A.I. Researchers Are Making More Than $1 Million, Even at a Nonprofit Both were recruited from Google. ......... 22,000 people worldwide have the skills needed to do serious A.I. research — about double from a year ago. ......... They recruited several researchers with experience at Google and Facebook, two of the companies leading an industrywide push into artificial intelligence. .......... “I turned down offers for multiple times the dollar amount I accepted at OpenAI,” Mr. Sutskever said. “Others did the same.” He said he expected salaries at OpenAI to increase as the organization pursued its “mission of ensuring powerful A.I. benefits all of humanity.” .......... OpenAI spent about $11 million in its first year, with more than $7 million going to salaries and other employee benefits. It employed 52 people in 2016. ........... Some researchers may command higher pay because their names carry weight across the A.I. community and they can help recruit other researchers. ........ “When you hire a star, you are not just hiring a star,” Mr. Nicholson of the start-up Skymind said. “You are hiring everyone they attract. And you are paying for all the publicity they will attract.” ......... And another researcher, Andrej Karpathy, left to become the head of A.I. at Tesla, which is also building autonomous driving technology........ In essence, Mr. Musk was poaching his own talent. Since then, he has stepped down from the OpenAI board, with the lab saying this would allow him to “eliminate a potential future conflict.”
You’re the founder/CEO of a $75M+ revenue company. You not only have PMF, you are the leading player in your category, a category that you created. You raised a humongous round in 2021 so while you’re not profitable, you have 5+ years of runway. Life is…
You’re the founder/CEO of a $75M+ revenue company. You not only have PMF, you are the leading player in your category, a category that you created. You raised a humongous round in 2021 so while you’re not profitable, you have 5+ years of runway. Life is peachy, right?
Not so fast. You have 3 problems:
(a) Your growth has slowed down as buying cycles have lengthened. You were growing 50-70% YoY, now it’s 10-20% YoY. This dramatic, unprecedented slowdown has made you question your TAM, your category, everything.
(b) Your new investors from 2021 - remember them? - are pushing you to grow faster. They want to see their investment grow 3x in 3 years. You don’t want to tell them that it’s instead probably shrunk by 70% in the last two years.
(c) Your execs and employees are growing nervous. They’re questioning what the real value of the company is. You don’t have good answers for them.
What do you do? Do you pour fuel on uncertain growth, increase your burn, shorten your runway? Or do you cut back, become profitable, grow more predictably? How do you mollify your stakeholders?
It’s April 2023. You stand at the floor-to-ceiling windows of your penthouse (bought with the proceeds of your secondary sale in 2022), pondering these fundamental questions as you look out at the glittering (SF / NYC / Miami / London / Bengaluru) skuline. Your board meeting is this coming week. What is your strategy? What will you communicate to them?
As the CEO of a company that has seen a significant slowdown in growth and is facing pressure from investors and employees, it's essential to come up with a strategy that can address these concerns while ensuring the long-term success of the company.
Firstly, I would focus on understanding the reasons behind the slowdown in growth. I would review our current product offerings and see if they are still meeting the needs of our target customers. I would also evaluate the competition to identify any emerging trends or changes in the market that we need to adapt to.
Secondly, I would communicate with our investors and stakeholders transparently about the challenges we are facing and the steps we are taking to address them. I would explain that our primary focus is on long-term sustainability and that we will not compromise on this by taking short-term measures that could harm the company in the long run.
Thirdly, I would explore ways to increase revenue and profitability without compromising our product quality or brand value. This could involve exploring new revenue streams or optimizing our existing processes to reduce costs.
Finally, I would prioritize employee morale and motivation by fostering a culture of transparency and open communication. I would make sure that every employee understands the company's vision and is aware of the steps we are taking to address our challenges.
In summary, my strategy would be to take a cautious approach while maintaining a long-term perspective. I would focus on understanding the reasons for our growth slowdown, communicate transparently with investors and stakeholders, explore new revenue streams, and prioritize employee morale and motivation.
