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2024 World Chess Championship: A Data-Driven Deep Dive

2024-12-18

The 2024 World Chess Championship saw Gukesh Dommaraju triumph over Ding Liren, becoming the youngest World Champion ever. This analysis uses data-driven insights, including accuracy, error types, average centipawn loss, move times, conversion rate, and comeback rate, to dissect the match. Data suggests Ding Liren exhibited slightly higher precision and consistency, but a crucial blunder in the final game proved decisive. The author concludes that while data analysis offers an objective perspective, it needs to be combined with other factors for a holistic understanding of the match's complexities.

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(medium.com)
Game data analysis

Open-Source Tool me_cleaner: Streamlines Intel ME Firmware for Enhanced Privacy

2024-12-16

me_cleaner is an open-source Python script designed to partially deblob Intel Management Engine (ME) firmware, reducing its ability to interact with the system and improving user privacy and security. Intel ME firmware, integrated into all Intel motherboards since 2006, has access to system memory and network, making it difficult to disable or replace. me_cleaner modifies the ME firmware to be inactive during normal operation, activating only during boot, effectively mitigating potential security risks. The tool supports various Intel platforms, but obtaining and flashing the modified firmware requires an external SPI programmer. Results vary depending on the ME firmware version, but generally significantly reduce firmware size, potentially causing minor inconveniences like longer boot times or warning messages.

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(github.com)
Tech Intel ME Firmware reduction Privacy Security

Bruin: Build Data Pipelines with SQL and Python

2024-12-17

Bruin is a powerful data pipeline tool that combines data ingestion, data transformation with SQL and Python, and data quality checks into a single framework. It works with major data platforms and runs on your local machine, an EC2 instance, or GitHub Actions. Key features include data ingestion, SQL & Python transformations, data quality checks, Jinja templating, end-to-end validation, and support for multiple environments. Pipelines are easily defined using a simple pipeline.yml file.

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(github.com)
Development data pipeline

Open-Source 5-Band Equalizer a5eq.lv2 Released

2024-12-18

ashafq has released a5eq.lv2, an open-source 5-band equalizer LV2 plugin. This plugin features a low shelf, three peaking filters, and a high shelf, designed for precise audio sculpting by both amateur and professional audio engineers. It boasts high-precision filter coefficients, stereo processing, and a user-friendly interface. Compatible with any LV2-supporting host software such as Ardour and Audacity, it's easily installed and used via command line. Users can submit issues or contribute code via GitHub.

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(github.com)
Development audio processing equalizer

SQL Syntax Without a Database: Introducing Musoq

2024-12-18

Musoq is an open-source project enabling developers to query diverse data sources like files, directories, and images using SQL-like syntax, without needing a database. It boasts a plugin architecture supporting various data sources including file systems, archives, Git repositories, C# code, Docker and Kubernetes resources, and even integrates with AI models like OpenAI and Ollama for advanced analysis. Musoq aims to simplify data querying, boosting developer efficiency, especially for ad-hoc queries on smaller to medium-sized datasets. While employing SQL-like syntax, it's not fully SQL compliant; prioritising user-friendly syntax and efficient execution.

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(github.com)
Development Data Querying

Debunking the RAM Myth: Optimizing Memory Access

2024-12-19

This article challenges the common misconception about modern computer memory—the RAM myth—that assumes memory access is always random and uniform. By analyzing data sharding algorithms, the author demonstrates that simple linear algorithms are inefficient for large datasets due to frequent cache misses. To address this, an optimized strategy based on radix sort is proposed. Techniques like pre-sorting data, using generators, and pre-allocating memory significantly improve data sharding efficiency. Experimental results show that the optimized algorithm achieves a 2.5 to 9x speedup when processing large datasets.

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(purplesyringa.moe)
Development cache optimization radix sort big data processing

Optimizing Ruby's JSON: Part 1

2024-12-18

This blog post details how the author optimized Ruby's `json` gem to become one of the fastest JSON parsers and generators. Instead of complex techniques, simple optimizations were applied based on profiling, such as avoiding redundant checks, prioritizing cheaper conditions, reducing setup costs, and using lookup tables. These improvements apply to both C and Ruby code. The optimizations significantly boosted the `json` gem's performance, making it competitive with alternatives like `oj`, reducing the need for monkey patching, and addressing stability and compatibility issues associated with `oj`.

