Anthropic Just Exposed Claude Code’s Biggest Weakness. The Fix Takes Only 6 Lines.
Author(s): Anup Karanjkar Originally published on Towards AI. Opus 4.8 quietly admits AI struggles to catch its own bugs. The real breakthrough isn’t a smarter model — it’s making another AI review code it never wrote. Read Anthropic’s own line about their …
Kimi K3: The Chinese Model That Just Beat Claude at Its Own Game
Author(s): MayhemCode Originally published on Towards AI. China Beat America’s Best Coding AI, and Almost Nobody Saw It Coming On July 16 2026, most of the western developers never think of this will ever happen, like a model released one year ago …
If AI Can Clone Your App in a Day, What Is Left to Defend?
Author(s): Dave R – Microsoft Azure & AI MVP☁️ Originally published on Towards AI. Software moats, agent architectures, and the engineering that still holds value when the cost of building drops to almost zero. This article looks at software defensibility in a …
Logistic Regression: The Tutorial That Starts Where Others End
Author(s): Felix Pappe Originally published on Towards AI. Go inside the training loop and watch the model learn If you’ve ever wondered what statistics packages and programs are doing when calculating logistic regression, this is for you. The logistic (sigmoid) function transforms …
How DeepSeek Taught AI to Think for Itself: The Breakthrough Behind the R1 Revolution
Author(s): Pop123 Originally published on Towards AI. How DeepSeek Taught AI to Think for Itself: The Breakthrough Behind the R1 Revolution From ‘Eureka’ moments to grading on a curve — how a simple change in reinforcement learning created an AI that corrects …
When You Can’t Measure What Matters: A Closed-Loop Harness for Probability-of-Default Estimation
Author(s): Hossain Pazooki Originally published on Towards AI. When You Can’t Measure What Matters: A Closed-Loop Harness for Probability-of-Default Estimation Causal estimators for loan decisions cannot be graded on real lending data, because the data never contains the answer. Planting the truth …
Building Physics Simulations with Pymunk and Pygame — Part III
Author(s): Sakshi Bhatia Originally published on Towards AI. Building Physics Simulations with Pymunk and Pygame — Part III http://www.pymunk.org/ Damped Spring It is a damped spring. (Without damping, the spring would oscillate forever once compressed or stretched.) from pymunk.constraints import RotarySpringspring = …
Claude Cracked an 87-Year-Old Conjecture — I Verified the Counterexample in 0.1 Seconds
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Claude Cracked an 87-Year-Old Conjecture — I Verified the Counterexample in 0.1 Seconds On Sunday evening, while most of the world was watching the World Cup final, a mathematician at …
Kimi K3 Has 2.8 Trillion Parameters and Uses 1.8% of Them Per Token. Here Is the Mathematics of Why That Is Genius.
Author(s): Dr Swarneendu AI Originally published on Towards AI. Kimi K3 Has 2.8 Trillion Parameters and Uses 1.8% of Them Per Token. Here Is the Mathematics of Why That Is Genius. Two weeks ago the largest open-weight model in existence had one …
Gemini 3.6 Flash Reads Charts 14 Points Worse Than the Model It Replaced — LlamaIndex Ran the Numbers
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Gemini 3.6 Flash Reads Charts 14 Points Worse Than the Model It Replaced — LlamaIndex Ran the Numbers Yesterday everyone cheered Gemini 3.6 Flash for topping the computer-use leaderboards. Then …
I Trained Two CNNs on 101 Food Categories. The Gap Was 42%
Author(s): Yokeswaran Originally published on Towards AI. I Trained Two CNNs on 101 Food Categories. The Gap Was 42% Image generated by ChatGpt I had read the advice a hundred times. “Don’t train from scratch. Use pretrained weights.” Every course. Every tutorial. …
How Spark Manages Memory — The Unified Memory Model, Spills, and AQE
Author(s): chakshu_salgotra Originally published on Towards AI. How Spark Manages Memory — The Unified Memory Model, Spills, and AQE Where every gigabyte in an executor actually goes, and why your job dies at 85% completion Part I | Part II | Part …
Diagnose and Evaluate Before You Mutate
Author(s): Benedikt Sanftl Originally published on Towards AI. Diagnose and Evaluate Before You Mutate Evaluation is how you learn your agent is failing. Diagnostics is how you learn what failed, why, and where it started. By Mutagent AI Labs · July 15, …
Stop Drowning Your Cursor IDE in MCP & SKILL Noise — Everything You Need to Know 🧠
Author(s): Damien Berezenko Originally published on Towards AI. Stop Drowning Your Cursor IDE in MCP & SKILL Noise — Everything You Need to Know 🧠 Are you manually toggling MCP tools on and off? Typing “use the XYZ tool or skill”? You’re …
Every LangGraph Pattern You’ll Actually Use : Explained Properly
Author(s): Bessie Delight Kekeli Originally published on Towards AI. Every LangGraph Pattern You’ll Actually Use : Explained Properly If you’ve looked at LangGraph code before and felt lost in a pile of StateGraph, add_node, and add_edge calls, this guide is for you. …
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