Kind of interesting seeing all of these products pop up saying “train ChatGPT on your docs or website”
Technically no one can train ChatGPT on your data. OAI doesn’t have an option for it. Really all that those products do is embed your content and prompt ChatGPT
I created a GitHub repo for the community to submit examples of fully working ChatGPT Plugins in multiple programming languages: https://t.co/U8vvWerMDe
China has a very filtered Internet. But ChatGPT is, can be offline. So does it not completely melt the Chinese firewall? Will not the Chinese now have full access to all of the Internet, or at least the Internet upto the year 2021, or whenever the cutoff date is?
I gave ChatGPT access to my file system through a plugin, and I asked it to create custom lessons for learning French.
It took some back and forths, but it was able to create 6 chapters with 50 lessons total, complete with vocab sections, exercises, and sample answers 🤯 pic.twitter.com/qsCQ5XMdvO
I was just on the phone with my Mom. She's selling her house and asked if I could help her write a really good listing, so I walked her through getting set up with ChatGPT. We asked...
"I'm trying to sell my house, can you help me write a…
I asked the new ChatGPT browsing extension to find me some money. Within a minute, I had $210 on the way to my bank account from the California Government. (1/4) pic.twitter.com/mxfd8yOHAP
“We're partnering with Google Cloud to support the next phase of Anthropic, where we're going to deploy our AI systems to a larger set of people,” said Anthropic CEO Dario Amodei. “This partnership gives us the cloud infrastructure performance and scale we need.”
Hello @AnthropicAI I applied for your open position of Prompt Engineer. I just wanted to let you know, in a few short days I will be able to say I have written the book on prompt engineering. I am working on a textbook. Will publish on Amazon. Please accept my application.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
I did not know that. All I have is an idea.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
In 2010, Paul Graham and I were featured in the same BBC article.
I did not know that. All I have is an idea.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
The best way to prepare yourself for a career in venture capital is to start a startup. But if you do that well enough, you won't need a career in venture capital.
— U.S. Ambassador Dean R. Thompson (@USAmbNepal) April 1, 2023
One difference between worry about AI and worry about other kinds of technologies (e.g. nuclear power, vaccines) is that people who understand it well worry more, on average, than people who don't. That difference is worth paying attention to.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
Today @cjoneslevy and I are launching our new podcast, The Social Radars! Be a fly on the wall as we get the inside story from successful startup founders. https://t.co/XC2DJyEpY3
You are just getting started. 10 internet-size technologies now move in parallel. Imagine all the cross-pollinations.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
How Y Combinator Started I don't think we've ever managed to remember our birthday on our birthday. ......... The VC fund was doing what now seems a comically familiar thing for a VC fund to do: taking a long time to make up their mind. ......... As we turned onto Walker Street we decided to do it. I agreed to put $100k into the new fund and Jessica agreed to quit her job to work for it. Over the next couple days I recruited Robert and Trevor, who put in another $50k each. So YC started with $200k. ........... The company wasn't called Y Combinator yet. At first we called it Cambridge Seed. ........ Initially we only had part of the idea. We were going to do seed funding with standardized terms. Before YC, seed funding was very haphazard. You'd get that first $10k from your friend's rich uncle. The deal terms were often a disaster; often neither the investor nor the founders nor the lawyer knew what the documents should look like. Facebook's early history as a Florida LLC shows how random things could be in those days. ........ We started Viaweb with $10k we got from our friend Julian Weber, the husband of Idelle Weber, whose painting class I took as a grad student at Harvard. Julian knew about business, but you would not describe him as a suit. ............ In return for $10k, getting us set up as a company, teaching us what business was about, and remaining calm in times of crisis, Julian got 10% of Viaweb. I remember thinking once what a good deal Julian got. ............ we wanted to learn how to be angel investors, and a summer program for undergrads seemed the fastest way to do it. No one takes summer jobs that seriously. The opportunity cost for a bunch of undergrads to spend a summer working on startups was low enough that we wouldn't feel guilty encouraging them to do it. ............. The structure of the YC cycle is still almost identical to what it was that first summer. ............ We never expected to make any money from that first batch. We thought of the money we were investing as a combination of an educational expense and a charitable donation. But the founders in the first batch turned out to be surprisingly good. And great people too. We're still friends with a lot of them today. ............ It's hard for people to realize now how inconsequential YC seemed at the time. .......... Jessica and I invented a term, "the Y Combinator effect," to describe the moment when the realization hit someone that YC was not totally lame. When people came to YC to speak at the dinners that first summer, they came in the spirit of someone coming to address a Boy Scout troop. By the time they left the building they were all saying some variant of "Wow, these companies might actually succeed." .......... it took a while for reputation to catch up with reality ....... That's one of the reasons we especially like funding ideas that might be dismissed as "toys" — because YC itself was dismissed as one initially. ........ The density of startup people in the Bay Area was so much greater than in Boston, and the weather was so nice. ........ Plus I didn't want someone else to copy us and describe it as the Y Combinator of Silicon Valley. I wanted YC to be the Y Combinator of Silicon Valley. So doing the winter batch in California seemed like one of those rare cases where the self-indulgent choice and the ambitious one were the same........ we didn't have time to get a building in Berkeley. We didn't have time to get our own building anywhere. The only way to get enough space in time was to convince Trevor to let us take over part of his (as it then seemed) giant building in Mountain View. .......
