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Ants Outperform Humans in Teamwork Experiment

2024-12-25

Ants Outperform Humans in Teamwork Experiment

A Weizmann Institute experiment pitted ants against humans in a collaborative load-carrying challenge through a maze. Surprisingly, ant teams, even with limited communication, outperformed human teams. The researchers attribute this to ants' highly social nature and shared goals, while human teams struggled with individual differences and communication breakdowns, failing to fully realize the 'wisdom of the crowd'. This study sheds light on group decision-making and the benefits and drawbacks of cooperation, questioning the universal applicability of 'wisdom of the crowds' in human contexts.

(wis-wander.weizmann.ac.il)

AI teamwork ants humans

Talk to Me Human: A Breakthrough in AI Humanoid Conversation

2024-12-21

Talk to Me Human: A Breakthrough in AI Humanoid Conversation

"Talk to Me Human" isn't just science fiction; it's a real-world account of a significant leap in AI technology. It showcases remarkable progress in AI's ability to simulate natural, logical human conversations, even exhibiting hints of personality and emotion. This breakthrough opens exciting new possibilities for AI applications in customer service, education, and beyond, while also raising important questions about the future direction of AI development.

(talktomehuman.com)

AI natural language processing AI conversation

Nostalgic Game 'Alley Cat' Remake Released

2024-12-17

Programmer Joflof has finally completed a remake of the classic 1983 game 'Alley Cat' after many years of work. This remake not only retains the original pixel graphics and sound effects but also adds five new levels and multiplayer modes for up to four kittens to play simultaneously. Additionally, Joflof has included special arcade mode configuration options for arcade enthusiasts. Currently, the game is only available for Windows, but the author hopes that enthusiasts will help port it to Linux and Mac systems.

(www.joflof.com)

Game retro game remake arcade game

The Evolutionary Mystery of the Human Butt

2024-12-24

The Evolutionary Mystery of the Human Butt

Why do humans have such uniquely shaped buttocks compared to other primates? This article explores the evolutionary reasons behind the human derriere. Bipedalism led to changes in the human pelvis, particularly a shorter, more curved ilium. This facilitated the development of larger gluteus maximus muscles, providing powerful leg extension for running and climbing. The significant fat storage in the buttocks is also linked to the energy demands of our large brains. However, bipedalism also comes with a downside: a messier pooping experience.

(massivesci.com)

Misc human evolution anatomy bipedalism

10 Essential Django Tools for Enhanced Performance, Security, and Productivity

2024-12-29

This article explores ten indispensable tools for your next Django project, covering dependency management, performance profiling, and more to boost development efficiency, security, and performance. From Poetry for dependency management to Silk for performance profiling, each tool—including Django Extensions, Django REST Framework, djangorestframework-camel-case, Django Storages, django-simple-history, django-otp, Celery, and Gunicorn with Uvicorn Workers—is explained with comparisons to alternatives like Pipenv, FastAPI, and django-reversion. These tools help build faster, more secure, and efficient Django applications.

(thinkingbytes.co.uk)

Development Tools

Astonishing Patterns of Prime Numbers in Polar Coordinates

2024-12-16

This article explores the phenomenon of prime numbers plotted on polar coordinates exhibiting spiral or linear patterns. The author uses Python code, employing SymPy to generate prime numbers and Matplotlib for visualization. Results show that as the number of primes increases, the pattern transitions from spirals to straight lines. This isn't unique to primes; it's related to rational approximations of $2pi$. The article explains the underlying mathematics and explores the connection between prime distribution and pattern sparsity.

(jaketae.github.io)

Misc polar coordinates

A Java JIT Compiler and Runtime in Common Lisp: OpenLDK

2025-02-06

A Java JIT Compiler and Runtime in Common Lisp: OpenLDK

OpenLDK is a Just-In-Time (JIT) compiler and runtime environment for Java, implemented entirely in Common Lisp. It bridges the gap between Java and Common Lisp by incrementally translating Java bytecode into Lisp, then compiling it into native machine code. This unique approach allows seamless mapping of Java classes to Common Lisp Object System (CLOS) classes, enabling effortless integration between Java and Common Lisp codebases. While not designed for high performance, OpenLDK offers a practical solution for integrating Java libraries into a Lisp workflow. Currently, it primarily supports Linux and SBCL, and is a work in progress with many features yet to be implemented, such as support for class files beyond Java 8 and bytecode verification.