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(byroot.github.io)
Development Performance Optimization

Sweden Blames Germany's Nuclear Phase-Out for Soaring Energy Prices

2024-12-16

Sweden's Energy Minister Ebba Busch has blamed Germany's decision to phase out nuclear power for the country's soaring energy prices, announcing that the government is considering new measures to tackle the crisis. Busch expressed anger at Germany's actions, stating they have had serious consequences for Sweden and the EU. The rising prices, exacerbated by regional disparities and a spike in southern Sweden, are prompting the government to explore ways to support households and businesses. Despite the pressure, Sweden doesn't appear to be considering leaving the EU energy market, instead focusing on issues with the EU's Flow-Based Market Coupling system as a contributing factor.

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(www.euractiv.com)
Tech energy crisis nuclear phase-out Sweden energy policy

No More Adam: Learning Rate Scaling at Initialization is All You Need

2024-12-18

Researchers introduce SGD-SaI, a novel optimizer improving stochastic gradient descent. SGD-SaI addresses training imbalances by scaling learning rates at initialization for different parameter groups based on their gradient signal-to-noise ratios. Significantly more memory-efficient than AdamW, SGD-SaI matches or surpasses AdamW's performance across various Transformer-based tasks, including ImageNet classification and LLM pretraining. Its robustness and practicality are demonstrated across diverse applications, making it a compelling alternative.

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(arxiv.org)
AI

Browser Extension 'refoorest' Accused of Fraudulent Tree-Planting Scheme

2024-12-18

An investigation into Colibri Hero's browser extension, refoorest, and its Impact Hero SDK reveals a deceptive affiliate marketing scheme disguised as a tree-planting initiative. The extension misrepresents the number of trees planted, exploits user data through incentivized reviews and sharing, and the SDK gains excessive user permissions without proper disclosure, violating Chrome Web Store policies. The article exposes a pattern of opaque practices, including fake testimonials, financial secrecy, and data security vulnerabilities, casting serious doubt on the company's claims of environmental responsibility.

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(palant.info)
Development affiliate marketing data fraud

MIT Rocket Team Recovers Data from Crashed Rocket

2024-12-18

In Spring 2020, the MIT Rocket team launched rockets at the FAR site in the Mojave desert. A second-stage rocket crashed without deploying its parachutes, burying itself 3 meters underground. Despite significant damage to the avionics, the team successfully recovered data from a damaged flash chip. Using a salt solution to create temporary electrical contact, they were able to read the flash memory and determine the cause of the crash.

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(dontvacuum.me)
Tech rocket crash data recovery flash chip

FastVideo: Open-Source Framework Accelerates Large Video Diffusion Models

2024-12-17

FastVideo is an open-source framework designed to accelerate inference and training of large video diffusion models. Supporting models like FastMochi and FastHunyuan, it achieves up to 8x faster inference speeds. The framework leverages knowledge distillation techniques and supports distillation, fine-tuning, and inference for video DiT models based on PCM. Furthermore, FastVideo features scalable training capabilities with FSDP, sequence parallelism, and selective activation checkpointing, while enabling memory-efficient fine-tuning.

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(github.com)
AI video diffusion models model acceleration

RTO Mandates Lead to Tech Talent Exodus, Study Finds

2024-12-17

A study tracking over 3 million employees at 54 S&P 500 high-tech and financial firms reveals that return-to-office (RTO) mandates are causing companies to lose top talent and struggle to find replacements. The research found a 14 percent average increase in employee turnover after RTO policies were implemented, with senior and skilled employees more likely to leave. Women experienced nearly three times the attrition rate of men. Furthermore, RTO mandates prolonged hiring times and increased costs. Companies' attempts to enforce RTO policies through surveillance tactics, such as VPN tracking and badge swipe monitoring, fueled employee resentment and furthered the exodus. The study suggests that RTO mandates reflect a culture of distrust and ineffective management, leading to decreased employee engagement.

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(arstechnica.com)
Tech RTO mandates talent loss employee turnover

The Moon: A Captivating Cosmic Journey

2024-12-17

This article takes a captivating journey through the intricacies of the Moon's motion, the Earth-Moon system, and the dynamics of a three-body system within our solar system. Using interactive demonstrations, the author explains phenomena like lunar orbits, tides, solar and lunar eclipses, and reveals the formation of lunar surface features and the reasons behind the Moon's brightness. Covering concepts such as gravity and the conservation of angular momentum, the article explains complex astronomical phenomena in an accessible way, making it a scientifically engaging and entertaining read.

