Arvind retweeted
> GPU floating-point operations aren't always perfectly deterministic
What?
"temperature = 0 means the LLM gives the same output every time"
not necessarily
- temperature 0 makes decoding greedy, picking the highest-probability token
- GPU floating-point operations aren't always perfectly deterministic
- batching and parallel execution can slightly change numerical results
- even tiny differences can flip the next token when probabilities are close
and once one token changes, the entire response can diverge. deterministic decoding ≠ deterministic inference
Arvind retweeted
When the IT industry falls,
every glitter you see around fades.
Black money investments from babus and NRIs made these developers take real buyers for granted.
Bech lo ab “Luxury projects”.
No corporate professional can commit the next 20 years to paying a one-lakh-per-month EMI in the age of AI.
shikhar pahariya as boyfriend, orry as best friend and peddi her most recognised film.....man how are you sridevi's daughter and this is the life you build
Arvind retweeted
Replying to @alexandr_wang
Muse couldn't build a website so the man just did a redirect
they have PM while you don't even have single state in this country now
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imagine Pune is place where you have to live permenantly with no hometown. I feel pitty for you. ani "purviche pune" crowd khup racism kartat. itar marathi lokansobat pan
Arvind retweeted
+ "you know what i'd really like?"
- "tell me"
+ "a website"
- "...we can do a website"
+ "a real website, not some claude generated neon slop, a real website"
- "i'll make you a very good traditional handmade website, one that is built with dozens of snippets from stackoverflow"
Arvind retweeted
Mobile PLI stats as follows:
Government incentive paid: Rs 19,000 Cr.
Direct tax collected: Rs 25,000 Cr.
GST collected: Rs 3,00,000 Cr.
Electronics manufacturing employs 25 Lakh people; mobile manufacturing alone employs 12 Lakh.
Cope harder!!
One in four iPhones is made in India, but imported parts and costly subsidies complicate the success story. @andymukherjee70 takes apart an iPhone to explain why copying China's manufacturing model may not pay off 🎥



























