Ashwin Kumar Kayyoor @techforn10
Senior Distributed Systems Engineer @ Netflix sites.google.com/site/kayyooras… Joined May 2009-
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Google’s basically dropping a best-in-class tool for every AI niche out there. EmbeddingGemma from @GoogleDeepMind shows a small embeddings model (308M) makes high quality text embeddings while staying fast and light. It leads models under 500M and still works with 4-bit…
🧪 Johns Hopkins scientists found a new way to make chips much smaller than 10 nanometers, which can make electronics faster, cheaper, and more powerful. They mix metals with light sensitive chemicals so high energy light can etch extremely tiny circuits onto silicon. This…
DeepSeek cracked reasoning by training AI like a video game. Every founder should know this frugal method. 1. Big AI models can talk well, but they struggle with reasoning tasks like math, logic, and coding. 2. The old way of training was to show them human-made step-by-step…
Google just released LangExtract Python library. It can extract structured data from unstructured docs with precise sources in just a few lines of code. 100% Opensource.
this project stores millions of text chunks inside a video file (mp4) then runs sub-second semantic search on it - no vector DB, no servers - uses 10x less RAM & storage - no internet required it's called Memvid and it just broke my brain
DeepSeek just dropped the single best end-to-end paper on large model training. It covers — Software (MLA, training in FP8, DeepEP, LogFMT) — Hardware (Multi-Rail Fat Tree, Ethernet RoCE switches) — Mix (IBGDA, 3FS filesystem) DeepSeek's engineering depth is insane. Must read.
The Federal Reserve hasn’t earned a dime in years, but somehow found $2.5B to build a modern-day Palace of Versailles. No accountability. Just arrogance. A bit ironic that our central bank is spending more than it can afford. nypost.com/2025/04/27/bus…
The future is here
Japan is so back.
Many pundits would have told you this kind of financial alchemy is impossible, where you can reduce yield and currency at the same time. That’s why it’s called unconventional measures, whatever it takes. Act I has begun.
Nvidia's first robot, unveiled
There was no federal income tax for the first 137 years America was a country. In fact the first “internal tax” was levied on whiskey in 1791 and by 1794 there was a rebellion. Americans were so against taxation that even excise taxes on items like whiskey had to be abandoned.…
BREAKING NEWS: This just made me cry. The SpaceX team just joined the stranded astronauts at the Space Station. They are all together. Praise God. Elon Musk is THE most incredible person on earth… and it isn't even close.
With gold kissing $3000/oz, now is a good time to remind ourselves that when we price the S&P500 in gold rather than dollars, the index is flat since 2006. That 382% return in dollars since 2006 ain’t what you think it is.
Meditation 101
🚨 Be Careful: For Android Users Only Google has secretly added an app to over a billion phones that scans your photos and uses up to 2GB of RAM. This app, called Android System SafetyCore, checks your phone for “unwanted content” and then hides itself. To delete it: • Go to…
With understanding, the prayer becomes more effective. Without it, you are just a parrot. - Sadguru Sivananda Murthy garu
Remarkable that the IMF was originally created to manage a gold-backed system, then it explicitly banned member countries from using gold to peg their currencies, and now thrives on as a blatant tool of monetary socialism. From defender of sound money to a champion of debt.

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𝗚𝗼𝗿𝗴𝗲 ... @gorge_gary
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397 Followers 3K Following it’s all ❤️ Chill out and don’t be scared. Entertainment, Sales Manager
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2 Followers 83 Following Professor Arthur and his team provide cryptocurrency market analysis and earn $500 to $5,000 per day. Click to join WA:https://t.co/pS5Xu7liaX
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Bitmine (NYSE-BMNR) $... @BitMNR
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Thomas (Tom) Lee (not... @fundstrat
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13K Followers 137 Following MSTR is the perpetual money tree. I sell MSTR 10Δ Covered Calls to buy Bitcoin, MSTR, and MTPLF. Aut viam inveniam aut faciam.
Sina 🗝️⚡ 21st ... @Snz_BTC
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Nakamoto @nakamoto
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Stand With Crypto🛡... @standwithcrypto
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