Posts by Nikhilesh Tayal
@Nikhilesh Tayal
Nikhilesh Tayal
Nikhilesh is an entrepreneur, teacher and tech nerd
He is an IIT Kharagpur alumn...
Comments by Nikhilesh Tayal
Posted in AI group
After 3.5 years of building, teaching, and breathing AI, I hit pause.
Not because AI isn’t exciting anymore
But because I am curious about what else the future is cooking.
So I have started exploring some mind-bending frontiers of technology...
What makes an AI Agent truly personalised? Memory.
In this episode of educational web series, Jigyaasu and Saral explore how AI Agents remember, learn, and personalise over time
Next episode: Evaluation of AI Agents
Previous episodes:
What ...
AI agents can buy things on your behalf, right?
but would you trust them enough to do so?
The challenge: today’s payment systems assume a human is clicking “buy.”
With agents in the loop, how do we make sure payments are:
Authorized – Di...
Meta just launched LlamaFirewall – an open-source security system for AI agents.
The goal is to protect agents from three big threats:
1️. Jailbreaking – malicious prompts that bypass safeguards
2️. Goal Hijacking – tricking an agent into foll...
The problem with current educational content is that mostly its lecture style videos -
one person is teaching, and then there are graphics around.
I want to break away from that style and want to make educational content more fun and engaging.
...
Let us learn Multi-AI Agent systems with humour.
Key takeaways:
What Multi-AI Agent systems are
How they work together step by step
Real-world examples travel planning, customer support, content creation
Next episode: AI Agents' Memory
Previou...
Previous video was an experiment.
This is actually the first episode of the "AI Agent" course.
Hope it's worth your time!
Next episode would be on - Multi AI Agents....
For Example:
Traditional Phishing: “Dear Customer, your bank account is locked. Click here to reset.”
Targeted phishing: “Hi Nikhilesh, this is Rahul from Winsaga Edutech’s partner team. Here’s the updated contract you requested yesterday, plea...
For Example:
Traditional Phishing: “Dear Customer, your bank account is locked. Click here to reset.”
Targeted phishing: “Hi Nikhilesh, this is Rahul from Winsaga Edutech’s partner team. Here’s the updated contract you requested yesterday, plea...
The biggest problem with AI coding assistants is that they create a lot of “buggy code”.
So, what’s the solution?
Make AI learn to fix its own mess
Alibaba built SWE-smith: an automatic bug generator + fixer that:
Creates real bugs in GitHub...
Most companies are architecting multi-agent AI systems based on human teams.
But then the problem with this approach is
Agents skip asking for help when confused
Roles get forgotten mid-task
Communication breaks down
Tasks get marked “done” wi...
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