Ashwin KV
4.6K posts

Ashwin KV
@ashwinkumar_v
Senior engineer, Inference Cloud @digitalocean, prev @tesla





Aditya Dhar deserves immense praise for writing and brilliantly executing this scene, it stands out as one of the most emotionally powerful moments I’ve seen in a film in years. And credit to Ranveer Singh for delivering such a deeply felt performance.

We're open-sourcing two frameworks for evaluating Indian ASR, and a full guide on evaluation across 22 languages. WER (Word Error Rate) and CER (Character Error Rate) were built for languages like English. Indian languages behave differently. Formal and colloquial forms coexist. English words move fluidly between scripts. In this guide, we introduce four complementary metrics LLM-WER, LLM-CER, Intent Score, and Entity Preservation Score. In combination they capture a more complete view of Indian ASR system performance. Read more: sarvam.ai/blogs/evaluati… Both frameworks are available to use and build on for evaluating Indian ASR in real-world settings. Open-source frameworks: LLM-WER/CER: github.com/sarvamai/llm_w… Intent + Entity Score: github.com/sarvamai/llm_i…

Cheese from India makes its mark globally… India made an impressive debut at the Mundial do Queijo do Brasil 2026, which is a vibrant international competition for cheese and dairy products. Four Indian products won medals, including 1 Super Gold, 2 Golds and 1 Silver. The Super Gold was won by Eleftheria Gulmarg (Brie Style), the Golds were won by Yak Churpi-Soft, Nordic Farm, Leh, Ladakh and Eleftheria Brunost (Whey Cheese) while the Silver was won by Eleftheria Kaali Miri (Belper Knolle Style). Congratulations to Mausam Narang and Thenlay Nurboo. Such successes strengthen India’s artisanal dairy sector on the world stage.

Happy to announce TSRX. Think it as the spiritual successor to JSX. We extracted it from Ripple, and made it framework agnostic. It can compile to React, Ripple and Solid, other frameworks to come soon. It's a TypeScript superset language, with a parser, compiler and a selection of plugins for editors + Prettier + ESlint, etc It's early alpha but we thought people might be interested in it. 🧵

🤣🤣🤣🤣


After 8-10 crore, your own home and a nice car, there is not much difference in the quality of life between you and billionaire investors like RK Damani. Time is the currency of life. Money is not. Both of you have limited amount of time on earth; infact you may have twice or more time than RK Damani, so you are richer than him. Dal roti is dal roti whether a billionaire eats or you do. Become financially independent, which is around 8-10cr. Have good food. Workout. Sleep well. Meet your parents and friends. That’s all there is to life. Greed has no end. Sooner you figure this out, happier you will be.


Anthropic decidió dar de baja a toda nuestra organización por una supuesta infracción de sus condiciones de uso. Qué política específica infringimos no tengo ni la menor idea: simplemente recibimos un mail y listo, adiós Claude. Si querés apelar la medida hay que completar un Google Form, así de ridículo como suena. De golpe más de 60 personas se quedaron sin una herramienta fundamental para trabajar. Integraciones, skills, historial de conversaciones: todo perdido o, en el mejor de los casos, parado por tiempo indeterminado. Enorme aprendizaje para cualquier empresa de software que dependa de herramientas de IA en procesos críticos. Nunca hay que poner todos los huevos en una canasta.











