Jet-Nemotron: NVIDIA’s New AI Architecture Achieves 53x Speed Improvement
Author(s): MKWriteshere Originally published on Towards AI. How the PostNAS framework delivers faster language model inference without sacrificing accuracy across benchmarks Large language models consume massive computational resources. Your company’s AI bills keep climbing. Processing times frustrate users waiting for responses. Image …
Measuring Uplift Without Randomised Control — a Quick and Practical Guide
Author(s): Jonty Haberfield Originally published on Towards AI. A tour of methods, including Difference in Differences, OLS vs. Bayesian regression, and ANOVA and ANCOVA An email campaign. An updated web journey. A new medicine. Across industries and specialties we often ask — …
Building Knowledge Graphs with Apache AGE
Author(s): Sandani Fernando Originally published on Towards AI. Building Knowledge Graphs with Apache AGE This is 2025, and data doesn’t come alone — it comes with relationships, connections, and context. Like any other graph database, Apache AGE stores nodes, edges connecting them, …
Multi-Agent Systems Done Right
Author(s): Vlad Johnson Originally published on Towards AI. In the rapidly evolving field of Artificial Intelligence, multi-agent systems have emerged as a powerful approach to tackling complex, multi-step problems that often exceed the capabilities of single agents. These systems have proven to …
Evolution of Transformers Pt2: Sequence Modelling(Transformers)
Author(s): Apoorv Jain Originally published on Towards AI. In the previous blog of this series, we explored the early revolutionary idea of Recurrent Neural Networks (RNNs) for sequence modelling. We discussed their core intuition, the advantages they offered, and the key limitations, …
Discovering Top 3 Frontier LLMs Through Benchmarking — Arc AGI 3
Author(s): Eivind Kjosbakken Originally published on Towards AI. Discovering Top 3 Frontier LLMs Through Benchmarking — Arc AGI 3 In the last few weeks, we have seen the release of powerful LLMs such as Qwen 3 MoE, Kimi K2, and Grok 4. …
How AI is Revolutionising Legal Practice
Author(s): Abhay Aditya Originally published on Towards AI. How NLP models like LegalBERT are reducing costs by 50%, and making professional-grade legal analysis accessible to everyone Imagine you’re Sherlock Holmes, but instead of solving murders, you’re hunting down hidden risks in a …
Build a Production Voice Agent This Weekend: Realtime API + MCP + SIP (Step-by-Step)
Author(s): Tarun Singh Originally published on Towards AI. AI That Picks Up the Phone: Realtime Voice Agents with SIP, MCP, and WebRTC TL;DR: In this hands-on guide you’ll ship a fully working Realtime API voice agent with WebRTC speech-in/speech-out, server-executed MCP-style tools, …
Qwen2.5-VL: A hands on code walkthrough
Author(s): tangbasky Originally published on Towards AI. Twin articles: Qwen2-VL: A hands-on code walkthrough understand the working mechanism of multimodal LLMs medium.com It is difficult for those who read Qwen-VL for the first time to understand. The key barrier lies not in …
Beginner’s Visual Guide to Quantisation Methods for LLMs
Author(s): Parth Chokhra Originally published on Towards AI. A Visual Step-by-Step Guide to Popular Quantisation Techniques Quantisation is the process of reducing the precision of numbers used in a model; for example, storing weights in 8-bit integers instead of 16- or 32-bit …
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