Comparing Efficiency Strategies for LLM Deployment and Summarizing PowerInfer‑2’s Impact | HackerNoon
Table of Links Abstract and 1. Introduction Background and Motivation PowerInfer-2 Overview Neuron-Aware Runtime Inference Execution Plan Generation Implementation Evaluation…
3 Experiments That Reveal the Shocking Inner Life of AI Introduction: Is Anybody Home? | HackerNoon
Have you ever wondered what an AI is really thinking when it gives you an answer? We often assume that…
Your AI Co-Pilot Needs a Human Boss: Building a Real Human-in-the-Loop Workflow for Logistics | HackerNoon
Stop thinking of AI as a black box that spits out answers. The real power comes when you architect a…
Can Transformers Learn Logical Reasoning from Scratch? | HackerNoon
:::info Authors: (1) Emmanuel Abbe, Apple and EPFL; (2) Samy Bengio, Apple; (3) Aryo Lotf, EPFL; (4) Colin Sandon, EPFL;…
Rust-Based Redox OS Gets Servo Web Engine Running – Sort Of
The Rust-based Redox OS open-source operating system project is out with its October 2025 status report. Most notable is this…
Why Transformers Struggle with Global Reasoning | HackerNoon
Table of Links Abstract and 1. Introduction 1.1 Syllogisms composition 1.2 Hardness of long compositions 1.3 Hardness of global reasoning…
Linux 6.19 To Optimize Exiting To User-Space For Restartable Sequences
Queued up in a TIP branch ahead of the Linux 6.19 merge window opening in about one month's time is…
Understanding the Local Reasoning Barrier in Transformer Models | HackerNoon
Table of Links Abstract and 1. Introduction 1.1 Syllogisms composition 1.2 Hardness of long compositions 1.3 Hardness of global reasoning…
How Inductive Scratchpads Help Transformers Learn Beyond Their Training Data | HackerNoon
Table of Links Abstract and 1. Introduction 1.1 Syllogisms composition 1.2 Hardness of long compositions 1.3 Hardness of global reasoning…
The Training Technique That Teaches AI to Think, Not Memorize | HackerNoon
Table of Links Abstract and 1. Introduction 1.1 Syllogisms composition 1.2 Hardness of long compositions 1.3 Hardness of global reasoning…