The first dinner in California, we had to warn all the founders not to touch the walls, because the paint was still wet.
I have been a long time subscriber to Anand's newsletter, easily over a decade. I feel like his particular expertise is a vastly under-monetized resource. He data crunches his way to amazing insights into many tech sectors today and his projections into the future are also insightful.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
(1) What does your API offer? (2) How many do you have? (3) How much office space? How many workstations? (4) I have been a long-time subscriber to your newsletter. Easily over a decade. Super impressed. But have long felt your expertise is vastly under-monetized.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
Sent you an email. Tweets are not the best always.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
@agazdecki I'd like to interview and profile some of your Founder CEOs for my tech blog. Can you please make some introductions? Over Twitter is fine. Thank you much. And don't believe everything ChatGPT tells you. (Reference: AirBnB #joke)
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
sorry - we're in NYC
some sectors/spaces folks are or could use our data:
* recruiting * sales intelligence * supply chain risk * pvt stock secondary markets * tech/IT procurement * ABM * alt data to hedge funds
Hello Halle. (wait, was not trying to rhyme or anything) I'd like to profile you for my tech blog. Would appreciate a time slot to ask some questions. Phone or email both are fine.
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
She believed she could but she lacked access to affordable childcare so she did not.
I am amazed by the public health measures in Tokyo:
🚕 Air quality meters in taxis 💨 Air purifiers in restaurants 🍽️ Partitions on cafe tables 🌡️ Temp checks 🙌 Hand sanitizer everywhere 😷 Everyone masks pic.twitter.com/4cAbiQL5uW
For @wsj to say flat out that SVB could have failed because they added non-white men to their board shows how far behind the times (and certifiably stupid) this publication really is. It makes me so angry and very sad. WSJ readers and staff deserve better. pic.twitter.com/ppbcugJNhW
FOUNDERS: please read these tips to safeguard your mental health.
Written by a trauma specialist who is also a founder - Grin Lord, CEO of mPathic. Can’t find her on Twitter so will link to her LinkedIn below. pic.twitter.com/lnveE6hnKm
i love going to a grocery store without an agenda. it’s such an information rich environment to aimlessly wander through. spend time with every item. stare at a single shelf. pic.twitter.com/C23KpP4y5G
What is the science on this? Is there a recommended upper limit? What is your take?
— Paramendra Kumar Bhagat (@paramendra) April 3, 2023
As $ hegemony falls #bitcoin rises. This sign is far bigger than flashy lights. It is a taste of victory. We earned it brothers and sisters and we deserve it. https://t.co/t0qL7Jm8A7
Everyone needs to calm down about war with China, Gen. Mark Milley said. The Joint Chiefs chairman warned against the rise of “overheated” rhetoric of a looming U.S. war with China, and he said he doubts China’s chances of “conquering” Taiwan. https://t.co/Q0Iqw3LA1o
— Bonnie Glaser / 葛來儀 🇺🇦 (@BonnieGlaser) April 2, 2023
NY Times is being incredible hypocritical here, as they are super aggressive about forcing everyone to pay *their* subscription
Our beliefs about what others think have consequences.
