The Last Human Internet: How Model Collapse Could Break AI
Author(s): Rohan Mistry Originally published on Towards AI. AI is training on AI. Nobody’s talking about it loudly enough. Something is quietly breaking inside the world’s most powerful AI systems. After posing the core question of what AI is “learning” as the …
The LLM Is the Cheapest Part: Why Enterprises Now Sell You the “Agent Harness”
Author(s): Vivek Acharya Originally published on Towards AI. “Harness” went from slang to paradigm in three weeks A client asked me a fair question last quarter: if a single model call costs a fraction of a cent, why is the agent platform …
A Deep Dive into Distributed Checkpointing: Using Orbax with Torchax on TPUs
Author(s): Pratiksha Patnaik Originally published on Towards AI. A Deep Dive into Distributed Checkpointing: Using Orbax with Torchax on TPUs Training large deep learning models is an exercise in managing risks. Hardware glitches, network drops, spot instance preemption, and sudden cloud infrastructure …
Linear Regression : 33 Must Do Interview Questions
Author(s): Ananya Originally published on Towards AI. Linear Regression : 33 Must Do Interview Questions I write articles on Data Science, Finance and philosophy. In this one, I am focusing on one of the popular machine learning algorithms Linear Regression, if you …
Every AI Model Trains on a Curved Surface. Gradient Descent Pretends It’s Flat. Amari Proved the Cost in 1998.
Author(s): Dr Swarneendu AI Originally published on Towards AI. Every AI Model Trains on a Curved Surface. Gradient Descent Pretends It’s Flat. Amari Proved the Cost in 1998. You have been visualizing the loss landscape wrong. Not slightly wrong. Geometrically wrong. The …
Spring Boot Is Changing Forever with AI — And Most Developers Don’t Know It
Author(s): FutureLens Originally published on Towards AI. I shipped a full REST API with zero boilerplate last Tuesday. No, seriously zero. And I didn’t write a single line for the configuration. That sentence would’ve been a lie before six months ago. “Image …
Understanding the AI Code Is the New Technical Debt
Author(s): Shwetha Kumari A Originally published on Towards AI. Understanding the AI Code Is the New Technical Debt AI Architect’s Notes· Week 01 · Honest Takes 93% confident. Completely wrong. Nobody knows why. We have confused the ability to assemble AI with …
The Productivity Metric Everyone’s Tracking Is the Wrong One. The Real Number Is How Much Work You Cancelled.
Author(s): The Smarter Way Originally published on Towards AI. Image generated with AI I keep meeting people who tell me, with real pride, that AI has made them three times faster at their job. I always want to ask the same follow-up …
Where Should Your Automation Live? Lessons From a Jira Integration That Quietly Broke
Author(s): Rajesh Vishnani Originally published on Towards AI. Where Should Your Automation Live? Lessons From a Jira Integration That Quietly Broke A QA workflow stopped working after a project migration. Nothing in the app had changed. The bug taught us more about …
I Built a Voice Agent on OpenAI’s Realtime API. The Voices Sounded Robotic. Here’s the Hybrid Stack That Fixed It.
Author(s): Rajesh Vishnani Originally published on Towards AI. I Built a Voice Agent on OpenAI’s Realtime API. The Voices Sounded Robotic. Here’s the Hybrid Stack That Fixed It. OpenAI for reasoning, ElevenLabs for voice, Twilio for transport — and a single config …
The Secretive Stack: An Autonomous Coding Loop From Four Famous Tools
Author(s): Anup Karanjkar Originally published on Towards AI. Hermes Agent v0.14.0 + Claude Code + Sequential Thinking MCP + Forrest Chang’s Karpathy CLAUDE.md — the combo that ships PRs while you sleep, with the cron template you can run tonight Nous Research …
Cortex Code’s Access Troubleshooter Skill: From “Insufficient Privileges” to Authorized in Seconds
Author(s): Satish Kumar Originally published on Towards AI. Cortex Code’s Access Troubleshooter Skill: From “Insufficient Privileges” to Authorized in Seconds It is 3 AM. Your data pipeline just failed: SQL access control error: Insufficient privileges to operate on table'PROD_DB.ANALYTICS.CUSTOMER_360' Your ETL service …
This One AI Tool Changed How I Write Spring Boot Forever in 2026
Author(s): FutureLens Originally published on Towards AI. This One AI Tool Changed How I Write Spring Boot Forever in 2026 I’ve been writing the Spring Boot since 2019. Seven years of @Autowired, @RestController, application.properties hell, and XML configs that made me questions …
Solving the Cold-Start Problem in Few-Shot Learning: From Prototypes to Production
Author(s): Akash Dogra Originally published on Towards AI. Solving the Cold-Start Problem in Few-Shot Learning: From Prototypes to Production Your model has three images. Your boss wants 99% accuracy. Here’s the engineering playbook that actually works. The Factory That Couldn’t Wait Picture …
Why the Illusion of AI Progress Makes Responsible AI Matter Today
Author(s): Tech Mahindra Originally published on Towards AI. Why the Illusion of AI Progress Makes Responsible AI Matter Today Photo by Google DeepMind on pexels Artificial intelligence is no longer confined to pilots or innovation labs. It is now embedded as the …
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