The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 2,620 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 7 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Kumar: India's Real GDP Growth Is 1.5% to 2%, Not 7%
“So, 55% of the production from the organized sector may be rising at seven percent. That gives you 3.75% rate of growth. But the 45%, which is from the unorganized sector that is declining at five percent, that gives you -2.25. So your real rate of growth is n…”
Kumar: India's actual post-demonetization GDP growth is only 1.5% to 2%
“So our rate of growth is not six, seven percent as the government would like us to believe, but since demonetization, the average may be two percent or one and a half percent or something thereabouts, huh?”
Western agencies funded India's first ultrasound imports to curb population growth
“They basically, these whole bunch of these Rockefeller, Ford, even some UN agencies were involved in this, and they basically imported with their funding ultrasound machines. And they basically said that, look, this is great. Why don't you allow parents to act…”
Kumar: Most milk in India exceeds regulatory aflatoxin limits
“There is a food safety standards, ok, guideline on what is the limit of aflatoxin. Most of the milk in the country is above, ok, that limit.”
Jain: Sierra and Decagon's reported ARR is contracted, not deployed at scale
“And the reality of a lot of, in full reality, a lot of the so-called ARR that you see with some of these companies that you mentioned is actually contracted ARR. So none of this is ever actually deployed in production at scale. Find me one real customer from a…”
Microsoft used customer chat data to train AI models in 2023
“Nobody was doing this in 20, 23, not even Microsoft. Microsoft was using chat data to train the model.”
Nariyawala: Matic is the only shipping consumer robotics company in the US
“For all practical purposes, we are the only consumer robotics company that is shipping in the United States, and ironically, the largest consumer robotics company in the United States.”
Siddharth Ahluwalia claims developers ignore enterprise-purchased Copilot, Codex, and Cursor
“Cursor Codex by OpenAI and Copilot by Microsoft, they have all sold to the enterprises. But developers are not using them.”
Jindal: Large enterprises have more AI agents in production than tech startups
“Observability you need it when you have something in production, your agent is in production, and enterprises, like the large enterprises where the agents are in production more than, you know, like the, if you look at the Silicon Valley companies, they all ar…”
Rekhi: 1980s manager refused promotion because whites wouldn't follow Indians
“When I talked to my boss about, you know, moving into management, he was pretty clear. He said, you know, we, I'm not, we're not sure that you would be good in, you know, that you're very good at what you're doing. We're paying you good salary, but we're not s…”
Kumar: India is actually the world's ninth largest economy, not the fifth
“Second is that because we are growing only at about two percent, not at six and a half, seven percent, we're about 42% less than the So instead of being about a 3.8 trillion dollar, we are probably only about 2.5 trillion. So in other words, we are still the n…”
Rajeev: Micron's Gujarat subsidy equaled a third of India's higher ed budget
“The government of India, ah, spent, ah, 50 percentage of the total capital cost of micron company. For establishing a semiconductor company in Gujarat, 20% from Gujarat, 70 percentage incentive. That means for 16,500 core rupees for a single company. Total exp…”
Bajaj: India has never built SaaS companies reaching million-dollar ACVs
“They don't want to operate in this five, 10, 20,050 thousand ACV. They have aspirations to do hundreds of thousands or millions in ACV. India has never done that.”
Sharma: US Big Tech Organized Efforts To Erect AI Entry Barriers
“Big tech had a well known, although they won't admit it, but the fact is that they had an organized effort to restrict AI.
To their own set of people.
They said, let's erect entry barriers so that , right?
This is they will never accept it, but this was a real…”
Balasubramaniam: Farm law protests were driven primarily by North Indian trader cartels
“South Indians never really protested because they saw the benefit of it. Maybe for political reasons, they might have been if they would have here and their protest were there, but North India only a particular set of people where the trader communities contro…”
Khalid: Biden White House Approved the Gautam Adani Indictment
“Obviously, the SEC and the Justice Department do not accuse a very prominent businessman. I mean, let's face it, he's no ordinary businessman, right? On such a public forum to bring a, you know, a criminal indictment, right? Without having consultations with t…”
Garg: India's GDP growth in dollar terms was slower under Modi than UPA
“But the 10 year period of Narendra Modi from 2014 15 to 2023 24, it has gone up from 1.8 trillion To something close to 3.6 trillion. So it's little less than doubled. So while it was three times in those 10 years in dollar terms, it is about two times. So it …”
Sikri: China armed Pakistan with nuclear weapons while the US looked away
“And they have given Pakistan
[526] Rajiv Sikri: The nuclear weapons.
[528] Rajiv Sikri: They've given them the technology.
[530] Rajiv Sikri: The Chinese gave it to them.
[532] Rajiv Sikri: The Americans winked at it.”
Sikri: Pro-Pakistan Jamaat-e-Islami is now running the show in Bangladesh
“The Jamaat-e-Islami, which is now running the show, is a lot of pro-Pakistani elements.”
India's socialist policies collapsed GDP per capita from $2,730 to $300
“Because of the socialist policies that we pursued from then on till 1991, when we liberalized and there is an important lesson actually, that's why I'm explaining this. We reduced our GDP per capita from 2730 to 300 dollars.”
Kumar: India's True GDP Is Around $2.5 Trillion, Not $3.6 Trillion
“So I think we are probably at still 2.5 trillion dollars because in the last eight years since demonetization from 2016, we have not been growing at an average of six and a half, seven percent, but more like one or two.”
