Implementing Neural Networks in SQL via Xarray-SQL
The Xarray-SQL project demonstrates that neural networks and complex physics calculations can be implemented in SQL by treating Nd arrays as relational tables and utilizing relational algebra for tensor operations.
Migrating a Production AI Agent to GPT-5.6 Sol
Ploy migrated its production AI agent from Claude Opus 4.8 to GPT-5.6 Sol, achieving a 2.2x speed increase and 27% cost reduction through rigorous eval harness cleaning and provider-specific optimizations.
OpenClaw Machines: Enterprise Infrastructure for OpenClaw Agents
OpenClaw Machines is an open-source platform that enables the deployment of multiple hardware-isolated OpenClaw AI agents on self-hosted infrastructure using Firecracker microVMs.
Super Dario: An AI Industry Satire Game
Super Dario is a satirical 2D platformer that uses AI-generated code and assets to simulate the endless, unwinnable cycle of the AI industry's valuation and release cycles.
Vanilla JavaScript vs. Modern Frameworks: Trade-offs in Scalability and AI Integration
A debate over the use of Vanilla JavaScript versus modern UI frameworks highlights the tension between architectural simplicity and the collaborative standardization required for team-based development.
Cyberpunk Comics, Manga, and Graphic Novels: A Comprehensive Guide
A detailed survey of cyberpunk illustrated literature from 1975 to 2023, spanning Western comics, Japanese manga, and graphic novels that define the high-tech, low-life aesthetic.
Evolving as a Programmer in the Age of LLMs
Drawing a parallel to the transition from stop-motion to CGI in Jurassic Park, this article explores how software engineers can evolve by integrating LLMs into their workflow without sacrificing code quality or critical thinking.
How to Read More Books: Strategies for Prolific Reading
Increasing your reading volume requires replacing digital distractions with books and utilizing every interstitial moment of the day to build a sustainable reading habit.
ruby_llm: a unified Ruby AI framework for building multimodal chats, agents, and agentic workflows in Rails
A unified Ruby AI framework that provides a consistent interface for multiple LLM providers, enabling the creation of chats, agents, and multimodal AI features in Rails applications.
Domestic Slavery in Brazil: The Case of Maria
A 62-year-old woman, identified as Maria, was rescued in Fortaleza, Brazil, after being enslaved for 55 years by three generations of the same family.
Terry Tao on Modern Coding Agents for Mathematical Visualization
Mathematician Terry Tao describes using AI coding agents to modernize legacy Java applets and create new interactive mathematical visualizations, highlighting the reduced activation energy for domain experts to build software.
openagents: a collaborative workspace and launcher for coordinating multiple AI agents in a single shared environment
A collaborative OS for AI agents that provides a unified workspace where different AI agents can collaborate, share files, and share a live browser.
Understanding the Odin Programming Language Guide
Karl Zylinski's 'Understanding the Odin Programming Language' is a comprehensive guide to low-level programming using the Odin language, covering manual memory management and data-oriented design.
OpenAI Guide to Managing AI Investments in the Agentic Era
OpenAI outlines a strategic framework for enterprise AI investment, shifting the focus from token pricing to useful work per dollar and outcome-based ROI.
The Decline of Social Media Posting: Why 55% of Americans Have Stopped Sharing
A recent Incogni study reveals that 55% of Americans have stopped posting on social media due to algorithmic fatigue, political polarization, and a shift toward private group communications.
Reclaiming Deep Attention: The Struggle to Read in the Age of Digital Distraction
A discussion on the decline of deep reading habits due to screen addiction and the psychological effort required to recondition the brain for long-form content.
