Posts by Nikhilesh Tayal

@Nikhilesh Tayal

Nikhilesh Tayal

Nikhilesh is an entrepreneur, teacher and tech nerd He is an IIT Kharagpur alumn...
India aimletc.com Joined August 2025
8.2k Points206 Badges14 Connections14 Followers15 Following

Comments by Nikhilesh Tayal

Jan 14 Videos 1 min read
AI Agents are powerful, but without security, they’re also dangerous. In this episode, Jigyaasu learns why AI Agent security isn’t just a technical concern, but a leadership and business imperative. From prompt injection and hallucinations to dat...
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Jan 13 Articles 1 min read
Over the years, LLMs have become great at understanding training text and images. But things fall apart when we move to new data type. For example, medical scans, or sensor data. Training an LLM on these new data types usually needs thousa...
Jan 9 Articles 1 min read
But what if the next phase of AI doesn’t isolate us? What if it brings us together? Picture this. It’s 3:00 AM. You’re talking to an LLM about a relationship problem that strangely feels like debugging code. The model pauses and asks: “Do...
Jan 8 Articles 1 min read
But what if the next phase of AI doesn’t isolate us? What if it brings us together? Picture this. It’s 3:00 AM. You’re talking to an LLM about a relationship problem that strangely feels like debugging code. The model pauses and asks: “Do...
Jan 6 Videos 1 min read
Through humour, simple analogies, and real-world examples, Jigyasu and Saral explore: What MCP Servers are and who builds them How MCP makes AI Agentic systems scalable, maintainable, and safe What is Google's A2A and more > Next episode: AI Age...
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Dec 18, 2025 Articles 1 min read
Speech isn’t just words. It includes emotion, accent, tone, and identity – all mixed together. Traditional audio tokens try to capture everything. That makes them heavy, complex, and inefficient for language models. For example: Imagine ...
Dec 18, 2025 Videos 1 min read
Let us build a multi-AI agent system that can customize your resume according to the "Job Description." It would also come up with the probable questions that the interviewer might ask based on the JD. All you need to do is upload your basic r...
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Dec 3, 2025 Videos 1 min read
Can AI Agents debate? Let us build a Multi AI Agent Debating System using AutoGen, where AI agents don’t just answer, they argue! Basically, Autogen provides this functionality of "Conversable Agents" and in this video, let us learn how to use th...
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Nov 29, 2025 Articles 1 min read
Employees are feeding sensitive data into Copilots and AI tools at massive scale. Most of it happens through unmanaged personal accounts, invisible copy/paste flows, and non-federated logins. Traditional DLP tools don’t even see it. A ne...
Nov 28, 2025 Articles 1 min read
Employees are feeding sensitive data into Copilots and AI tools at massive scale. Most of it happens through unmanaged personal accounts, invisible copy/paste flows, and non-federated logins. Traditional DLP tools don’t even see it. A ne...
Nov 28, 2025 Articles 1 min read
Employees are feeding sensitive data into Copilots and AI tools at massive scale. Most of it happens through unmanaged personal accounts, invisible copy/paste flows, and non-federated logins. Traditional DLP tools don’t even see it. A ne...
Nov 23, 2025 Articles 1 min read
Here are a few "hype-free" practical differences: 1. Run multiple AI agents at the same time Say: “Clean the backend, improve UI, and write tests.” Antigravity spins up several agents that actually execute these tasks side-by-side. VS Cod...
Nov 19, 2025 Articles 1 min read
The Problem Most language models accidentally memorise private data - even if it appears only once. A phone number buried in a blog post, a home address mentioned in a forum, a unique email ID in a dataset… once a model sees it, it can quietl...
Nov 17, 2025 Videos 1 min read
We know that LLMs are pre-trained models and therefore have a knowledge cut-off. And that's the reason they can't answer current affairs questions. So, let's build an AI Search Agent that can access Google Search using the API for current af...
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Nov 13, 2025 Articles 1 min read
Building an AI product ≠ Using AI in a product. One means AI is the heart of the solution. The other just adds AI to something that already works. You can know everything about models, prompts, benchmarks, inference speed But if you can’t fram...
Nov 12, 2025 Articles 1 min read
Not many companies reveal the environmental impact of their AI models But French AI startup Mistral has disclosed the full environmental footprint of its flagship model, Mistral Large 2 123B parameters. Training the model emitted 20,400 metric...
Nov 12, 2025 Videos 1 min read
Let us learn "AI Agent Evaluation" with humour. AI Agents can plan, reason, and act - but how do we know if they’re doing it correctly? What if you wanted to book a ticket to London, but the AI Agent booked one to Lisbon? We have to evaluate...
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Nov 11, 2025 Articles 1 min read
Not many companies reveal the environmental impact of their AI models But French AI startup Mistral has disclosed the full environmental footprint of its flagship model, Mistral Large 2 123B parameters. Training the model emitted 20,400 metric...
Nov 8, 2025 Articles 1 min read
For years, AI model creators treated the internet like an open buffet - a limitless source of data to train their models. But now, that buffet is closing. Publishers are blocking AI crawlers and demanding payment for access. Why? Wikipe...
Nov 5, 2025 Articles 1 min read
For years, AI model creators treated the internet like an open buffet - a limitless source of data to train their models. But now, that buffet is closing. Publishers are blocking AI crawlers and demanding payment for access. Why? Wikipe...
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