Building a Long-Running Conversational AI Agent with Intelligent Context Management
Author(s): Jageen Shukla Originally published on Towards AI. Learn how to build an AI agent that remembers unlimited conversation history using Redis, ChromaDB vector search, and intelligent context management. Full source code available on GitHub and you can read this blog free …
TAI #198: Real-Time Speech AI Gets Serious: Google and OpenAI Race to Own the Voice Layer
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Real-time speech AI has been progressing quietly for the past year, but the past few weeks have delivered enough to warrant a dedicated look. …
Nobody Invented Attention. A Frustrated PhD Student Ran Out of Other Options.
Author(s): DrSwarnenduAI Originally published on Towards AI. Nobody Invented Attention. A Frustrated PhD Student Ran Out of Other Options. Dzmitry Bahdanau was not trying to invent the architecture that would eventually run inside every large language model on earth. Completely gibberish at …
Does Water Break Math? DeepMind’s Physics-Informed Search for the $1,000,000 Singularity
Author(s): DrSwarnenduAI Originally published on Towards AI. Does Water Break Math? DeepMind’s Physics-Informed Search for the $1,000,000 Singularity There is a prize. Not the proof. Not the $1 million.The article discusses how DeepMind employed a Physics-Informed Neural Network to explore the Navier-Stokes …
MCP (Model Context Protocol): Explained Simply
Author(s): Nisarg Bhatt Originally published on Towards AI. Here is something that does not get talked about enough. The AI tools you use every day, including ChatGPT, Claude, Cursor, whatever your favourite is, they all have the same quiet limitation. They know …
TAI #195: GPT-5.4 and the Arrival of AI Self-Improvement?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Two stories dominated this week that look unrelated but tell the same story. On Wednesday, OpenAI released GPT-5.4, its most work-oriented frontier model to …
Oracle Is Firing 30,000 People to Pay for AI It Hasn’t Built Yet
Author(s): Menna Adly Originally published on Towards AI. If your company is “pivoting to AI,” your job might be funding the pivot. One desk. One cut badge. And a data center full of chalk outlines where the servers were supposed to go. …
Code Ships in Minutes. Everything Else Takes Weeks.
Author(s): Know-Island Originally published on Towards AI. AI 100x’d the speed of writing code. We’ve done nothing about the 3 days it takes to review, build, approve, and deploy it. AI can write a feature in 3 minutes. Then you wait 2 …
Claude Cowork: The Future of AI Collaboration at Work
Author(s): Shubham Choudhary Originally published on Towards AI. Claude Cowork: The Future of AI Collaboration at Work Artificial intelligence tools have rapidly evolved from simple chatbots to powerful productivity assistants. Tools like ChatGPT, GitHub Copilot, and Microsoft Copilot already help users generate …
The Footnote That Runs the World-Johan Jensen Died in 1925. He’d Never Seen a Computer. Stable Diffusion Runs His Math Every Second
Author(s): DrSwarnenduAI Originally published on Towards AI. The Footnote That Runs the World His name was Johan. Lets pay our homage today!This article explores the significant yet often unrecognized contributions of Johan Jensen, a telephone engineer whose mathematical insights have become foundational …
The Video Frontier: When AI Stopped Watching and Started Understanding
Author(s): Ampatishan Sivalingam Originally published on Towards AI. Part IV of the Multimodal Intelligence Series · The model learned to see. Then it learned to remember what it saw. This stack did not exist in 2023. The U-Net diffusion models that produced …
LLMOps Guide: The End-to-End Pipeline for Reliable AI Applications
Author(s): Divy Yadav Originally published on Towards AI. For developers who have just built an LLM, RAG, or agentic system and are wondering what comes next. Most teams celebrate when their AI application finally works. The demo looks good, the feature ships. …
Beyond the Transformer Paradigm
Author(s): Shashwata Bhattacharjee Originally published on Towards AI. The release of Google’s TITANS architecture in late 2024 marks a theoretical inflection point in how we conceptualize machine memory. This isn’t merely another incremental improvement in long-context processing — it’s a fundamental rethinking …
I Built an Ontology Firewall for Microsoft Copilot in 48 Hours — Here’s the Production Code
Author(s): Pankaj Kumar Originally published on Towards AI. Most Copilot deployments are one bad agent action away from a serious production failure. This is the architecture that prevents it. 📌 GitHub Repository: cloudbadal007/copilot-ontology-firewall The Copilot had read a SharePoint document titled “Pre-Approved …
Agent Observability and Evaluation: A 2026 Developer’s Guide to Building Reliable AI Agents
Author(s): Divy Yadav Originally published on Towards AI. Why building agents without this layer is like driving blind. And how to fix it. You know exactly where to look when traditional software malfunctions. line number, stack trace, and error log. You’ll find …
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