Ramakrishnan

love is god, god is love

[Ramakrishnan @rameenak]

MCP is everywhere now. Wanted to call out a few of my observations where MCP needs to evolve

[Ramakrishnan @rameenak]

@TivadarDanka Roadmap

[Tivadar Danka @TivadarDanka]

I’ve spent 10 years teaching math to machine learning engineers.

80% of university math is irrelevant to your actual job.

Luckily, I've created a FREE roadmap to teach you the 20% you actually need.

Like, retweet, and comment "roadmap" and I'll DM you the link.

[Ramakrishnan @rameenak]

@godofprompt GEMINI

[Rajeev Chandrasekhar 🇮🇳 @RajeevRC_X]

Swamiye Sharanam Ayyappa 🙏

Watch this video, share it.

Those who stole Sabarimala’s gold cannot break our faith or our resolve and must be exposed.

Their politics of harming and stealing from Ayyappa Bhakts must be defeated.

This hymn carries the anger and pain of millions of Ayyappa bhakts.

#Sabarimala #IdathumValathumMathiyayi #APAKADAMPolitics

[trramesh @trramesh]

High time commies and congis are legally evicted from our Kerala Hindu Temples.
The 1st one full of Anti Hindus and minorities.
The 2nd one full of minorities and Anti Hindus.

[Anand Ranganathan @ARanganathan72]

You control Hindu temples, their land, their income, and then you treat their devotees like this on their holiest of pilgrimages.

Dr @vikramsampath had once said: "Fate of Hindus will soon be like lambs being quietly led to their slaughter." I disagree. The lambs are bleating.

[Narendra Modi @narendramodi]

Amidst the divine chants of Sai Ram, reached Puttaparthi, Andhra Pradesh to a very warm welcome.

[Rajeev Chandrasekhar 🇮🇳 @RajeevRC_X]

Ayyappa bhakts may speak different languages, but their pain and hurt are the same.

CM @PinarayiVijayan, his INDI ally @RahulGandhi, and Devaswom board(s) turned into den of thieves/brokers under CPM and Cong, have failed Ayyappa bhakts completely over last 20 years.

Why did Devaswom board and the LDF govt ignore preparations for Sabarimala season that brings lakhs of Ayyappa bhakts from across the world?

This is criminal negligence. This is incompetence.

This is CPM/Cong’s anti-Hindu governance exposed again.

#Sabarimala #APAKADAMPolitics #IdathumValathumMathiyayi

[Arjun Ramani @arjun_ramani3]

Humlum/Vestergaard link AI adoption data with Danish admin data till june 2024--amazing data! they find:

-widespread adoption (most workers use AI and a third of firms have their own models)
-2.8% surveyed time savings
-but impact on wages/hours in admin data is 0!

[Ramakrishnan @rameenak]

Check out my latest article: Announcing `spring-boot-mcp`: Zero-Config MCP Server for Spring Boot! 🚀 https://t.co/QskdiXlrt7 via @LinkedIn

[Ramakrishnan @rameenak]

https://t.co/MMxCGhboJy - this is simply amazing

[Ramakrishnan @rameenak]

Check out my latest article: Beyond MCP Limitations: Enter Google's A2A for Agent Collaboration! https://t.co/DZZtvZNbfh via @LinkedIn

[Ramakrishnan @rameenak]

Check out my latest article: The Zen and art of Co-learning https://t.co/GJ2QzxlTtS via @LinkedIn

[Ramakrishnan @rameenak]

Model Context Protocol (MCP) is like service discovery for AI models! Instead of hardcoding integrations, models can dynamically find and connect to the tools & data they need, similar to how microservices discover each other. #AI #LLMs #Microservices #MCP

[Ramakrishnan @rameenak]

MCP is everywhere now. Wanted to call out a few of my observations where MCP needs to evolve

[Ramakrishnan @rameenak]

Model Context Protocol (MCP) is like service discovery for AI models! Instead of hardcoding integrations, the llm application & in turn the language models can dynamically find and connect to the tools & data they need, similar to how microservices discover each other. #MCP

[Ramakrishnan @rameenak]

https://t.co/HT5S2F18qj - this is an article in which I have elaborated on the current limitations of mcp

[Ramakrishnan @rameenak]

https://t.co/HT5S2F18qj

[Ramakrishnan @rameenak]

MCP is more for helping a LLM applications interact with tools. LLMs still don't directly interact with tools. It's all through the llm application

[Ramakrishnan @rameenak]

Too many MCPs can actually bloat the context & this can end up confusing the LLM to make bad tool recommendations. We will need to build a RAG to help with tool selection

[Ramakrishnan @rameenak]

MCP requires a two communication that is stateful. Most tools/apis that we have stateless rest apis

[Ramakrishnan @rameenak]

MCP is more for helping a LLM applications interact with tools. LLMs still don't directly interact with tools. It's all through the llm application