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News
Another Step Forward in My Machine Learning Journey
13+ hour, 18+ min ago (35+ words) Every new skill is another piece of the foundation we build for our future. I am happy to share that I have successfully completed the ML Bootcamp …...
Self-host Odoo CRM Ubuntu Linux
17+ hour, 43+ min ago (1716+ words) Choosing a self-hosted CRM is not only about finding a place to store contacts and track deals. The bigger question is what you will need after the CRM is running. A small business may start with leads, contacts, opportunities, and…...
TokenPrint: An Open-Source 3D Visual Debugger for LLMs and Transformers
13+ hour, 22+ min ago (765+ words) I Built TokenPrint: A 3D Visual Debugger for LLMs and Transformers Large language models are becoming increasingly powerful …...
What I Learned Building an Urdu Question Generator From Scratch
13+ hour, 43+ min ago (1323+ words) No Transformers, no pretrained weights, 74,000 sentences, and four bugs that would have silently produced garbage. Give a model an Urdu …...
This Tiny Python AI Agent Did What Normally Takes Me 20 Minutes
13+ hour, 52+ min ago (266+ words) I almost spent 20 minutes doing something I really didn’t want to do. I had a folder full of customer-support messages and needed to …...
Designing Effective Harnesses for AI Agents: From Impressive Demos to Reliable Systems
17+ hour, 1+ min ago (1349+ words) AI agents are getting more powerful every day. We can now build an agent that reads information, calls APIs, uses tools, makes decisions, and completes tasks with very little human involvement. A simple mental model for this looks like: LLM…...
Stopping Speaker Drift in Real-Time Speech Transcription
16+ hour, 35+ min ago (658+ words) Meeting assistants are everywhere, and they all offer the same trade: your audio in the cloud, or your transcript only after the meeting ends …...
Magic Matched DeepSeek V4 Pro Base Quality for $500K, Using 50 Times Less Compute
2+ day, 21+ hour ago (483+ words) DeepSeek V4 Pro, which launched in April 2026 as an open-weight model with 1.6 trillion total parameters and roughly 49 billion active per inference pass, was itself considered unusually compute-efficient for the quality it delivered. Magic's claimed compute for matching it — approximately 1.58 × 10²³ FLOPs — is…...
Two interpretable supervised algorithms reveal feature aggregation in
2+ day, 23+ hour ago (11+ words) nonlinear systems Bioengineer.org...
How Do AI Detectors Work? Techniques & Accuracy
3+ day, 19+ hour ago (786+ words) AI detectors rely on statistical patterns like perplexity and burstiness, not on identifying an author directly. Accuracy varies widely, and false positives hit certain writers harder than others, so a single score should never stand as final proof. An AI…...