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ELIZAGEN: Unveiling the History of the First Chatbot, ELIZA

2024-12-26
ELIZAGEN: Unveiling the History of the First Chatbot, ELIZA

ELIZAGEN.org is a comprehensive online resource dedicated to preserving and exploring the history of ELIZA, the world's first chatbot. The site houses various implementations of ELIZA across different programming languages (including the original MAD-SLIP, Lisp, and BASIC versions), along with historical documents, original code, experimental records, and papers. ELIZAGEN showcases ELIZA's evolution across platforms, from PDP-10s to modern web browsers. It offers a fascinating look into the origins, development, and impact of ELIZA, highlighting its lasting influence on AI and computer culture.

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(sites.google.com)
AI chatbot AI history

Versioning vs. Coordination in Distributed Databases: Coordination's Killer

2025-02-08

This article explores the advantages of versioning over coordination mechanisms when building highly available, low-latency, and scalable distributed database systems. Through a concrete example, the author demonstrates how versioning avoids concurrency issues and scalability bottlenecks caused by locking. Versioning creates multiple versions of data, allowing concurrent transactions to access data without blocking each other, thus improving system performance and throughput. The article delves into version selection and management mechanisms, explaining how Aurora DSQL uses physical clocks to avoid coordination, ultimately achieving a high-performance and highly available distributed database system.

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(brooker.co.za)
Development versioning coordination

Declarative Tkinter UI Library for Python: tkintergalactic

2025-05-05
Declarative Tkinter UI Library for Python: tkintergalactic

tkintergalactic is a declarative Tkinter UI library for Python, inspired by React's virtual DOM approach. It's well-typed, closely maps to underlying Tcl/Tk for easy debugging, and boasts zero dependencies. While still incomplete, its small size makes it easy to understand. Examples demonstrate creating simple windows, buttons, text boxes, and lists, using the packer layout manager. Future improvements include a more efficient diffing algorithm, enhanced state management, and support for more complex UI elements.

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(github.com)
Development

Kerning the Hard Way: A Tale of GSUB and Striped Fonts

2025-03-14

This article details the author's struggle and eventual solution to kerning a unique font featuring vertically striped letterforms. Standard GPOS kerning techniques failed due to overlapping letter parts. The ingenious solution involved GSUB lookups to split letters into left and right components, replacing overlapping sections with custom joiners. This complex process relied heavily on custom Python scripts using the fontTools and fontFeatures libraries. While the font is incomplete, the core kerning challenge has been overcome, offering a novel approach to designing unconventional fonts.

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(home.octetfont.com)
Design font design

Liberux Nexx: A Crowdfunded Open Source Linux Phone Challenging the Giants

2025-06-19
Liberux Nexx: A Crowdfunded Open Source Linux Phone Challenging the Giants

Spanish company Liberux launched a crowdfunding campaign on Indiegogo for their new Linux phone, the Nexx, starting at €799. Boasting impressive specs like two USB-C ports, a headphone jack, and a modular design (allowing for replaceable cellular modems, RAM, and storage), the Nexx aims to be one of the few smartphones designed and manufactured in Europe. The team, comprised of experienced hardware and software engineers, is committed to building a phone that respects user freedom, runs an auditable OS with no backdoors, and challenges the dominance of existing mobile operating systems. Despite the challenges of a nascent software ecosystem and higher manufacturing costs in Europe, Liberux is pushing forward with its open-source hardware and software vision, planning to gradually release all design files.

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(linmob.net)
Tech open source phone

California's High Electricity Prices: Can Cities Build Their Own Grids?

2025-02-08

PG&E's electricity rates in California are significantly higher than the actual cost of generation and transmission, placing a heavy burden on residents. This article analyzes the feasibility of cities building their own power grids, using Walnut Creek as a case study. By comparing financial data from Palo Alto's municipal utility, the author calculates that Walnut Creek could lower electricity prices by 10-15 cents/kWh, saving residents around $800 annually. Furthermore, a city-owned grid could facilitate green energy investments, encourage energy transition, and enhance fiscal stability. While initial investment costs are significant, the long-term benefits are substantial, warranting serious consideration by city governments.