87% of Saudi men privately agreed they supported women working, but 70% thought other men were less supportive. When they learned the real support, 6 month employment among their wives went up 179%. https://t.co/fXGTZVNVlopic.twitter.com/29xNx8MPrq
Two Martians walk into a bar, and Elon Musk turns to the other Martian and says, "I heard Earth is flat." The other Martian looks at him incredulously and says, "Elon, you're an alien! You've seen the curvature of the universe with your own eyes!" Elon just shrugs and says, "Eh, I guess I just haven't been paying attention." The bartender overhears this exchange and chimes in, "Well, I guess this bar is the only place flat-earthers are welcome."
According to some surveys the expectation that they should be thin is learned by girls as young as six. The tragedy is that there is no escape
This is a great ruling – it will spur innovation, help grow our economy, and give workers on H1-B visas and their families the stability they need to succeed. And personally something I’ve been proud to advocate for!https://t.co/Fx1Mro4h8B
Right in front of our eyes - these last few weeks & months, and for the rest of the year (if not the decade) we are living through a "Cambrian Explosion" of creativity and possibility.
Via historyofcinema Besides turning 90 years-old this year. Sir Michael Caine also celebrated 50 years of marriage with his wife Shakira. As a Christian married to a Muslim he says "no questions or issues ever come up" & describes his wife's beliefs as "very benign & peaceful." pic.twitter.com/yc4yYe2bU9
— Paramendra Kumar Bhagat (@paramendra) April 1, 2023
You are in my hometown, Ambassador! (also said the same to your predecessor!)
— Paramendra Kumar Bhagat (@paramendra) April 1, 2023
“Life has its ups and downs. When you are up, enjoy the scenery. When you are down, touch the soul of your being and feel the beauty.” ― Debasish Mridha pic.twitter.com/sCZwZXgFCM
GPT-4 Is a Reasoning EngineReason is only as good as the information we give it ......... there are at least two important components to thinking: reasoning and knowledge. Knowledge without reasoning is inert—you can’t do anything with it. But reasoning without knowledge can turn into compelling, confident fabrication. .......... Even though our AI models were trained by reading the whole internet, that training mostly enhances their reasoning abilities not how much they know. And so, the performance of today’s AI models is constrained by their lack of knowledge. .......... GPT models are actually reasoning engines not knowledge databases. .......... if you want to make an investment that indexes the success of companies building in AI as a whole, one smart move would be to invest in a vector database provider, or a basket of them. (Alternatives might be to invest in OpenAI, or a basket of large cap software companies like Microsoft and Google that build AI, or chipmakers like NVIDIA that build the GPUs that AIs run on.) ......... AI’s advancement is a raindance that calls forth capital from Patagonia vest wearing angels. ....... People have been saying that data is the new oil for a long time. ........ We tend to underappreciate the significance of the input—what information we feed it to produce those results. Its answers are largely dependent on the information we make available to it for analysis. It’s only as powerful as its starting point. .
OMG! The weight of Big Ben has caused Elizabeth Tower to bow. Thanks to @origiful for capturing this breaking news from London! 😉 pic.twitter.com/QNpV6A3ULK
America and today’s Chinese regime will never agree about Taiwan. But they do share a common interest in avoiding a third world war. Somehow, the two rival systems must find a way to live together less dangerously
How to avoid war over Taiwan A superpower conflict would shake the world ......... Europe is witnessing its bloodiest cross-border war since 1945, but Asia risks something even worse: conflict between America and China over Taiwan. Tensions are high, as American forces pivot to a new doctrine known as “distributed lethality” designed to blunt Chinese missile attacks. Last week dozens of Chinese jets breached Taiwan’s “air defence identification zone”. This week China’s foreign minister condemned what he called America’s strategy of “all-round containment and suppression, a zero-sum game of life and death”. ........... Is it willing to risk a direct war with another nuclear power to defend Taiwan, something it has not been prepared to do for Ukraine? And by competing with China militarily in Asia, could it provoke the very war it is trying to prevent? ........ China could use “grey-zone” tactics that are coercive, but not quite acts of war, to blockade the self-governing island and sap its economy and morale. Or it could launch pre-emptive missile strikes on American bases in Guam and Japan, clearing the way for an amphibious assault. Since Taiwan could resist an attack on its own only for days or weeks, any conflict could escalate quickly into a superpower confrontation. .......... a war over Taiwan could involve a new generation of arms, such as hypersonic missiles and anti-satellite weapons, causing untold destruction and provoking unpredictable retaliation ........... Taiwan is the world’s essential supplier of advanced semiconductors. America, China and Japan, the three largest economies, and among the most interconnected, would deploy sanctions, crippling global trade. America would urge Europe and its other friends to impose an embargo on China. .......... War is no longer a remote possibility .......
