fucking Go 🔥
#AgeOfAgents
⚡AUTONODE is now opensource! ⚡
A self-operating autonomous system designed to automate web interactions, RPAs, and data extraction processes by leveraging OCR (Optical Character Recognition), YOLO (You Only Look Once) models for object detection, and a
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When people start providing services on top of a product you have built 🙌
#EmailMarketing
#ecommercemarketing
#AI
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Built this front end screen end to end in Next Js using SuperCoder by SuperAGI in 3 mins with complete CSS and typescript code !
Autonomous software development is here 🚀
Check it out at
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Entrepreneurship for most part is psychological oscillation between euphoria and terror
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People use the word 'pivot' a lot for startups as if there is some imaginary axial shaft around which they can neatly rotate their strategy, while in reality it is more akin to complex messy maneuvering of company's sail, with hope that macro headwinds & market waters are kind
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Folks are creating economic policies using autonomous agents with
@_superAGI
. Couldn't have predicted this use case
#AutonomousGovernment
@OpenAI
GP4 with the help of
@_superAGI
also provided a briefing on the UK Economy while GPT4 was exploring new economic theories. GPT4 gathered data from public sources, ensuring accuracy and reliability. Excited to witness if some of its predictive insights prove to be accurate
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Historically AI Summers ( period of rapid progress and optimism in the field of artificial intelligence where there is significant advancement in AI technology, increased investment from both public and private sectors, and widespread enthusiasm about AI's potential applications
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Great executives are almost schizophrenic with having both sense of urgency to get things done and patience to play the long term game
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Cold Outreaches - I got my internship in London during college via this , helped me land work with India's foremost Billionaire, helped me get almost all my mentors, helped me get most of my early customers.
Outreaching is deterministic and you can literally control your destiny
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AI is probably the biggest invention post electricity or the internet and as a field, it is moving really really fast, with new developments happening every other week.
But the issue with such a fast pace of technological development is that it is pretty hard to keep up with the
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Disproportionately high value is found in either stark simplicity or extreme complexity. In-between space is usually filled with mediocrity
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Multi Modality , MAS systems and Post Transformer Architectures are some key themes we at
@_superAGI
have been doing active research in.
All are table stake ingredients for autonomous agents and systems
Highly recommend this deep dive into each by
@ashugarg
Next couple of
I’ve been in the AI trenches since 2009, and LLMs are certainly a game-changer. But they also seem to be a warm-up act for the main event—the next cycle of AI innovation, coming in the next 12-18 months.
Here are 3 areas we’re looking at to fuel this cycle, where founders can
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Im convinced that 'courage' is the highest of virtues, because anyone can be generous when they are rich, anyone can be loyal till they know it is rewarded, anyone can be compassionate to people who have done them no wrong, anyone can be patient when they are not missing last
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Transformers, AutoGPT, AI generated text based metaverse, synthetic influencers, positional encoding...some of keywords being overheard while Gen AI builders break out for lunch
#GenerativeAI
#GenAIHack
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'Internet' s Own Boy' is a reminder that everything that you see around shouldn't be the way it is, especially if it's wrong
#AaronSwartz
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<⚡️>SuperAGI 🔥🔥🔥
⚡️ Exciting news 🗞️🙌 Our research paper on AUTONODE: A Neuro-Graphic Self-Learnable Engine for Cognitive GUI Automation is accepted in
@IEEEorg
7th International Conference on Multimedia Information Processing and Retrieval MIPR 2024 by
@ComputerSociety
The conference will be
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Every year SAP sells $25B usd of ERP software and a basic installation of SAP has 20,000 database tables, 3,000 of which are configuration tables. In those tables, there are ~8,000 configuration decisions you need before even getting started !!
Unbundling of SAP is inevitable
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First phase of AI was led by Prompt > Reason > Generate
Second phase of AI would be led by Sense > Reason > Act
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When you provide a Harry Potter themed support conversation to your customer as you know he is a Harry Potter fan
#CustomerDelight
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Everytime I read Meditations by Marcus Aurelius, I tend to discover some nugget of insight which might seem trivial, yet is incredibly deep.
Those are the best kind of books, where every re read leads to some new aspect unravelling
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Being nice is like paying life in hard mode .You will be taken advantage of, you will be betrayed, you will be considered weak, you will called naive, your enemies will laugh temporarily at you. But it is only by playing in hard mode that you feel truly content by the end of game
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@rileybrown_ai
If you listen to recent podcast of Marc with Sriram, he talks about how every child growing up will have a virtual ai friend who would be used for entertainment and education. My sense is is a16z bet on that future as company builds out a personalised
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This book should be a mandatory read for all science students. It's ironic that we are taught classical mechanics before even giving a flavour of quantum mechanics when latter is closer to truth and former an approximate abstraction
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As I work on my investment skills, in the hindsight, my best investment ever has been 1 year sabbatical I took where I traveled across the world solo while reading almost a book a day. Nothing even comes close.
