Techno-Economic Golden Age explorer. Personal account. CEO of Rafa.AI. Doc Holliday Stan

Silicon Valley
Chandra Duggirala M.D retweeted
One book converted a young left-leaning student to free market liberalism. Half a century later, he would be awarded the Nobel Price in Economics. In the years after World War I, before Friedrich Hayek read Socialism: An Economic and Sociological Analysis, he had been sympathetic to democratic socialism. Ludwig von Mises’ 1922 book changed everything: "To none of us young men who read the book when it appeared was the world ever the same again," Hayek later acknowledged. Mises had delivered a devastatingly persuasive criticism of socialism, centring on the Economic Calculation Problem. He argued that a rational economy relies entirely on market prices to determine the value of resources, machinery, and labour. Because socialism abolishes private ownership of the means of production, it destroys the markets where these goods are bought and sold. Without markets, there are no prices; without prices, central planners cannot calculate profit, loss, or resource scarcity. Consequently, a socialist state is economically blind, leaving planners unable to know whether they are creating wealth or wasting resources. But Mises also provided a sweeping sociological critique, framing capitalism as a consumer democracy where everyday spending by individuals directs production, while socialism replaces consumer choice with bureaucratic dictate. Mises and Hayek would go on to share a mentor-protege relationship and lifelong intellectual partnership that formed the backbone of the 20th-century Austrian School of Economics, co-founding the Österreichisches Institut für Konjunkturforschung in 1927 and the Mont Pelerin Society in 1947, uniting classical liberals to oppose collectivism. Both men left behind unrivalled legacies in the championing of individual liberty and free markets and helped reshape modern political economic theory.
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Agree
Steve Jobs would fire the entire company and replace them with AI if he was alive to see this
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Chandra Duggirala M.D retweeted
This can only be described as the admin Getting It
There seems to be two adminstration policies taking shape now: Developers and management are responsible for agents actions, agents cannot be blamed. And If you want to pace development, go ahead and place yourself as much as you like, but don't tell anyone else what to do.
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Chandra Duggirala M.D retweeted
In "capitalism" you keep what you build. In Socialism they take what you build. Take enough and people stop building. Which is where the guns come in. Every single time.
Capitalism is just another name for freedom. Socialism is just another name for slavery.
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Chandra Duggirala M.D retweeted
“Do not waste a moment. It is far. And you must reach the summit. When you reach these pure immensities, behind you will be a great silence. All those who screamed after you, who hated or trampled you despite the smiles on their faces, all those who, just to strike at you, followed you on the road, will suddenly realize that at this game they have, they too reached the snows, the new air, and the horizons cut out in the sky. They will forget to hate you. They will have wonderfully childish eyes. They will discover the essential. Their souls will have been lifted to heights they would never have agreed to reach if your back that received their blows had not hidden the length of the road.” -Leon Degrelle (The Burning Souls pg. 111)
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Chandra Duggirala M.D retweeted
MASSIVE 2A WIN! ATF Director Rob Cekada just confirmed IOIs are told NOT to count suppressor transfers on a 4473 as violations On top of slashing countless regulations seconds after being sworn in, it is confirmed that he is the most PRO 2A ATF DIRECTOR IN HISTORY
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This is the way
There seems to be two adminstration policies taking shape now: Developers and management are responsible for agents actions, agents cannot be blamed. And If you want to pace development, go ahead and place yourself as much as you like, but don't tell anyone else what to do.
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Chandra Duggirala M.D retweeted
Some 'Developer, Pace Thyself' quotes from the last two weeks: Jensen Huang to Anderson Cooper: 'If they're worried about it, they should just stop. If the product is not safe, just don't release it.' 'First of all, they ought to have self-restraint. If they're telling everybody that their product is unsafe, they obviously know it. They're publicly admitting it. They ought to just not release it.' Jensen Huang to Ezra Klein: 'If they believe they’re out of control, then the right answer is: Don’t ship products until they’re in control.' David Sacks here on platform: 'So go ahead and pace the frontier. You are the ones setting it. The easiest way not to build superintelligence is for you to agree not to build it. Demanding your preferred regulatory framework as the price of that will look like blackmail of the public and the political system. So just do it.' Mark Zuckerberg to NBC News: 'I don’t think that we need some kind of industrywide coordination. I think that each lab needs to take the time, and when it sees that there are issues, you just take the time that you need internally to basically make sure that you’re proceeding safely.' Treasury Secretary Scott Bessent to CNBC: 'The Hugging Face incident, that is the responsibility of the OpenAI management, not a bunch of agents. So what the president was saying is that we cannot say, ‘Oh, we absolve you of responsibility and the government’s going to take responsibility.’ These labs need to take responsibility for themselves. They can slow down any time they want to.' Michael Kratsios to Fox News Sunday: 'It’s very interesting that they talk about these issues, about how scared they are about potentially where the future is, and maybe they want to do a pause. Our position is, if you do believe that you’re developing a technology that is unsafe or you don’t want it out into the world, you can just stop it. You don’t need someone to force you to do that.'
