sandya mannarswamy

Natural Language Processing Researcher.

[Shriram Krishnamurthi (primary: Bluesky) @ShriramKMurthi]

This may turn out to be a seminal post. If you don't recognize the reference, it's this old classic about thinking meat.
https://t.co/81Ps0qmCfN

[sandya mannarswamy @sandyasm]

@acadictive Is there a deep dive on where the token burning is happening - is it that GitHub copilot doesn't do intelligent tool loading or context optimizations? I don't get why cursor or other harnesses would be able to handle similar request loads in their monthly plan whereas ghcp can't

[sandya mannarswamy @sandyasm]

@hsu_steve I wonder whether building verifiers for complex problems by humans and then throwing AI at it, (reward function done by humans, let AI/RL do the rest) will enable cracking similar hard problems..

[sandya mannarswamy @sandyasm]

@AravSrinivas Whether a similar need may exist for database or other complex SW as well. instead of MCPs, open up 'complex backend sw stack' building blocks and let LLMs build the code on the fly to use it.. Mike Stonebraker's "no one ring to rule them all " @andy_pavlo @martin_casado

[sandya mannarswamy @sandyasm]

Gr8 news! @Captain_Mani72 has been bringing better governance quietly to various depts. His helpfulness and leadership are amazing!!

[Punith Gowda'p @punith11091]

Visionary leadership, clear priorities, and a citizen-first approach. The focus on housing, transparency, and accountability is a positive step towards building a better Bengaluru. 👏
@mlanaharis sir @Captain_Mani72 sir🫡
#BDA #Leadership #NammaBengaluru #HousingForall #trending

[sandya mannarswamy @sandyasm]

@dmuthuk you may also know. His father Judea Pearl @yudapearl is the father of AI in many ways, His work on causal inference is a landmark work and he is still one of the best/leading minds of AI (not the genAI, but neurosymbolic/causal approaches)..

[sandya mannarswamy @sandyasm]

@chetanabelagere @FoolzWizdom @TIGS_India @fishtiaq Thanks so much!

[sandya mannarswamy @sandyasm]

Are we seeing any similar case rise in Bangalore? @chetanabelagere @FoolzWizdom may be able to shed some light. @TIGS_India @fishtiaq do you have any sewage surveillance data for BLR?

[Chennai Live Digital 104.8 @chennailive1048]

Doctors in Chennai are reporting a rise in mild COVID-19 infections in recent weeks and are urging people to follow basic precautions such as cough etiquette and hand hygiene. #news #covıd19 #chennai #coronavirus #chennailive

[sandya mannarswamy @sandyasm]

@zerohedge you may also want to look at https://t.co/yJPllXk3CO

[Jaya Gupta @JayaGup10]

https://t.co/eUp5waUIwl

[sandya mannarswamy @sandyasm]

@W01fGirl @iamSandeepR Have been seeing a number of office folks down with fever, cough and cold.

[sandya mannarswamy @sandyasm]

@iamSandeepR @W01fGirl

[Chennai Live Digital 104.8 @chennailive1048]

Doctors in Chennai are reporting a rise in mild COVID-19 infections in recent weeks and are urging people to follow basic precautions such as cough etiquette and hand hygiene. #news #covıd19 #chennai #coronavirus #chennailive

[sandya mannarswamy @sandyasm]

@youplusai @Aiswarya_Sankar btw @simonw used to have a token counter for prompts, not sure if it is still around

[sandya mannarswamy @sandyasm]

@youplusai @Aiswarya_Sankar feedback loop in real time is missing, people literally need to see how many tokens get consumed per each turn/agentic workflow step. Also better prompting/context maintenance techniques needed. Not everyone is good at prompt/context engineering.

[sandya mannarswamy @sandyasm]

@youplusai @Aiswarya_Sankar Earlier at least with Github copilot, the usage was tracked at a coarser granularity namely premium requests.. Now GHCP also moved to token based billing, we need a token meter at individual user and we need an aggregated token usage for clustering token spend per projects/work

[sandya mannarswamy @sandyasm]

@RainTracker what about SIK and Bangalore in particular?

[sandya mannarswamy @sandyasm]

@jukan05 Wouldn't the sw stack compatibility and porting issues matter? Intel habana gaudi didn't take off because of sw compatibility issues.

[sandya mannarswamy @sandyasm]

@Bengalururain Would there be rains for Bangalore in June? Or would it be as hot as it is now?

[sandya mannarswamy @sandyasm]

@allindiaweather Can you comment on sw monsoon for Bangalore? Would we get rains in June and july or is it going to be a washout due to el nino onset

[sandya mannarswamy @sandyasm]

@namma_vjy oh I see. Then given El nino setting in, SWM is mostly a washout for Bangalore?