If you've ever typed "let's think step by step" into ChatGPT and watched the answer quality jump, you've already used chain-of-thought prompting without knowing it. That phrase isn't magic — it's a deliberate technique backed by peer-reviewed research. What It Is Chain-of-thought (CoT) prompting instructs an AI model to reason through a problem step by step before delivering its final answer. Instead of predicting a response in one leap, the model generates a sequence of intermediate reasonin... Read more ›
Automatically fold logging and debug-print statements in Neovim while preserving your existing Treesitter, LSP, or origami folding setup. - markosnarinian/fold-logging.nvim Read more ›
Python 3.15 adds lazy imports, but why aren't imports lazy by default? Read more ›
Iterative generative modeling techniques, such as flow matching, provide powerful tools to model complex behaviors for effective offline reinforcement learning (RL). In this work, we propose a new off-policy RL algorithm that trains a flow policy based on prior data. Our idea starts from the "expanded" Markov decision process (MDP) framework, which treats individual flow refinement steps as separate actions in an MDP. To enable off-policy RL wit... Read more ›
Lore is a next-generation, open source revision control system - EpicGames/lore Read more ›
Raspberry Pi OS gets a June update with refreshed app icons, Labwc 0.9.7, firmware updates, bug fixes, and Linux kernel 6.18 LTS. Read more ›
If you tend to get anxious but aren't great at meditating, a nimbler, "hovering" style of mindfulness can help you navigate difficult days. Read more ›
Discover how Vim Text Editor now supports an opt-in GTK 4 GUI, enhancing user experience with a modern interface. Explore the new features today! The post appeared first on . Read more ›
More than 250 submissions came in for this year's Cat Zine Fest. We have this preview. Read more ›
Set up two voice-driven terminal commands using local speech-to-text and Pi coding agent: say what you want to get a shell command, or ask an LLM questions. Read more ›
Understanding how humans select, rehearse, and transform internal representations ‘in mind’ is vital. Gaining access to these latent working-memory processes, however, is not trivial. Here, I review the recent discovery that working-memory processes ‘leak’ into spatial biases in minuscule eye movements known as microsaccades. I first unpack this central finding and position it alongside complementary findings from the literature on attention, memory, and eye movements. Next, I adopt a pragmat... Read more ›
Discover the 5 DNS servers every home lab should know about, including Technitium DNS, Unbound, BIND9, Pi-hole, and CoreDNS. Learn the strengths, weaknesses, and high availability options for each. Read more ›
Watch more: The Digital Shift With Spreedly’s Doug Fry The modern checkout page has become a proving ground where speed, trust and data quality determine whether a purchase succeeds or disappears. In short, getting as much value from payment information is a top priority. It’s a job tailor-made for tokenization. For merchants, tokenization is […] The post appeared first on <a href=" Read more ›
Large language models have moved out of the research lab and into engineers’ daily workflow. LLMs serve as reasoning engines that can orchestrate complex tasks including identifying vulnerabilities in source code and transforming fragmented project discussions into rigorous technical specifications.While the general public uses AI tools to write email and plan vacations, technical professionals use LLMs as core architectural elements that are fundamentally changing how digital infrastructures... Read more ›
The blog Linuxiac reports: A new systemd fork has appeared with a specific purpose: removing systemd's recently added support for storing a user's birth date in JSON user records. The fork, called Liberated systemd, published its first tagged release as v261 shortly after the official systemd 261 release. In other words, the fork follows upstream systemd while reverting the change that added the new optional birthDate field. Importantly, this is not a new init system, a wider redesign of syst... Read more ›
From pretraining to RLHF/GRPO — every algorithm hand-written in pure PyTorch. Read more ›
Don't stuff your CLAUDE.md Read more ›
This study presents a quantitative structure-property relationship (QSPR) framework that integrates graph theory with machine learning to predict key physicochemical properties of diverse organic compounds. A data set of 275 structurally diverse organic compounds, including alkanes, alkenes, alkynes, cyclic systems, and aromatic hydrocarbons–was represented as molecular graphs, and their topological features were encoded using two complementary degree-based indices: the Sombor index (SO) and ... Read more ›
👉 In this tutorial, I am going to explain an advanced step-by-step Exploratory Data Analysis (EDA) in Python using the Diamond Dataset… Read more ›
RMUX keeps your shell alive, scriptable, and inspectable as a blazing-fast tmux-compatible multiplexer and terminal automation engine. Read more ›