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(kevin.burke.dev)
Tech electricity prices local autonomy

Canine: Effortless Kubernetes Cluster Deployment

2025-06-16
Canine: Effortless Kubernetes Cluster Deployment

Canine is an intuitive and easy-to-use deployment platform for Kubernetes clusters. With Docker and Docker Compose installed, deployment is a breeze – simply run a single command or clone the Git repo and run Docker Compose. Customize the web UI port easily and explore cloud-based features like GitHub integration, role-based access control, real-time metrics, and reduced maintenance for streamlined team collaboration.

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(github.com)
Development

MIT Study Unveils Why Laws Are Written in Incomprehensible Legalese

2024-12-17
MIT Study Unveils Why Laws Are Written in Incomprehensible Legalese

A new study from MIT cognitive scientists reveals why legal documents are notoriously difficult to understand. Contrary to the belief that complexity stems from iterative edits, the research suggests that convoluted legalese serves to convey authority, akin to a 'magic spell'. Experiments showed that even non-lawyers instinctively use complex language structures when writing laws. This finding could inspire lawmakers to simplify legal language for better public comprehension.

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(news.mit.edu)
AI Legal Language Cognitive Science

OrioleDB: A High-Performance PostgreSQL Storage Extension

2025-07-19
OrioleDB: A High-Performance PostgreSQL Storage Extension

OrioleDB is a PostgreSQL storage extension that replaces the default Heap storage engine, dramatically improving performance. By redesigning core components like MVCC, page caching, and checkpoints, OrioleDB enhances throughput and predictability for transactional workloads while maintaining the familiar PostgreSQL user experience. Recent releases add support for non-B-tree index types, tablespaces, and fillfactor, along with query and index performance optimizations. Benchmarks using TPC-C and sysbench show significant throughput improvements over PostgreSQL's default Heap engine, with go-tpc tests demonstrating multiple times the tpmC.

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(www.orioledb.com)
Development

Implementing a Simple PEG Engine in Janet: 10 Lines to Parsing Power

2025-04-14

This post delves into the implementation of a Parsing Expression Grammar (PEG) engine in the Janet programming language. Starting with fundamental PEG concepts, the author demonstrates how to build a powerful PEG parser with surprisingly concise code. The core `match-peg` function is explained in detail, showing how to extend its capabilities through operator additions and recursion, culminating in an ISO 8601 date parser. While not without limitations, this implementation effectively illustrates the core principles and implementation of PEGs, providing valuable insights for those learning about PEGs and compiler design.

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(bakpakin.com)
Development

SparkCat: Crypto-Stealing Malware Lurking in App Stores

2025-02-05
SparkCat: Crypto-Stealing Malware Lurking in App Stores

ESET researchers uncovered a cross-platform malware dubbed "SparkCat" hidden within Google Play and the App Store, affecting over 242,000 downloads. The malware embeds a malicious SDK, using OCR to identify images of cryptocurrency wallet recovery phrases in users' photo galleries and sending them to a C2 server. Attackers employed a custom C2 communication protocol written in Rust, increasing analysis difficulty. The malware aims to steal cryptocurrency and utilizes multiple techniques to evade security measures.

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(securelist.com)
Tech app store security

Czech Beavers Outperform 7-Year Government Plan, Saving $1.2 Million

2025-02-04
Czech Beavers Outperform 7-Year Government Plan, Saving $1.2 Million

In the Czech Republic, beavers built a dam in just two days, a project that had taken local authorities seven years to plan. This industrious rodent workforce saved the administration a cool $1.2 million. A water restoration project in Brdy nature park, initiated in 2018, finally secured all necessary permits and was poised to begin construction. However, beavers inhabiting the park since 2020 beat the government to the punch, constructing dams in the same locations. The head of the nature reserve administration stated, "The beavers saved us 30 million Czech crowns. They built the dams without any project documentation and for free." This unexpected feat highlights the remarkable engineering capabilities of beavers and provides a cost-effective, environmentally friendly solution.