(github.com)

Development

Microsoft Open-Sources MarkItDown: A File-to-Markdown Conversion Tool

2024-12-13

Microsoft Open-Sources MarkItDown: A File-to-Markdown Conversion Tool

Microsoft has open-sourced MarkItDown, a Python tool that converts various files (including PDF, PowerPoint, Word, Excel, images, audio, and HTML) into Markdown format. The tool boasts a simple API, supports a wide range of file types, and incorporates OCR and speech transcription for enhanced functionality, making it ideal for text analysis or indexing. Contributions are welcome, and the project adheres to the Microsoft Open Source Code of Conduct.

(github.com)

Development Markdown conversion file conversion Python tool

CMU's ML in Production Course: From Model to Product

2025-01-28

Carnegie Mellon University (CMU) offers a course, "Machine Learning in Production/AI Engineering," covering the entire lifecycle of building machine-learned models into real-world products. It encompasses model building, deployment, assurance, maintenance, responsible AI (safety, security, fairness, explainability), and MLOps. Targeted at students with some data science and programming experience, it doesn't require a software engineering background. Through case studies and a large-scale project, students learn to translate models into deployable and maintainable products, fostering collaboration in interdisciplinary teams.

(mlip-cmu.github.io)

Development AI Engineering

Deepseek Predicts Devastating Impact of 25% Tariffs on Canadian GDP

2025-01-28

Deepseek Predicts Devastating Impact of 25% Tariffs on Canadian GDP

A blog post details Deepseek's AI model prediction of the impact of a 25% US tariff on Canadian goods. Deepseek simulates the effects on Canadian GDP, factoring in reduced exports, demand elasticity, multiplier effects, and potential retaliatory tariffs. The model suggests a GDP decrease ranging from 1.7% to 8%, with a baseline estimate of 4%, aligning with the Bank of Canada's projection. Deepseek's analysis speed highlights the potential of AI in economic modeling.

(stephaniekelton.substack.com)

Tech economic model tariffs

Bayesian-Powered AI Agent Achieves Breakthrough in Atari 10k Challenge

2025-01-26

Bayesian-Powered AI Agent Achieves Breakthrough in Atari 10k Challenge

VERSES' Genius AI engine achieved a significant breakthrough in the Atari 10k challenge. Outperforming leading AI models based on deep reinforcement learning, Genius matched or exceeded human-level performance on several Atari games using only 10% of the data and drastically less compute. This hyper-efficiency stems from its unique Bayesian inference and active inference framework, showcasing superior sample efficiency and continuous learning capabilities. This marks a significant step towards highly efficient, reliable, and explainable AI.

(www.verses.ai)

AI Bayesian Inference Atari Games

GitHub Project Map: Visualizing 400,000+ Projects

2024-12-15

GitHub Project Map: Visualizing 400,000+ Projects

Developer Anvaka created an interactive map visualizing over 400,000 GitHub projects using publicly available data. The project uses Jaccard similarity to calculate relationships between projects and the Leiden algorithm for clustering. The result is a visually stunning representation of the GitHub ecosystem, allowing users to search and explore connections between projects, revealing its complexity and richness.

(github.com)

Development project relationships

HTMX v2.0.4 Release Notes: Bug Fixes and Improvements

2024-12-14

HTMX v2.0.4 Release Notes: Bug Fixes and Improvements

The HTMX v2.0.4 release notes detail numerous bug fixes and improvements. This release focuses on stability and compatibility enhancements, including fixes for nested shadow root issues, improved `hx-boost` behavior on forms, better support for Web Components and Shadow DOM, and updated extensions for improved performance and reliability. Adjustments to the `htmx.ajax` function and optimizations to `hx-trigger` event handling are also included.