GLM-5: a series of flagship LLMs optimized for long-horizon agentic engineering and complex systems tasks
A series of flagship open-source LLMs optimized for long-horizon agentic tasks, complex systems engineering, and coding, featuring a 1M-token context window in GLM-5.2.
obsidian-skills: what it is, what problem it solves & why it's gaining traction
A collection of agent skills that enable AI agents like Claude Code and Codex to create and edit content within Obsidian vaults using Obsidian-specific syntax and the JSON Canvas format.
awesome-llm-apps: what it is, what problem it solves & why it's gaining traction
A comprehensive cookbook of 100+ ready-to-run AI agent and RAG templates that developers can clone and customize to ship production LLM apps.
minds: a unified workspace to delegate projects to AI agents and publish their outputs as web apps
A unified workspace for delegating complex projects to AI agents and converting their outputs into publishable web applications and dashboards.
Google Research: Reducing Urban Traffic Congestion via Cooperative Routing
Google Research demonstrated that coordinating a small fraction of vehicle trips to disperse traffic can increase driving speeds by 2% on targeted segments and reduce city-wide CO2 emissions.
BillAI Bass: Building an AI-Powered Voice Assistant with Strands Agents and Amazon Nova 2 Sonic
BillAI Bass transforms a Big Mouth Billy Bass animatronic into a real-time voice assistant using a Raspberry Pi 5, Strands Agents' bidirectional streaming, and Amazon Nova 2 Sonic.
LARP: A Satirical Look at Circular Revenue and Venture Growth
LARP is a satirical project that mocks the practice of 'round-tripping' and circular revenue by allowing founders to simulate mutual revenue growth without moving actual cash.
US Department of Education 'Do No Harm' Rule for College Financial Aid
The US Department of Education is implementing a 'do no harm' accountability test that cuts off federal student loans for college programs whose graduates do not earn more than high school graduates.
Shingles Vaccine and Dementia Risk Reduction: Evidence and Controversies
Recent studies suggest the shingles vaccine may reduce the risk of dementia, though experts debate whether this is a causal link or a statistical illusion caused by healthcare utilization patterns.
AI x Crypto Roundup: Agentic Commerce and Verifiable Infrastructure
The intersection of AI and Web3 is shifting from speculative narratives to the deployment of verifiable compute, agentic payment rails, and decentralized identity layers for autonomous agents.
AI & Frontier Tech Roundup
The AI landscape is shifting toward local-first execution, agentic workflows that replace traditional software development, and a globalized race in humanoid robotics.
xAI Grok Build CLI 0.2.93 Analysis: Unredacted Secrets and Whole-Repo Uploads
A wire-level analysis of Grok Build CLI 0.2.93 reveals that the tool transmits unredacted secrets from .env files and uploads entire repositories—including git history—to a Google Cloud Storage bucket, regardless of whether the model reads the files or the user opts out of model improvement.
vLLM and TileRT Integration for Latency-Critical Serving
vLLM has integrated TileRT 0.1.5 as a pluggable decode engine to provide native per-user decode speed for latency-critical workloads while maintaining vLLM's standard prefill and serving infrastructure.
How data science teams use ChatGPT Work
OpenAI has detailed how data science teams can use ChatGPT Work to transform raw data, dashboards, and business context into review-ready analysis assets.
How Sales Teams Use ChatGPT Work
OpenAI introduces ChatGPT Work and a dedicated sales plugin to help sales teams synthesize account context and customer data into actionable sales artifacts like pipeline briefs and account plans.
Cosine AI and the Case for Sovereign Frontier AI
Alistair Pullen, CEO of Cosine, argues that national sovereignty in AI is essential due to US export controls and explains how a focused inference-company model can build frontier-level coding systems with millions rather than billions in funding.
Stanford CS547 HCI Seminar: Just-in-Time Objectives for Specialized AI Interactions
Michelle Lam presents a framework for 'Just-in-Time' (JIT) objectives that automatically induce user goals from interaction traces to replace generic AI outputs with specialized, user-aligned tools and interactions.
The 'Ask Claude' Redirect: The Erosion of Lived Experience in Technical Mentorship
A discussion on how the reflexive suggestion to use LLMs for complex technical questions often overlooks the value of human lived experience and creates a communication gap between senior and junior professionals.
