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23 • research @iitmadras • ai/ml • tweets as per mental health • मेरी दुल्हन तो आजादी है

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The US gov announced they are exempting data centers from specific pollution laws originally built to prevent acid rain
reasoning is that current infrastructure regulations r creating a massive bottleneck for AI scaling, shifting own rulebook to ensure it doesn't lose hw race

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Think back to the problems that kept you awake at night three years ago. Almost none of them matter today.

Remembering that in the middle of a current crisis is the fastest way to save your peace of mind.

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the entire narrative around Kimi K3 completely flips.

the White House officially accused them of building it by secretly distilling Anthropic's Claude Fable 5.

The model even accidentally identified itself as "Claude" during testing.

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@aravind anything good to keep the hope alive that anarchy wont prevail and nothing will happen to the state? given the current situation in delhi right now where RAF personnel are being beaten.
please @aravind

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i hope everything solves and we talk about future again

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The speed at which capital is centralizing around AI is completely warping the traditional timelines of company building. We are watching two different eras of startups operating in the exact same market.

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In the first half of 2026, 5 Indian startups crossed $1B valuation mark to become unicorns.

For companies like KreditBee, Skyroot, and Square Yards, it took between 8 and 12 years of grinding execution to hit that scale.

For AI-native startups Neysa and Sarvam, it took <3 years

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The Jacobian Conjecture has been an unsolved problem in pure mathematics since 1939.

Pure mathematics was supposed to be the one domain safe from AI for at least another decade.

but this is what the actual frontier of research looks like now.

[levent @__alpoge__]

hello there the jacobian conjecture is false thanx to my close friend akhil for asking about it and my other close friend fable for working during the world cup final

((1+xy)^3 z + y^2 (1+xy) (4+3xy), y + 3 x (1+xy)^2 z + 3 x y^2 (4+3xy), 2 x - 3 x^2 y - x^3 z): \C^3\to \C^3, has jacobian determinant -2, and sends (0, 0, -1/4), (1, -3/2, 13/2), and (-1, 3/2, 13/2) to (-1/4, 0, 0)

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In the first half of 2026, 5 Indian startups crossed $1B valuation mark to become unicorns.

For companies like KreditBee, Skyroot, and Square Yards, it took between 8 and 12 years of grinding execution to hit that scale.

For AI-native startups Neysa and Sarvam, it took <3 years

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First Physics, now Chemistry and Biology.

At 2026 International Chemistry Olympiad, all four Indians won Golds, India at joint World No. 1., and in biology, we won 1 Gold and 3 Silver

God, this is soooo proud moment.

This is what actual execution looks like on a global level.

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Every indian home has that one massive plastic bag in the kitchen whose only purpose is to give shelter to fifty other smaller plastic bags. Nobody knows what grand event we are saving them for, but if you throw even one away, you have betrayed the family.

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the most intense adrenaline rush in the tech industry isn't pushing code to production on a friday.
It is watching a coworker share their entire screen on a team call while their WhatsApp Web is still actively open in the background.

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mission aagman is successful!!
kudos to the hardworking team behind this @SkyrootA.

with this, india's pvt space sector has made a dent in orbital launch

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@PawanKChandana @bharathdaka kudos, way to goo!!!

if a private Indian startup can successfully start placing payloads into LEO, it shifts the entire dynamic of the global launch market.

w

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India is officially moving past the govt-only space era.

Skyroot Aerospace is launching Vikram-1, India's first completely privately built orbital rocket.

They built a seven-storey vehicle using carbon composites and 3D-printed engines.
mission is appropriately named 'Aagaman'

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for years, the industry assumed that holding a million words in an AI's memory would always cost a fortune in computing power.

then MiniMax M3 dropped, handling exactly that for roughly 1/20th the compute cost of the previous generation.

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i hope that it rains today, its been days. how is weather blr people?

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In one test, the model ran autonomously for 48 hours and completely designed a functional 4-square-millimeter physical chip from scratch using open-source tools.

The open-source landscape is shifting incredibly fast.

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Kimi K3 completely breaks the narrative that Chinese AI is trailing far behind the US.

it is now the largest open-source AI model in the world(2.8T parameters), matching the performance of frontier US models like Anthropic's Fable 5 🙂

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link to offical article by Polygon: https://t.co/OR22QqoYc9

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i was reading abt 2023 Polygon network congestion issue, and sadly there are no good blogs/articles on that, except official one.

hacker basically created a loop that genertaed millions of empty transactions, filled the memory and polygon digital highway was blocked completely.