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(www.voxnews.al)
Misc beavers dam environmental engineering

JWST Captures a Stunning Einstein Ring

2025-04-02
JWST Captures a Stunning Einstein Ring

The James Webb Space Telescope (JWST) has captured a breathtaking image: a nearly perfect 'Einstein Ring'. This ring-like structure is caused by the gravitational lensing effect of a closer elliptical galaxy on a more distant spiral galaxy. Light from the farther galaxy is bent by the gravity of the nearer galaxy, creating an almost perfect circle. This phenomenon verifies Einstein's prediction of general relativity and showcases the power of modern telescopes, allowing us to peer into the depths of the universe and appreciate this cosmic artwork.

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(phys.org)
Tech

A Blast from the Past: Exploring Vintage Optical Media from Japan

2025-04-02
A Blast from the Past: Exploring Vintage Optical Media from Japan

The author documents their journey collecting vintage optical media from Japan, both online and in person. The article details several brands of DVDs and CDs, including TDK, LG, Sony, Maxell, Mitsubishi, and Fujifilm, testing their performance across various metrics. Tests included burn speeds, read speeds, error rates, and physical characteristics. TDK's UV-protected discs performed exceptionally well, while an older Maxell CD-R showed signs of age-related degradation. The experience is a nostalgic trip down memory lane, showcasing the evolution of optical media technology and manufacturing across different eras and brands.

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(goughlui.com)
Misc optical media vintage japan

Go 1.25's Experimental JSON Packages: Performance Boost and Stricter Syntax

2025-09-10

Go 1.25 introduces experimental `encoding/json/v2` and `encoding/json/jsontext` packages to improve Go's JSON encoding and decoding capabilities. These address shortcomings in the existing `encoding/json` package, such as imprecise JSON syntax handling, performance bottlenecks, and API deficiencies. Improvements include stricter handling of invalid UTF-8, duplicate keys, and nil slices/maps. Streaming processing significantly improves performance, especially unmarshaling. While largely backward compatible, developers are encouraged to test with `GOEXPERIMENT=jsonv2` and provide feedback.

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(go.dev)
Development

AI and Sensor Networks Challenge Submarine Stealth

2024-12-16
AI and Sensor Networks Challenge Submarine Stealth

The ability of submarines to remain undetected is facing a significant challenge due to rapid advancements in artificial intelligence, drones, and sensor networks. This article explores the AUKUS agreement between the US, UK, and Australia to build nuclear submarines and the modernization of China's naval submarine capabilities. Advanced sensor networks and AI algorithms can detect subtle traces of submarine activity, weakening the effectiveness of traditional submarine stealth technology. The article analyzes strategies to counter this challenge, including using noise to disrupt AI systems, deploying unmanned underwater vehicles, and employing strategic maneuvers. However, the AUKUS agreement also faces challenges such as high costs, uranium shortages, and the rapid development of China's submarine capabilities, making its future uncertain.

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(spectrum.ieee.org)
Tech submarine stealth sensor networks

Training AI Might Not Need Massive Data Centers

2025-01-14
Training AI Might Not Need Massive Data Centers

Tech giants are vying to build massive data centers with tens or even hundreds of thousands of GPUs to train AI models. However, an article in *The Economist* suggests this trend may soon change. Future AI model training might not require massive hardware infrastructure, potentially eliminating the need for dedicated hardware altogether. Advances in distributed computing and new algorithms will allow training complex AI models on regular computer networks, significantly lowering the barrier to entry for AI research and promoting wider adoption of AI technology.

