Harsh Tiwari

AI Strategist | Founder
GenAI infra • Edge AI • Enterprise automation (APAC)
Ex-Sun Life Financial
Insights on applying AI in real-world business

[Harsh Tiwari @HarshTiwar10933]

@alexandr_wang @poteto

[Harsh Tiwari @HarshTiwar10933]

@vijayshekhar Accident prevention

[Harsh Tiwari @HarshTiwar10933]

Truly, in a long time. Mind actually blown.

[Tesla @Tesla]

Real life, baby

[Harsh Tiwari @HarshTiwar10933]

Interesting paper worth a read

[DAIR.AI @dair_ai]

Fascinating paper from Google DeepMind.

They studied a market where AI agents bid to answer each user prompt.

Each agent bids its expected reward minus its inference cost. A first-price auction is simple to run, but bidders shade their bids, so a prompt can go to an agent that would not have produced the most value.

The paper shows two features of agent markets that keep this loss small. When several agents value a prompt close to the best one, for example because strong models are distilled into cheaper ones, competition limits the loss. When values mostly depend on how hard the prompt is, efficiency approaches 1 - 1/e^2 of optimal, well above the general bound of 1 - 1/e.

They find that simulations on the EmbedLLM routing dataset match the theory.

https://t.co/7cLDnMozvy

Chat with Paper: https://t.co/wXBmyb3qBF

[Harsh Tiwari @HarshTiwar10933]

@parmita So why don’t you build a sim for it which changes property. You must have the data to train one.

[Harsh Tiwari @HarshTiwar10933]

@thsottiaux Hello

[Harsh Tiwari @HarshTiwar10933]

@sridharfyi You should reach them, because picot shows adaptive nature and not abandonment. Most VCs don’t have these qualities which is understandable m, given the nature of the job.

[Harsh Tiwari @HarshTiwar10933]

@rajeshsawhney Sad state of affairs, our @IndiaSports doesn’t work on image building also. Too small and broke I guess.

[Harsh Tiwari @HarshTiwar10933]

@thsottiaux Isn’t both same? for both days

[Harsh Tiwari @HarshTiwar10933]

@victornunez hmmm

[Harsh Tiwari @HarshTiwar10933]

@CurieuxExplorer Brother language is not the issue it is very very easy to incorporate, why do you think Sarvam is focussing on it because it is need and easy but, what will take India forward is researching and self improving AI system with a harness around it.
Muse is a very good example.

[Harsh Tiwari @HarshTiwar10933]

@thsottiaux Is no developer using codex now. I can’t find anyone talking about code quality.
Feeling disappointed

[Harsh Tiwari @HarshTiwar10933]

@leodev @thsottiaux

[Harsh Tiwari @HarshTiwar10933]

@thsottiaux You know what you have to do

[Harsh Tiwari @HarshTiwar10933]

@alexandr_wang Next Jackfruit

[Harsh Tiwari @HarshTiwar10933]

@thsottiaux @poteto Awwwww😂 Don’t blush buddy.

[Harsh Tiwari @HarshTiwar10933]

@thsottiaux @alexgetmancom Thank. you Tibo, you are the best.

[Harsh Tiwari @HarshTiwar10933]

@alexandr_wang You can use Jackfruit name it is the biggest fruit in the world

[Harsh Tiwari @HarshTiwar10933]

@collision @paulg @finkd @alexandr_wang Jackfruit can be the name of the next model