The End of Token Inflation with DeepSeek OCR-2
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. How “Context Optical Compression” Re-Engineers Document Processing from First Principles The tech world buzzes with excitement every time a leaderboard changes hands, usually celebrating a massive model with a parameter count that …
Google DeepMind TRecViT says Video AI Doesn’t Need to Hoard!!
Author(s): DrSwarnenduAI Originally published on Towards AI. How TRecViT proves that lightness beats brute force — the equation always wins The 175B parameter giants are mansions. TRecViT is the studio apartment that outperforms them.TRecViT outperforms massive AI models by utilizing a compact …
The Algorithmic Arbitrage Crisis: Why AI-Powered Gambling Represents a Systemic Market Failure
Author(s): Shashwata Bhattacharjee Originally published on Towards AI. The convergence of artificial intelligence and gambling infrastructure represents one of the most underexamined technological risks of the 2020s. While public discourse focuses on AI safety in autonomous systems or misinformation, a more immediate …
The Great AI Paradox of 2025: Why 88% Adoption Doesn’t Equal Transformation
Author(s): Shashwata Bhattacharjee Originally published on Towards AI. The artificial intelligence revolution promised to be swift and decisive. Three years after ChatGPT catalyzed the generative AI era, we find ourselves in a curious position: AI is everywhere, yet transformative impact remains elusive …
Beyond Training Data: How Adversarial Evolution is Rewriting the Rules of Machine Intelligence
Author(s): Shashwata Bhattacharjee Originally published on Towards AI. The Paradigm Shift Hiding in Plain Sight On January 8th, 2025, Sakana AI and Japan’s Ministry of Internal Affairs and Communications published research that fundamentally challenges our assumptions about how machine learning systems acquire …
ClawBot’s Architecture Explained: How a Lobster Conquered 100K GitHub Stars 🦞
Author(s): Kushal Banda Originally published on Towards AI. ClawBot’s Architecture Explained: How a Lobster Conquered 100K GitHub Stars 🦞 The technical design decisions that turned a personal hobby project into 2026’s most-discussed AI agent An open-source AI agent hit 100,000 GitHub stars …
Mastering Decision Trees: Essential Interview Questions for Data Scientists
Author(s): Ajit Originally published on Towards AI. Mastering Decision Trees: Essential Interview Questions for Data Scientists If there’s one family of algorithms that never leaves the interview room, it’s Decision Tree–based models 💁 Image by GPT-5.2This article delves into decision tree interviews, …
5 Best Practices for Building AI Applications That Actually Scale
Author(s): Dhanush Kandhan Originally published on Towards AI. 5 Best Practices for Building AI Applications That Actually Scale — By Dhanush Kandhan It’s 2026 dude. If your SaaS/Application just “calls an LLM,” you don’t have a business, you have a bill. Every …
From Clusters to Customers: Supercharging Segmentation with Generative AI
Author(s): Abhijeet Sahoo Originally published on Towards AI. The “Consultant’s Confession” If you’ve spent any time in pharma consulting, you know the drill. We live in a world of high-stakes “Patient Journeys” and “HCP Target Lists.” I’ve spent more hours than I …
AI in the Middle of UI/UX: When Machines Learn to Fix What Humans Break
Author(s): Jageen Shukla Originally published on Towards AI. A feasibility study in autonomous UX optimization Let me start with a confession: traditional UX optimization is painfully slow, expensive, and often misses the mark. autonomous-ux-engineThis article discusses the development of a multi-agent AI …
Building Production Text-to-SQL for 70,000+ Tables: OpenAI’s Data Agent Architecture
Author(s): MKWriteshere Originally published on Towards AI. How OpenAI handles 600PB of data with self-correcting agents, six context layers, and closed-loop validation — a technical guide you can replicate It’s 4:55pm. Image Generated by Author Using AIThe article discusses OpenAI’s architecture for …
The Truth About ‘AI’ Layoffs: 59% of Companies Admit It’s Just a Better Story
Author(s): MohamedAbdelmenem Originally published on Towards AI. Believing the ‘AI layoff’ hype? A majority of hiring managers confess it’s a stakeholder-friendly facade. Discover the three signals that reveal the truth and the skills that make you indispensable. The story feels inevitable. New …
How to Increase the Context Length of LLM?
Author(s): Bibek Poudel Originally published on Towards AI. References Effective Long-Context Scaling of Foundational Models Qwen3 Technical Report Attention Based Frequency What is Positional Encoding? At its core, positional encoding answers a deceptively simple question: How does a transformer know that “bank” …
Building RAG Systems: From Tutorial to Production (The Real Story)
Author(s): AbhinayaPinreddy Originally published on Towards AI. When Your AI Confidently Lies to Your Legal Team Picture this: You’re in a boardroom. Your new AI system is answering questions about company policies. Everything’s going smoothly. Then the legal team asks about your …
Master LoRA: Fine-Tune Giant AI Models on Your Laptop (Complete Guide) 💻
Author(s): AbhinayaPinreddy Originally published on Towards AI. 🤯 The Impossible Dream That Became Reality Imagine this: You want to train your own version of ChatGPT for your specific business. You check the requirements. LoRA is a game-changing technique that’s democratizing AI development.The …
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