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(www.economist.com)
AI AI training distributed computing

Booting Erlang on 16MB: A GRiSP Nano Achievement

2025-07-22
Booting Erlang on 16MB: A GRiSP Nano Achievement

The GRiSP Nano team achieved a significant milestone by successfully booting an Erlang virtual machine on a 16MB STM32U5 microcontroller. Initially aiming for 32MB, a CPU erratum forced a reduction. Through a series of optimizations, including removing the crypto library, aggressive compile/link flags, stripping BEAM files, RTEMS system tweaks, and allocator surgery, they overcame memory constraints. Disabling Unicode temporarily allowed them to reach the Erlang shell prompt. Future plans involve relocating code to internal RAM/Flash, shipping lightweight kernel/stdlib variants, adding energy-aware boot logic, and developing a Unicode-light build.

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(www.grisp.org)
Development

The Makefile Effect: Why We Copy-Paste Config Files

2025-01-11

This post explores the common "Makefile effect" in software engineering: engineers tend to copy-paste and tweak existing configuration files (like Makefiles, CI/CD configurations, etc.) instead of writing them from scratch. The author argues this isn't inherently bad, but suggests it indicates that tools might be overly complex, lacking good diagnostics and debugging support, making them inefficient and insecure to use. The post concludes with design recommendations to minimize this effect, improving development efficiency and security.

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(blog.yossarian.net)
Development tool design

The Six Waves of Vibe Coding and the Future of Programming

2025-03-22
The Six Waves of Vibe Coding and the Future of Programming

This article explores the evolution of AI coding, from traditional coding to code completion, chat-based coding, coding agents, agent clusters, and finally agent fleets. The author predicts that coding agents will dramatically increase development efficiency but also bring high costs. The future role of programmers will shift to managing and coordinating AI agents. The article highlights that younger programmers are more readily adopting AI than senior developers, reshaping the software development industry's talent structure. The author concludes that learning to effectively utilize coding agents is crucial for future success in the field.

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(sourcegraph.com)
AI coding agents

Caching: Abstraction, Not Optimization

2025-07-04
Caching: Abstraction, Not Optimization

The conventional wisdom is that caching speeds up software. The author argues this is only part of the story. After working with data movement between object storage, disk, and memory, the author posits that caching's more crucial role is simplifying software. The article explores the limitations of pre-baked caching algorithms (LRU, LFU, etc.) and suggests caching acts more as an abstraction layer, hiding the underlying storage details, freeing programmers from worrying about data tier location. Database and OS caching mechanisms exemplify this abstraction. While caching can have issues, like OS page cache and fsync misuse, this doesn't necessitate abandoning caching but rather understanding and using it better.

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(buttondown.com)
Development

Failed Attempt: Shrinking npm Packages with Zopfli

2025-01-27
Failed Attempt: Shrinking npm Packages with Zopfli

The author attempted to reduce the size of npm packages by using the Zopfli compressor to improve performance and reduce storage costs. While Zopfli produces smaller files than gzip, it's significantly slower. The author successfully tested this on their own projects and submitted a proposal to npm maintainers. However, due to the slower publishing speed introduced by Zopfli and incompatibility with the npm lockfile, the proposal was ultimately rejected. Despite the failure, the author gained valuable experience and considers it a worthwhile endeavor.

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(evanhahn.com)
Development

Nvidia CEO: AI Chip Performance Outpaces Moore's Law

2025-01-08
Nvidia CEO: AI Chip Performance Outpaces Moore's Law

Nvidia CEO Jensen Huang declared at CES 2025 that the company's AI chips are improving faster than Moore's Law. He attributed this to Nvidia's ability to simultaneously innovate across the entire stack – architecture, chip, system, libraries, and algorithms. The new GB200 NVL72 data center superchip boasts a 30-40x performance increase in AI inference workloads compared to its predecessor. Huang believes this will lead to lower AI inference costs and further advancements in AI model capabilities.