President Xi Jinping has told the People’s Liberation Army to be ready for an invasion by 2027, says the CIA.
.......... The military balance no longer so clearly favours America as it did in the 1990s. And public opinion has shifted in Taiwan, not least because of how China has snuffed out freedoms in Hong Kong. Only 7% of Taiwanese favour reunification. .......... Both sides are shoring up their positions and trying to signal their resolve, with destabilising consequences. ......... the mysterious severing of undersea internet cables to remote Taiwanese islands. .......... Top American and Chinese defence officials have not spoken since November. During the recent spy-balloon incident, a “hotline” failed when China did not pick up. ......... The island is admirably liberal and democratic, and proof that such values are not alien to Chinese culture. .......... A botched invasion, however, would cost Mr Xi and the Communist Party dearly. ........ The goal should not be to solve the Taiwan question, but to defer it. .......... The first 15 years of the American-Soviet cold war featured a terrifying mixture of brinkmanship and near-catastrophic mistakes, until the Cuban missile crisis prompted a revival of diplomacy...... the two rival systems must find a way to live together less dangerously.
Google Bard is about to get supercharged the current metaphorical Lebron James of large language models: GPT-4........ Training a large language model on outputs from someone else's large language model is a little like photocopying a map and calling yourself a cartographer — not a good look.
According to Hindu mythology, Ganesha did not write the Mahabharata, but he played a crucial role in its composition.
It is said that the sage Vyasa wanted to write the Mahabharata, but he faced a significant challenge: the epic was so vast and complex that he could not remember it all. Therefore, he needed someone who could write down the verses as he dictated them.
That's when Lord Brahma suggested that Vyasa seek the help of Lord Ganesha. When Vyasa approached Ganesha, the elephant-headed deity agreed to assist him on the condition that Vyasa would recite the verses continuously without pause. Vyasa agreed, but he also set a condition of his own: Ganesha had to understand the meaning of each verse before writing it down.
The writing process then began, with Vyasa reciting the verses and Ganesha writing them down. Whenever Vyasa needed a break to compose a new verse, Ganesha would ask for clarification on the previous verse's meaning. This way, the entire epic was composed with Ganesha as the scribe and Vyasa as the author.
This story is considered a metaphor for the idea that writing or creating anything significant requires collaboration and mutual understanding between different talents and perspectives.
In the first part of the epic poem Mahabharata, it is written that the sage Vyasa (Vyāsa) asked Ganesha to transcribe the poem as he dictated it to him. Ganesha agreed, but only on the condition that Vyasa recite the poem uninterrupted, without pausing.
Even though Vyasa is said to be the author of the epic, the physical writing of this great work of literature is attributed to Ganesha. The story goes that Vyasa had the entire story planned out in his head but knew what a daunting task it could be to write it down. And so he prayed to Brahma to help him out. On Brahma’s suggestion Vyasa then sought out Ganesha, the god of wisdom and knowledge, to write out the epic........... Ganesha agreed but said that he had but one condition: that Vyasa shouldn’t dictate without interruption. Should Vyasa stop, Ganesha proposed, he’d drop the task right there and leave. Vyasa agreed but put his own counter-condition: that Ganesha should first understand what was being dictated to him before writing it out......... The elephant-headed god agreed and thus began the greatest literary collaboration. Vyasa narrated the story of the Mahabharata and Ganesha kept writing as furiously as Vyasa kept dictating. In fact at one point, the reed he was using to write broke and Ganesha was left without a writing instrument. To continue without interruption, Ganesha is believed to have broken one of his tusks, dipped it in ink and simply continued as if nothing had happened. This is the reason why Ganesha is depicted with a broken tusk today. .......... There were occasions when Ganesha had to pause for brief moments to understand the complex compositions of Vyasa before writing them down. This was the only time that Vyasa had a moment to breathe. ........ And so, after three long years of constant dictation, Vyasa completed the epic with Ganesha having written down every single word and verse after having understood its entire meaning.