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Entering 2024 and with AI agents beginning to cross the chasm , there will be only two kinds of SaaS companies :
1. Those who know they are dead
2. Those who don’t know it yet
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Embedding deep malware based kill switches by every nation state into their adversary's critical infrastructure is the modern day equivalent of nuclear stalemate
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I really wish there was an exam in school where I would get a problem and then I have to decide whether I want to solve it using maths or sociology or literature or any of the subjects and their combinations.
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Software business which has historically enjoyed best gross margins and have consistently taken highest stack rank wrt intellectual property artefacts is facing unprecedented headwinds due to deflationary force brought about by AI
Personal computing which was initiated by the
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According to Netflix about 40 million watched S3 of Stranger Things in first 4 days. If we take avg $8 for movie ticket price, then analogically Stranger Things grossed $320 million, making it the 21st highest movie opening of all time ahead of Harry Potter, Transformers, Avatar
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Speed at which OpenAI ships is just wild
- new GPT-4 and 3.5 Turbo models
- function calling in the API (plugins). Can clearly see world becoming more 'Agentic' with this
- a whopping 75% price reduction on V2 embeddings models
- 16k context 3.5 Turbo model 🔥
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People don't dislike coming to office, they dislike being directed to come to office at pre dictated time from a commute that needs to happen only at rush hours for work that easily could have been done remotely.
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One or two insights with extremely high conviction are way more valuable than lot of insights you feebly believe in
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Being close to the customers and being solution first seems like a good strategy when technical flux is high during platform shifts
Products are just means to an end
@vaibhavbetter
@benedictevans
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Copilot is an incumbent AI strategy
New age AI native products wouldn't be just sidekicks to existing software
New architecture of computing requires reimagining the entire application layer
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@MehtabKarta
Hey
@MehtabKarta
I am co founder of
@ContloHQ
. If you check out our G2 reviews , all the customers talk about how we are the best alternative for Klaviyo in the market
Happy to connect and give personalised demo for you
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It's funny that one of the most important skill of modern capitalist society - 'delegation' is never taught in schools, colleges or even MBAs. It's always all about YOU doing the assignments, YOU writing the tests vs getting work done from others in right balanced fashion
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Software is human thought encoded and repeated every time software is instantiated and run
AI is human ‘how to think process ‘ encoded and repeated every time model is instantiated and run
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At one point Fab furnish, Zimply ( my startup) ,Urban Ladder & Pepperfry were vying for the top spot in Home Ecommerce market, now only one of them survives as a standalone company
Entrepreneurship is a long hard journey & lot of it distils down to preseverance execution & luck
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CEO tip : Good managers do project reviews, task reviews and performance reviews with their direct reportees, GREAT managers do ‘Calendar reviews’- coaching them how they should spend their work time, which meetings they should take , what cadences and motions they should adopt
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Best intelligence product we got when we kept code as core primitive was Wolfram alpha and when we removed those we got ChatGPT
Best tech products will have zero or near zero lines of code
Software is dead
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Books like this and iWoz break the myth that it is one charismatic visionary founder who single handedly makes an institution. Real messy work is done behind the scenes by a team of relatively unsung heros
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Cost of training models undergoing an exponential downward spiral will be key defining axis and Moore's law of the new AI native economy. Took $30m to train gpt3 with 175b parameters.
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ChatGPT plugins not achieving PMF tells about fact that customers don't want their apps inside ChatGPT but ChatGPT inside their apps
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Ultimate career question : Are you an
Allocator - generalist, high EQ, knowledge across domains, divergent thinking, patience, analytical, skeptical
or a
Creator - Specialist, high IQ, deep knowledge into a domain, convergent thinking, doggedness, irrationality, optimist
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Proud to get featured in AI Tool Landscape for maximising business growth
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Weekend vibes - podcasts 🔊, books 📚and bit of artisian cooking 👨🍳
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How I Built This by
@guyraz
is not just a book, it's manifestation of the larger movement of entrepreneurial spirit and the authentic stories behind those journeys. Have been a fan of the podcast and equally, if not more, impressed by the book as well.
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I asked ChatGPT to explain this paper about Embodied language models to me in the form of a short story. I am never going to read complex research papers any other way
Here is the story :
Once upon a time, in the realm of artificial intelligence, there
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Release of research paper ' Attention is all you need' by Ashish Vaswani was as seminal a moment as release of 'Bitcoin: A Peer-to-Peer Electronic Cash System' by Satoshi Nakamoto.
It's amazing how time is reducing from breakthrough > research paper > end customer adotpion
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I created this art within 10 mins & input required by me involved giving the initial prompt and then double clicking on versions which were closer to my imagination
I think we are entering into new age of AI Digital Renaissance powered by Generational Artificial Neural networks
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