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S1E38 AI Sparks Episode#38 Multi Agent LLM Systems
What if the next breakthrough in AI isn’t a bigger model… but a team of models? In this episode, we unpack a fresh idea in plain English: multi‑agent AI systems—where different AI “roles” debate,…
S1E37 AI Sparks Episode#37 LLM driven framework
In this episode of AI Sparks, we explore a fascinating new idea from recent research: co-evolution of algorithms and prompts using Large Language Models (LLMs).Traditionally, AI systems try to…
S1E35 AI Sparks Episode#35 Code intelligence
“From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence”In Episode 35 of AI Sparks, Praveen breaks down how we moved from human-only coding, to AI-assisted…
S1E34 AI Sparks Episode#34 DeepSeek Math V2
In this episode of AI Sparks, we explore DeepSeekMath-V2, a new AI model trained not just to solve hard math problems, but to actually verify and improve its own proofs.We break down how “solver”,…
S1E33 AI Sparks Episode#33 Google Antigravity Agent IDE
What if your AI could not only autocomplete your code… but build and run the whole app for you?In this episode of AI Sparks, Praveen breaks down Google Antigravity – Google’s new agent-first…
S1E32 AI Sparks Episode#32 Graphic Based Agent Planning and Tool use
What if your AI agent stopped thinking in a straight line and started planning like a graph? In this episode of AI Sparks, Praveen breaks down Graph-based Agent Planning (GAP) – a new way for AI…
S1E31 AI Sparks Episode#31 AI Agents & Interpretability with MCP by OpenAI
In this episode of AI Sparks, we crack open the world of AI agents, tools, and the Model Context Protocol (MCP). 🚀I break down what “agent tools” really are in simple terms, why MCP is like a…
S1E30 AI Sparks Episode#30 AI Native Engineering Team
In Episode 30 of AI Sparks, i dives into a powerful question every tech leader is quietly asking:“What if your engineering team could ship twice as fast… without adding a single new hire?”This…
S1E29 AI Sparks Episode#29 Agent0 Self evolving agents
In this episode of AI Sparks, we explore Agent0, a new research framework where two AIs — a teacher and a student — co-evolve without any human training data. One AI invents harder and harder tasks,…
S1E27 AI Sparks Episode#27 Agent Failure Modes
Different failure mode of Agents
S1E26 AI Sparks Episode#26 OpenAI Codex - Vibecoding
In this episode, I dives into OpenAI Codex and the rise of vibe coding — a new way to build software by describing what you want in plain English. We explore what Codex actually does, how it fits…
S1E25 AI Sparks Episode#25 Building trusted AI in Enterprise by Anthropic
A fast, practical walkthrough of Anthropic’s enterprise AI playbook: how to pick the right first use case, set graduation criteria, choose the right Claude model, engineer strong prompts, evaluate…
S1E24 AI Sparks Episode#24 Vibe Learning - AI in Education
Can something that writes like a pro still miss the point? In this AI Sparks episode, we unpack “Vibe Learning”—a human‑centered blueprint for education in the age of AI. We explore why LLMs can…
S1E23 AI Sparks Episode#23 Context Engineering 2.0
we race from the origins of context‑aware computing to today’s agent era. Using figures and tables from the paper, we unpack why context engineering is really entropy reduction, how Minimal…
S1E22 AI Sparks Episode#22 The Era of Agentic Organization
Today we explore agentic organization — a way for AI to behave like a project manager that splits a problem into small jobs, runs them in parallel, and weaves together the best answer. You’ll hear…
S1E21 AI Sparks Episode#21 Evaluating LLM Code Agent
Code-writing AIs are getting good—but how do we grade them fairly? In this episode, we unpack PRDBench, a new “projects-not-problems” benchmark that evaluates code agents the way teams actually ship…
S1E20 AI Sparks Episode#20
In this episode, we unpack the Smol Training Playbook—a down-to-earth way to build powerful AI without wasting time or money. You’ll learn when you actually need to train your own model, how to start…
S1E19 AI Sparks Episode#19 Survey of data Agents
A crisp tour of the new taxonomy for Data Agents — L0 to L5 — and why the L2→L3 leap (from executing steps to orchestrating pipelines) is the milestone to track. We cover the scope across Data…
S1E17 AI Spark Episode#17 OpenAI Context Engineering OpenAI Agent SDK
This article is inspired by the OpenAI Cookbook entry “Context Engineering — Short-Term Memory Management with Sessions from OpenAI Agents SDK” by Emre Okcular.#ContextEngineering #AIAgents #OpenAI…
S1E16 AI Sparks Episode#16 Modes of evaluating GenAI Systems
Discover how AI evaluation is evolving — from LLM-as-a-Judge to Agent-as-a-Judge. In this episode, i breaks down how autonomous agents are reshaping how we test and measure AI systems — making…
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AI Sparks has published 35 episodes since October 2025, covering topics in Technology.
AI Sparks is currently dormant with new episodes every few days. Average episode length is 3m.
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