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(techcrunch.com)
Tech AI chips

Saying Goodbye to 'Stringly Typed' APIs: A New Perspective on Type Safety

2025-05-07
Saying Goodbye to 'Stringly Typed' APIs: A New Perspective on Type Safety

Inspired by Scott Hanselman, the author explores the concept of "stringly typed" applications, where strings are used for data transfer even when better types exist. This is common in single-page applications (SPAs) interacting with backend APIs, as most APIs use JSON, leading to type loss and reduced type safety. The author reflects on past tolerance for this approach and begins exploring solutions like TypeScript, tRPC, and GraphQL to achieve type safety over the network and eliminate "stringly typed" interfaces.

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(www.stefanjudis.com)
Development

YC Startup Strac Hiring Senior Endpoint Security Engineer (Windows)

2025-01-22
YC Startup Strac Hiring Senior Endpoint Security Engineer (Windows)

Y Combinator-backed startup Strac is hiring a Senior Windows Endpoint Security Engineer to design and develop advanced endpoint security solutions. The role requires 5+ years of software development experience, proficiency in C/C++ and C#, familiarity with Windows internals and APIs, and experience building endpoint monitoring or security agents. Strac offers agentless data discovery and data loss prevention (DLP), protecting SaaS, cloud, generative AI, and endpoint data across platforms like O365, Slack, and GDrive. This is a remote position offering a salary range of $135,000-$200,000 and significant equity.

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(www.ycombinator.com)
Development endpoint security windows security YC startup

NASA Unveils Dual-Path Strategy for Martian Sample Return

2025-01-14
NASA Unveils Dual-Path Strategy for Martian Sample Return

To maximize the chances of successfully returning the first Martian rock and sediment samples to Earth, NASA announced a new approach to its Mars Sample Return (MSR) program. The agency will pursue two parallel landing architectures, leveraging existing sky crane technology and exploring new commercial capabilities. This dual-path strategy aims to reduce costs and timelines while increasing mission success. The ultimate goal is to unlock the mysteries of Mars, investigate the possibility of past life, and pave the way for future human exploration. A final decision on the program architecture is expected in the latter half of 2026.

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(www.nasa.gov)
Tech Mars Sample Return

Beyond Dynamic Arrays: The Efficient and Stable Segment Array

2025-08-07
Beyond Dynamic Arrays: The Efficient and Stable Segment Array

This article introduces Segment Array, a high-performance data structure combining the flexibility of dynamic arrays, the advantages of stable pointers, and excellent compatibility with arena allocators. Unlike dynamic arrays that move elements during resizing, Segment Array uses pre-allocated segments of fixed sizes, avoiding memory fragmentation and pointer invalidation. Each segment is double the size of its predecessor, with new segments allocated only when needed, achieving O(1) average time complexity. The author provides a C implementation and details its inner workings, including efficient index calculation and integration with generics. Segment Array is particularly useful in scenarios requiring efficient dynamic memory management within an arena allocator, such as in a build profiler.

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(danielchasehooper.com)
Development

Quantum Systems and the Arrow of Time: A Groundbreaking Discovery

2025-02-16

A study published in Scientific Reports explored the interaction of a quantum system with its environment (an open quantum system), attempting to explain why we perceive time as flowing in one direction. By simplifying the model and assuming a vast environment where energy and information don't return, researchers investigated how time emerges as a unidirectional phenomenon. Surprisingly, even under these assumptions, the system behaved identically whether time moved forward or backward. This provides a mathematical foundation for time-reversal symmetry still holding in open quantum systems, suggesting the arrow of time may not be as fixed as we experience.

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(www.surrey.ac.uk)
Tech arrow of time open quantum systems

binfmtc: Execute C code as scripts

2025-06-08

Tired of writing Makefiles for shell scripts? binfmtc lets you write scripts directly in C! It uses the Linux binfmt_misc mechanism to automatically compile and execute your C code when the script is run. Simply add a special comment to your C script, make it executable, and enjoy the efficiency of C with the convenience of shell scripting. Currently supports GCC, G77, and GPC, with plans to support more compilers like GNAT, Gobjc, and Mono.

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(www.netfort.gr.jp)
Development
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