Siddhartha: SEBI and RBI block 90% of fraudulent IPOs, unlike US regulators
“Indian regulators like SEBI and RBI, they protect the retail investors. So they make sure that, you know, and they're able to avoid at least 90% of the fraudulent companies to go IPO, whereas in US it's not possible.”
Sethi: FTX showed $1B revenue and $600M EBIT when Tribe evaluated it
“Where at the time that we had measured and quantified it, there were about a billion in revenue, about six hundred million in EBIT.”
Kotasthane: India's Lower-Level Government Employees Are Among the World's Highest Paid
“At the lower levels of government beyond apart from the IAS, et cetera, the salaries that people in government get, that is some of the highest in the world.”
Srikantaiah: Just 20 families capture 70% to 80% of India's GDP growth
“Even now of the GDP growth, 20 families benefit 70% or 80%.”
Bal Thackeray demanded 100% staff reservation at ISB Mumbai, says Sinha
“There were, they, Bala Saab Thakre asked for reservations and Very heavy reservations. Yeah. 50% for faculty, hundred percent for staff, and I don't remember, for students.”
AICTE officials demanded bribes when ISB sought regulatory approval, claims Sinha
“One big struggle was regulation. اے آئی سی ٹی کے پاس جا کے اپروول لینا اور پھر انہوں نے پیسے مانگے اور پھر انہوں نے کہا کہ نہیں ہم نہیں کر سکتے اور پھر بہت ڈسپائیٹ ٹرائنگ منی ایونیوز لوگوں نے مجھے ہمیں ہیلپ کرنے سے ریفیوز کر دیا”
Kumar: Human lactase enzyme production can be easily revived
“By design, we have a lactase enzyme. Ok, it can be revived. Ok, it can be easily revived.”
Pitti: VC money dried up in travel because funded startups failed to deliver returns
“See, eventually one day for, I can speak for my industry, my travel industry, the money has dried up. The VC money has dried up just because none of the players have successfully delivered the value. To the VCs, to the PEs, to the banks.”
Infamous 'Wolf Gupta' ads were just 8 of 1,200 WhiteHat Jr creatives
“We are talking about, like, 1200 creatives on Facebook. Out of which six or eight creatives out of 1200, or maybe like, you know, creatives You know, Vish our social media creatives that somebody thinks is, it's not that there's a claim that this kid has made …”
Lunia: Indian small borrowers have better repayment rates than multinational corporates
“Their repayment rates are far better than multinational corporates today in India.”
Aneja: INSOFE data science programs rank ahead of Stanford and Columbia
“In India, they're number one by far in quality, and globally they're ranked ahead of Columbia, ahead of Stanford, Carnegie Mellon, et cetera, and they're just a private company delivering such high quality programs.”
Khan: Startups are now India's largest job-creating industry
“And certainly if you look at the last 12 years in 2008 is when the venture capital revolution started in India. This is the largest job creating industry in India. It's no longer IT services or banking or something like that. It's the startup industry, right?”
Kompalli: 50% of consumers and 90% of enterprises use LLMs for purchasing
“So today already there are various reports, including Gartner, that says that 50% of consumers have moved to LLMs to make buying decisions. 90% of enterprises have moved to LLMs, especially in high research categories like education, travel, healthcare, softwa…”
Jain: No Observe AI enterprise customers have reduced human headcount yet
“I've not seen reduction in customer service reps by any of our customers. And we have customers who have tens of thousands of agents. So we would be the first one to see the impact and the reality is nothing yet.”
Krishnan: Engineers at many companies have not written code in six months
“There are so many companies now where software engineers have not had to write a single line of code in say more than six months, which is I mean, quite unprecedented, right?”
Ahluwalia: Required software developers per company are shrinking by magnitudes
“The role of a single software developer is increasing, whereas the number of software developers required in a single company is shrinking by magnitudes.”
Dalal: Nest shipped the first deep learning algorithm in the wild in 2016
“I worked on Nest camera algorithms, and through this experience, we did ship the first deep learning algorithm in the wild in 2016 on Nest cameras.”
Senpaty: Bank NPAs hit 10% on Tier 2 and Tier 3 education loans
“Whereas if you compare it with banks, once they move out from IITs and go towards other instit institutes, tier two, tier three institutes their NPS shoot up to close to around a 10% sort of level.”
Siddharth: Frontier AI models can autonomously build software systems for weeks
“You're seeing what the coding models today are capable of building end-to-end systems, like coding for days. Sometimes a week.”
AI coding improvements boost model performance across unrelated non-coding tasks
“When the models improve in coding, they have out of domain performance. They also improve in other tasks that have nothing to do with coding for reasons we don't fully understand.”
Saxena: AI startups are hitting $100M ARR in two years under 50 people
“Today with AI, we are seeing companies. It's not impossible to see a company that gets to a hundred million ARR in two years with less than 50 people, right?”
Keshavachar: China's April 2025 rare earth embargo shut down global companies
“They did an embargo on the export of rare earth-based magnets and a few other components in April of 25. So that led to shutting down Several companies all around the world.”
Keshavachar: Rare-earth PMSM is the only deployed efficient motor tech today
“Today the only way to build an efficient motor is using the rare earth-based magnets. It's called PMSM motor. There's no other technology that is deployed”
Keshavachar: India lacks battery production capacity and imports every cell
“Ah, the third one is batteries, which India still does not have any production capacity. I know they're all coming up, but as of now, every cell that used in India is imported from outside.”
Reddy: Capillary Pays 25% Below Market; Exiting Employees Get 90% Salary Hikes
“Yeah, I'd say actually 25%. And we now have data to prove that. So unless you, ah, usually when people leave us, ah, they get a 80, 90% hike.”