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. …
Why Claude Code Changed MyWorkflow?
Author(s): Software Workaholic Originally published on Towards AI. Why Claude Code Changed MyWorkflow? I used to write code. Now I mostly write plans and review. That sounds like a slogan, but it’s the most honest way I can describe what happened to …
Open-Source AI vs. Proprietary AI
Author(s): “The AI Engineer” Originally published on Towards AI. Open-Source AI vs. Proprietary AI The Real Battle Isn’t About Intelligence created by GEMINI Every few months, a new leaderboard resets the conversation. A model tops MMLU-Pro, or edges out a rival on …
The Interpretability Debt Nobody’s Budgeting For
Author(s): “The AI Engineer” Originally published on Towards AI. created by Gemini Twelve days from now, on August 2, 2026, the EU AI Act’s high-risk obligations become enforceable. Article 13 requires that providers design their systems so a human deployer can understand …
The Complete Technical Guide to Running LLMs Locally in 2026
Author(s): Ashish Nishad Originally published on Towards AI. Hardware math, quantization tradeoffs, five inference engines benchmarked, and two real case studies where the numbers met reality on my own machine. Most “run an LLM locally” guides stop at ollama pull and a …
I Built a Multi-Agent AI Data Analyst on Google Cloud That Turns Natural Language into Business Intelligence
Author(s): Geetika Padam Originally published on Towards AI. “What was our highest revenue product category last quarter?” It sounds like a simple business question. Yet in many organizations, answering it still requires a chain of dependencies: Business Team → Data Analyst → …
Gemini 3.6 Flash Hit 83% on Computer Use — a Cheap Flash Model Shouldn’t Beat GPT-5.6 and Grok
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Gemini 3.6 Flash Hit 83% on Computer Use — a Cheap Flash Model Shouldn’t Beat GPT-5.6 and Grok A model that costs $7.50 per million output tokens just posted the …
One Malicious Payload Hijacked Claude Code AND Codex Unchanged — The ‘Friendly Fire’ Exploit Has No Patch
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. One Malicious Payload Hijacked Claude Code AND Codex Unchanged — The 'Friendly Fire' Exploit Has No Patch A security researcher wrote a single attack payload against Claude Sonnet 4.6. Then, …
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