Calling the Anthropic API: 4 Lines to Your First LLM Response
Author(s): Nagaraj Originally published on Towards AI. No boilerplate here. No DI container, nothing-no middleware whatsoever. Just results I have dedicated several months to developing artificial intelligence backends using C# which includes building Semantic Kernel and HttpClient and custom middleware and dependency …
How AI Agents Work: The OpenClaw Case
Author(s): CreateMoMo Originally published on Towards AI. How AI Agents Work: The OpenClaw Case This note uses OpenClaw as an example to explain how AI Agents work. While technology is evolving rapidly — and some details may differ from the latest developments, …
A Very Fine Untuning
Author(s): Alexandra Rusina Originally published on Towards AI. How fine-tuning made my chatbot worse (and broke my RAG pipeline) I spent weeks trying to improve my personal chatbot, Virtual Alexandra, with fine-tuning. Instead I got increased hallucination rate and broken retrieval in …
Crack ML Interviews with Confidence: Anomaly Detection (20 Q&A)
Author(s): Shahidullah Kawsar Originally published on Towards AI. Data Scientist & Machine Learning Interview Preparation Different types of anomaly detection techniques: Source: Image is generated by ChatGPTThis article discusses various anomaly detection techniques relevant for data scientists and machine learning practitioners, outlining …
Hate Speech Detection Still Cooks (Even in 2026)
Author(s): Saif Rathod Originally published on Towards AI. The failure case you didn’t see coming In late 2025, a major social platform quietly rolled back parts of its LLM-based moderation pipeline after internal audits revealed a systematic pattern: posts in African American …
Reliable Agentic Development on a €40 Budget: Dependency-Aware Orchestration for Claude, Codex, and Human-in-the-Loop
Author(s): Akash Acharya Originally published on Towards AI. Most agentic coding demos show the happy path: AI gets task, AI writes code, done. What they don’t show is who decides what the tasks are. Or what happens when a task is marked …
Why System Behaviour Must Be Designed, Not Improvised
Author(s): Muhammad Ejaz Ameer Originally published on Towards AI. By Muhammad Ejaz Ameer, Product & Decision Architecture Lead There is a moment in the life of almost every digital product when the team realises something uncomfortable: the system does not actually know …
The Loop: How an AI Swarm Surfaced a Governance Limitation, Then Tested the Fix
Author(s): Selfradiance Originally published on Towards AI. AgentGate is a runtime accountability layer for AI agents: before an agent can execute a high-impact action, it must lock a bond as collateral. Good outcomes release the bond. Bad outcomes slash it. The mechanism …
Meta Just Built an AI That Rewrites the Rules of How It Gets Smarter. Then It Rewrote Those Rules Too.
Author(s): DrSwarnenduAI Originally published on Towards AI. The complete breakdown of HyperAgents — what metacognitive self-modification actually means, why the old way always hits a ceiling, and the result that made the AI safety community sit up straight. Meta Just Built an …
Why Drug Toxicity Can’t Be Predicted in Isolation — Building EIRION with Graph Neural Networks
Author(s): Ajay Originally published on Towards AI. How we built a graph neural network that finally sees the whole play — not just the audition Every year, drugs that passed early safety tests go on to harm people in ways nobody predicted. …
LLM Benchmarks Are Junk Science
Author(s): Kaushik Rajan Originally published on Towards AI. An Oxford review of 445 benchmarks found 84% lack basic statistical testing. Models score 90% on standard tests but 2% on unseen problems. A 5-question smell test for any benchmark claim. Over the past …
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 …
Why NO One Uses AI Code Review Tools
Author(s): Hari Ohm Prasath Originally published on Towards AI. 1. Introduction With tools like Cursor and Claude, writing code is actually the fastest part of the job now. But that means code review has become a massive bottleneck. A developer can finish …
AGI Is Not a Compute Problem. ARC-AGI-3 Just Proved It.
Author(s): Siddhant Nitin Patil Originally published on Towards AI. On March 22, 2026, Jensen Huang sat across from Lex Fridman and said four words that traveled at the speed of light through every AI Slack channel and investor deck on the planet: …
I Passed the DP-600 Fabric Analytics Engineer Exam — Here’s My Honest Study Plan (With What I’d Skip)
Author(s): Sheth Priyanka Originally published on Towards AI. Six weeks, two failed practice runs, one embarrassingly wrong assumption about what the exam actually tests, and the exact study approach that finally got me there. No sponsored course recommendations. No affiliate links. Just …
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