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(ciechanow.ski)
Misc Moon Cosmos

Leadership Power Tools: SQL, Statistics, and Data-Driven Decisions

2024-12-18

This article explores how engineering leaders can leverage SQL and statistical methods for data-driven decision-making. The author points out that many engineering leaders are uncomfortable extracting and interpreting data, recommending learning SQL (e.g., using DuckDB) and statistical tools. The article covers summary statistics, distributions, confidence intervals, and Bayesian reasoning, demonstrating how to calculate confidence intervals by analyzing Firefox bug tracking data, using Monte Carlo simulations for project time estimation, and applying Bayesian inference to update project completion probabilities. The article emphasizes the importance of data analysis skills for engineering leaders, enabling more precise predictions and decisions.

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(matt.blwt.io)
Development engineering leadership

Archaeological Find Unveils 14 Memory Safety Approaches, Revolutionizing Programming

2024-12-19

A software engineer unearthed an ancient text in a Mayan city, revealing 14 astonishing memory safety approaches far beyond current programming language understanding. These methods include traditional techniques like borrow checking, reference counting, and garbage collection, alongside unprecedented innovations such as region-based memory management, generational references, and linear reference counting. This discovery not only broadens our comprehension of memory safety but also foreshadows the future direction of programming languages, potentially revolutionizing software development.

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(verdagon.dev)
Development memory safety Mayan civilization

First Case of Severe Bird Flu Confirmed in US

2024-12-18

The Centers for Disease Control and Prevention (CDC) has confirmed the first case of severe bird flu in the United States. A Louisiana resident over 65 with underlying health conditions is hospitalized with severe respiratory illness due to avian influenza. The patient had contact with backyard birds, and genomic data shows the virus strain matches one recently spreading in US wild birds and poultry. While 61 human cases have been reported in the US since April, most were mild and recovered with antiviral treatment. The CDC stresses the risk of human-to-human transmission is low, but advises precautions for those working with or around poultry.

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(abcnews.go.com)
Tech avian influenza viral infection

Swift's New Forked Framework Simplifies Shared Data Management

2024-12-17

Developer Drew McCormack launched Forked, a new Swift framework for simplifying shared data management across single and multiple devices. Inspired by Git's merge mechanism, Forked supports branching and merging within a single file, achieving eventual consistency. It doesn't require a complete change history, only enough versions for three-way merging. Forked uses structs instead of classes, supports Codable, and seamlessly integrates with cloud services like iCloud. It even tackles race conditions from concurrent access and supports custom merge logic or built-in CRDT algorithms. CloudKit sync is achieved with just a few lines of code.

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(appdecentral.com)
Development Data Synchronization Distributed Systems

Attention as Electromagnetic Field Line Management: A New Model of Consciousness

2024-12-17

Qualia Research Institute proposes a novel model of attention, conceptualizing it as the management of dynamic patterns in the brain's electromagnetic field. By simulating electric field lines arising from weighted sums of harmonic oscillations, researchers demonstrate how attention controls charge density by modulating underlying resonant modes, explaining seemingly random fluctuations and drifts in attentional behavior. This model also offers a potential explanation for psychedelic experiences, suggesting that psychedelics disrupt the normal flow of attention by altering the configuration of harmonic modes. The research provides a new lens for understanding consciousness and developing novel neuro-interventions, such as inducing exotic states of consciousness by non-invasively perturbing the phase locking of attention.

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(qualiacomputing.com)
AI consciousness attention electromagnetic field

SpiceNice: An Open-Source Culinary Spice Database Launches

2024-12-17

SpiceNice is a new open-source website offering a comprehensive database of culinary spices. It provides detailed information on each spice, including its botanical name, culinary uses, and origin, along with details about the corresponding plant. Built using Strapi (backend), PostgreSQL (database), and Astro (frontend), SpiceNice aims to become a central resource for cooks, biologists, farmers, and spice enthusiasts. Future plans include a web API, multilingual support, and a community forum.

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(tderflinger.com)
Development spices

A New Twist: Molecular Machines Loop and Twist Chromosomes

2024-12-17

Scientists have discovered a new function of the molecular motors that shape our chromosomes: SMC proteins not only form long loops in DNA but also significantly twist the DNA during loop formation. Published in Science Advances, the research reveals that SMC proteins introduce a left-handed twist of 0.6 turns in each DNA loop extrusion step. This twisting action is conserved across species, observed in both human and yeast cells, highlighting its evolutionary importance. This finding enhances our understanding of chromosome structure and function and provides insights into developmental diseases like cohesinopathies.