Stanford CS547 HCI Seminar: Toward Ontological Multiplicity in AI and Computing
Nava Haghighi proposes a framework for 'ontological multiplicity' in AI to challenge the fixed, often invisible boundaries—such as the definition of a 'measurable human'—that are embedded into technical systems.
Ali Ghodsi on the Economics of the AI Supercycle
Databricks CEO Ali Ghodsi argues that AGI is already here, but its economic impact is stalled by a lack of organizational context and the need for human process refactoring.
Ghostel.el: A High-Performance Emacs Terminal Emulator Powered by libghostty
Ghostel is an Emacs terminal emulator that uses the libghostty-vt engine to provide high-throughput terminal emulation, Kitty graphics support, and deep Emacs integration.
Mesh LLM: Peer‑to‑Peer Distributed LLM Inference on iroh
Mesh LLM lets you pool GPUs across laptops, workstations and servers into a single OpenAI‑compatible inference API using iroh’s authenticated QUIC mesh, eliminating reliance on centralized AI providers.
Ant JavaScript Runtime: A Tiny, Fast, and Secure Alternative to Node, Deno, and Bun
Ant is a 9 MB hand‑built JavaScript runtime that runs real npm packages, offers near‑V8 performance, and includes built‑in VM sandboxing, making it a lightweight alternative to existing runtimes.
Shirei: A Native Go Cross-Platform GUI Framework
Shirei is a native Go GUI framework utilizing an immediate mode API and platform-specific backends to provide cross-platform desktop support without heavy reliance on C libraries.
How Doctors Die: Why Physicians Choose Minimal End‑of‑Life Care
Physicians often forgo aggressive treatments for themselves, opting for hospice or comfort care, because they understand the limits of medicine and the suffering caused by futile interventions.
Engram CEO Dan Biderman Explains the AI Memory Problem and Why Long Context Isn't Enough
Dan Biderman, co‑founder and CEO of Engram, argues that simply increasing context windows fails to solve AI memory limits and outlines Engram’s approach of knowledge cartridges, continual learning, and token‑efficient models.
RISCBoy: An Open-Source RISC-V Portable Games Console
RISCBoy is an open-source portable games console featuring a custom RISC-V compatible CPU, raster graphics pipeline, and PCB layout designed to fit on an iCE40-HX8k FPGA.
Modern Decor May Overload the Visual Cortex – New Review Links Striped Patterns and Flickering LEDs to Headaches
A 2026 review in the journal Vision proposes that repetitive patterns, bright glare, and flickering LED lighting force the visual cortex to work harder, causing headaches, nausea, and visual stress especially in neurodivergent and migraine‑prone people.
UPI: Anatomy of a Payment Transaction
The Unified Payments Interface (UPI) is a real-time payment system that coordinates a multi-party relay between third-party apps, sponsor banks, and a central switch to process billions of transactions.
Scaling PgBouncer Throughput by 4x using SO_REUSEPORT and Peering
ClickHouse achieved a 4x increase in PgBouncer throughput by deploying multiple processes on a single machine using SO_REUSEPORT and a custom peering mechanism to handle query cancellations.
AI 2040: The Case for Local AI and Against the Cult of Intelligence
George Hotz (geohot) argues that physical reality and hardware constraints prevent a 'hard takeoff' of AI, while advocating for locally-run, unaligned AI to protect individual freedom against corporate and state control.
Google DeepMind Launches ATL Saathi for Indian Educators
Google DeepMind has launched ATL Saathi, a Gemini-powered AI assistant designed to provide 24/7 planning and training support for educators in India's Atal Tinkering Labs.
Reame: A CPU-Based Inference Server with Persistent KV Caching
Reame is a CPU inference server designed to increase performance over time through the use of a persistent KV cache.
Networking and the Internet from First Principles
A comprehensive guide to the evolution of networking and the internet, exploring the fundamental concepts of data transmission, bandwidth, and latency from historical roots to modern architecture.