There seems to be two adminstration policies taking shape now: Developers and management are responsible for agents actions, agents cannot be blamed. And If you want to pace development, go ahead and place yourself as much as you like, but don't tell anyone else what to do.
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Chandra Duggirala M.D retweeted
We don’t talk enough about this Read biographies of people who grew up in the 20th century, so much flexibility and freedom to explore was given to them Now, if you’re not an investment banker at 19 you’re fucked
boomer origin stories are always like "Finally at 35 years old I decided to get serious with my life -- fortunately there was a national shortage of hedge fund analysts"
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Chandra Duggirala M.D retweeted
This is the Kumonization of America A dynamic society isn't built around an Imperial Examination System
We don’t talk enough about this Read biographies of people who grew up in the 20th century, so much flexibility and freedom to explore was given to them Now, if you’re not an investment banker at 19 you’re fucked
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Chandra Duggirala M.D retweeted
What really happened after the State Dinner. The lost Xi camera roll has been found.
Made with AI
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Chandra Duggirala M.D retweeted
Combined capital-spending outlook for hyperscalers, Alphabet, Microsoft, Amazon, Meta and Oracle across 2026-2027 is now about 66% above where it stood when 2026 began. i.e. up by ~$750 B.
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Chandra Duggirala M.D retweeted
Honestly, turn the entire world into one giant data centre if this is the kind of content get in return.
Eights 🐾🤍
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"Hey Astra, simplify the US tax code with just one line: "everyone pays 10% of their income from any source every year to the IRS." Thats it.
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iNSANITY
BREAKING: the UK government publishes official rules on how to use AI: 1. Ask first if you really need to use AI 2. Check if a spreadsheet can do the job before using AI 3. Choose the worst model possible so it uses less energy 4. Keep prompts short to reduce the environmental impact 5. In general, use AI only when necessary, as a climate-saving measure With a mindset like this, we should accept the UK back into the European Union
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LMAO. LLLMMMMAAAOOO
Hearing from like 4 different people now that demand for AI is S curving extremely hard inside every single F500 company Fable generation models have completely failed to increase willingness to pay / demand This explains all the recent behavior
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Chandra Duggirala M.D retweeted
RIP em dash
We analyzed how @claudeai’s Opus 5.5 writes compared with Opus 5 across high-reasoning Text Arena outputs. 10 of 12 writing measures moved in a better direction. Opus 5.5 should be easier to read: - Long content words fall from 41.7% to 38.6%, the lowest share of any Claude model we analyzed. - Sentences are 17% shorter on average, dropping from 12.14 to 10.03 words. The tradeoff is length. Answers get 6% wordier, rising from 453 to 481 words on average, making Opus 5.5 give the longest answers across the Opus family. It also sounds less recognizably AI on two familiar tells: - 95% fewer em dashes - 73% fewer semicolons But a new giveaway may be emerging. Hedges and caveats such as “perhaps” and “arguably” rise 97%, from 0.39 to 0.77 per 1,000 words, the highest rate of any Claude model we analyzed. What do you think: does Opus 5.5 read more naturally?
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Chandra Duggirala M.D retweeted
computer (Astra) lights on please. this may be the most extensively detailed & accurate 3d scene ever created by an ai. 400+ hours of Astra
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Where the hell is Apple Muse? Oh, I guess you're typing on it
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Chandra Duggirala M.D retweeted
SHOTS FIRED. Microsoft will go after Meta's Muse! From @alexeheath 's interview of @satyanadella : "He wants to bring Autopilot’s AI chief of staff to your personal life, too. Built on a hardened version of OpenClaw, the agent gets its own computer, workspace, and memory to work continuously. When I ask about Microsoft’s consumer strategy, he points to its 100 million-plus consumer subscribers: “Autopilot should also go to the consumer side.” He sees consumer agents potentially cutting out today’s middlemen, making that market more zero-sum. In the enterprise, he thinks agents will make the market bigger than cloud “by orders of magnitude.”
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