Sanjeev Kumar

AI Research Engineer Architect. Deep Reinforcement Learning focus. Creator of Agent Canvas.

[Sanjeev Kumar @sanjeevkumar761]

🚀 I’m excited to share “The Agent Design Playbook: Canvas + Principles for Enterprise AI Success”—a comprehensive guide for anyone looking to design adaptive, goal-driven AI agents for enterprise workflows.

#artificial_intelligence #AIAgent

https://t.co/wHftCnW0bU

[Sanjeev Kumar @sanjeevkumar761]

🚀 AI agents wasting 90% of context tokens?

Progressive Context Disclosure fixes this:
📋 Metadata (always)
⚡ Instructions (triggered)
🔧 Scripts (external execution)

Architecture guide: https://t.co/GsfQL3ib5f

#AIAgent #LLMs #artificial_intelligence

[Sanjeev Kumar @sanjeevkumar761]

The Architect of Reality: Mastering the Art of the Reframe for Exponential Personal Growth https://t.co/cdILJDwOqU

#PersonalGrowth

[Sanjeev Kumar @sanjeevkumar761]

@eriktorenberg Can you please also launch a course which teaches how to thrive as a New Media creator?

[Sanjeev Kumar @sanjeevkumar761]

🌕 Just trained my Deep Reinforcement Learning agent — a Lunar Lander that learns to land safely on the Moon! 🚀
Built with PPO, Gymnasium, and Stable-Baselines3, and published to the Hugging Face Hub.
🔗https://t.co/Ct9dtx8NpD

#ReinforcementLearning

[Sanjeev Kumar @sanjeevkumar761]

@sama Super exciting! Looking forward to it, especially the reasoning RL side of the things..

[Sanjeev Kumar @sanjeevkumar761]

@polynoamial @zeyuanxy Noam, you are an inspiration for so many people @polynoamial!

[Sanjeev Kumar @sanjeevkumar761]

Check out my latest article: Want to Master LLM Inference? Start by Understanding Attention Bottlenecks https://t.co/2q9JOzKPLQ via @LinkedIn

[Sanjeev Kumar @sanjeevkumar761]

LLMs hitting a memory wall? 🚀 FlashAttention just CRUSHED it! Get 20X more context and 3X faster training/inference with ZERO quality loss.

https://t.co/9AZ50GWchK

#AI #LLMs #DeepLearning

[Sanjeev Kumar @sanjeevkumar761]

Check out my latest article: The Single Breakthrough That Unlocked Modern AI's Brain: It's Not What You Think! 👇 https://t.co/bCZHbKZi7j via @LinkedIn

[Sanjeev Kumar @sanjeevkumar761]

🧠 Most AI agents think.
But some can code.
That’s the difference between ReAct and CodeAct.

If you're building autonomous agents for real-world tasks, this breakdown is a must-read 👇
🔗https://t.co/mviWT2pZ0k

#AI #AutonomousAgents #CodeAct #ReAct #LLM #FutureOfWork

[Sanjeev Kumar @sanjeevkumar761]

@levie AI agents are also redefining the existing markets and people are assuming new roles to get the outcomes e.g., creators becoming vibe coders...

[Sanjeev Kumar @sanjeevkumar761]

Take the leap! 🚀 Design your first AI agent using #agentcanvas.

Download free template from here https://t.co/28901skmE9

#AIagents

[Sanjeev Kumar @sanjeevkumar761]

@grok how to design an AI agent using #agentcanvas?

[Sanjeev Kumar @sanjeevkumar761]

Agent Canvas: Design AI Agents That Deliver Business Value https://t.co/brywoFfmHM

Download free template here https://t.co/8Rz4sHrOIf

#agentcanvas #aiagents #ai #Grok4

[Sanjeev Kumar @sanjeevkumar761]

@pmitu #agentcanvas

[Sanjeev Kumar @sanjeevkumar761]

@pmitu AI agent design template
https://t.co/8Rz4sHrOIf

[Sanjeev Kumar @sanjeevkumar761]

Unstuck your AI agent design.

Watch the video, download #agentcanvas here and get started with designing your first AI agent today!

#AIAgent #AIagents

[Sanjeev Kumar @sanjeevkumar761]

@elonmusk @grok Excited about #Grok4, especially the potential to re-imagine business processes by designing AI agents with #agentcanvas and building agents using #Grok4!

[Sanjeev Kumar @sanjeevkumar761]

@sreeramanmg All the points you mentioned are spot on. The procurement agent example is especially relevant in the context that business processes are ripe for re-imagination & rebuilding. I created Agent Canvas #agentcanvas to help map business processes to AI agents https://t.co/MDPH1rO3dw