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(phys.org)
Biology molecular motors chromosomes

Railway: Automating Revenue, Not Sales

2024-12-18

Railway shares its journey of shifting from traditional sales to automated revenue growth. Initial attempts at traditional sales proved ineffective. They pivoted to a product-led growth (PLG) model and developed a regression model to predict customer upgrades or churn. This model uses factors like successful/failed builds, configured regions, support requests, and feature adoption to score customers, identifying those needing assistance. Proactive support and this targeted approach boosted revenue and customer satisfaction, leading to sustainable business growth.

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(blog.railway.com)
Startup automated revenue product-led growth regression model

Heat Accelerates Auto Chip Aging, Raising Safety Concerns

2024-12-18

New research shows that automotive chips are aging significantly faster than expected in hot climates, shortening the lifespan of electric vehicles and potentially creating new safety issues. In areas like Phoenix, Arizona, where high temperatures can persist for weeks, cabin temperatures can reach 93°C, severely impacting chip longevity. Studies reveal that for a chip designed for a 30-year lifespan, high temperatures reduce life expectancy by an additional 10% annually. Chipmakers are working to address this, requiring new materials, design redundancy, and active cooling solutions. Increased chip utilization due to autonomous driving exacerbates the problem. Proactive monitoring and predictive failure analysis will become crucial, impacting both vehicle reliability and safety.

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(semiengineering.com)
Hardware automotive chips aging high temperatures

Mystery Drone Sightings Continue to Plague US East Coast

2024-12-18

A wave of mysterious drone sightings is causing widespread concern and airspace closures along the US East Coast. These SUV-sized drones have been reported near military bases and airports in New Jersey and New York, disrupting air travel. While federal agencies are investigating, explanations remain elusive, with speculation ranging from political conspiracies to other unknown causes. The ongoing mystery fuels public anxiety and calls for swift resolution to prevent further disruptions and potential threats.

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(www.theregister.com)
Misc drones US East Coast airspace closures

Cerbos Leverages CRDTs for Collaborative Playground

2024-12-17

Cerbos built a collaborative IDE and testing environment, the "Playground," to simplify complex authorization logic. To enable seamless collaboration, they utilize Conflict-Free Replicated Data Types (CRDTs), which automatically resolve conflicts in distributed systems. The article explores CRDTs, comparing popular libraries like Yjs and Automerge, and discusses the challenges and possibilities of building a custom CRDT. Cerbos integrates CRDTs with a backend-for-frontend (BFF) architecture, using WebSockets for data transfer and IndexedDB for local persistence, creating a robust collaborative platform. The challenges of global collaboration and data persistence are also addressed.

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(www.cerbos.dev)
Development Collaborative Development Authorization System

Bering Land Bridge Was More Swamp Than Steppe, Study Finds

2024-12-18

New research challenges the long-held assumption that the Bering Land Bridge, the ancient landmass connecting Siberia and Alaska, was a dry grassland. Using sonar and sediment cores, scientists have revealed a much wetter landscape, more akin to a swampy ecosystem with numerous rivers and lakes. This discovery complicates theories of human and animal migration across the bridge, as the watery terrain would have posed different challenges and opportunities for various species. Interestingly, mammoth DNA was found in the sediment, indicating that even in this marshy environment, large animals could thrive and traverse the area. This research offers a revised perspective on how ancient humans populated North America.

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(gizmodo.com)
Tech Bering Land Bridge ancient migration paleontology

Adult Basic Skills Test Scores Decline Sparks Concern

2024-12-16

An international test of adults' "basic skills" reveals a growing number of Americans struggling with moderately complex reading and math tasks. U.S. adults scored below the OECD average in literacy and numeracy, with scores declining since 2017. While a correlation with declining children's test scores exists, the connection isn't straightforward. The largest score drops were among older adults, suggesting the issue extends beyond the education system. The test itself may be flawed, potentially measuring complex text comprehension more than pure reasoning. The article suggests education can bridge the gap by improving knowledge reserves and understanding of complex syntax, better preparing individuals for such tests.

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(nataliewexler.substack.com)
Misc adult education basic skills test

GPS Technology Explained: From Simple Positioning to Global Navigation

2024-12-18

This article provides a comprehensive explanation of GPS technology. Starting with a simple 2D positioning system, the author gradually introduces key concepts such as 3D positioning, time measurement, satellite orbits, relativistic effects, and signal processing. Through clever analogies and vivid illustrations, the author explains how GPS uses signals emitted by satellites, combined with time and distance measurements, to accurately calculate the receiver's position and time offset. The article also explores the technical details of GPS signal encoding, decoding, and anti-interference capabilities, showcasing the profound scientific and engineering foundation behind GPS technology.

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(ciechanow.ski)
Tech Global Positioning System Satellite Navigation
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