(github.com)

Development Release Bug Fixes

Trump Admin Dismantles Cybersecurity Board Investigating Major Chinese Hack

2025-01-23

Trump Admin Dismantles Cybersecurity Board Investigating Major Chinese Hack

The Trump administration dissolved the Department of Homeland Security's Cybersecurity Safety Review Board (CSRB), which was investigating a significant cyberattack by the Chinese hacking group Salt Typhoon on major US telecom firms. This move has sparked controversy, with Democrats accusing the administration of stacking the board with loyalists to hinder the investigation into Salt Typhoon. DHS countered that the board was pursuing agendas detrimental to national security. The hack reportedly compromised communications data of Trump, the Vice President, and other government officials.

(arstechnica.com)

Tech Chinese hacking

RealtimeSanitizer for Rust: A New Open Source Library

2025-01-23

This post introduces `rtsan-standalone-rs`, a new open-source library bringing LLVM's RealtimeSanitizer (RTSan) to Rust. RTSan helps detect hard-to-find real-time violations in your code, such as memory allocations, crucial for applications like audio processing and self-driving cars. The author details the implementation, usage with macros like `nonblocking` and `blocking`, and how to integrate it into your Rust projects. This library offers immediate access to RTSan's capabilities in stable Rust, improving the safety and predictability of real-time applications before its official integration into LLVM20.

(steck.tech)

Development Real-time programming Memory safety

BioNTech's Bispecific Antibody Shows Promise in Triple-Negative Breast Cancer

2024-12-15

BioNTech's Bispecific Antibody Shows Promise in Triple-Negative Breast Cancer

BioNTech presented early clinical trial data for its novel bispecific antibody, BNT-327, at the San Antonio Breast Cancer Symposium. Targeting PD-1/PD-L1 and VEGF, the antibody showed positive results in patients with triple-negative breast cancer. Building on the discovery of checkpoint inhibitors, this research represents a potential breakthrough in next-generation immunotherapy, offering hope for new treatments in triple-negative breast cancer and potentially other cancers.

(www.statnews.com)

Tech bispecific antibody immunotherapy triple-negative breast cancer

S2: Revolutionizing Stream Data Storage in the Cloud

2024-12-21

Bandar Systems introduces S2, a novel stream data storage service designed to revolutionize data processing in the cloud era. Unlike traditional object-based storage, S2 centers around streams, offering efficient, scalable, and cost-effective real-time data ingestion and processing. It supports high-throughput, low-latency read and write operations and provides multiple storage classes to meet varying performance and cost requirements. S2 aims to replace systems like Kafka and Kinesis, providing users with a more powerful and flexible stream data management solution.

(s2.dev)

Development stream data storage cloud native serverless

Exploring Climate Classification Systems: Beyond Köppen-Geiger

2024-12-14

Exploring Climate Classification Systems: Beyond Köppen-Geiger

This article delves into climate classification systems for Earth and beyond. It begins by introducing the widely used Köppen-Geiger system and its limitations. The author then analyzes various modifications and alternatives, including Trewartha, FAO, and Holdridge systems, comparing their differences in parameter selection, seasonality representation, and applicability. Ultimately, the author highlights the Prentice et al. BIOME1 model as a superior option due to its parameter choices and predictive accuracy, offering valuable insights for building more versatile climate classification systems.

(worldbuildingpasta.blogspot.com)

Tech climate classification Köppen-Geiger BIOME1 model

Conquering iPhone NFC Compatibility: Reviving Magic MIFARE Tags

2024-12-15

The author encountered a tricky NFC issue: some Magic MIFARE cards couldn't be read by iPhones. Using a Proxmark3 tool, they tried wiping card data and formatting with ndefformat, but the iPhone still refused to recognize them. Finally, after writing data using the iPhone's NFC Tools app in "compatibility mode", the iPhone successfully read the card. The author also demonstrates how to use the ndeflib library to create and write NDEF records, ultimately enabling the Magic MIFARE card to work on iPhones.

(ewpratten.com)

Misc

Autodesk Deletes Decade-Old Forum Posts: A Developer Revolt

2025-01-02

Autodesk's announcement to archive (effectively delete) forum content older than 10 years has sparked outrage within its developer community. Valuable code samples, solutions, and years of shared expertise are set to vanish, leaving developers reliant on this resource facing significant losses. While Autodesk cites improved search and user experience as reasons, developers decry the move as 'monumentally stupid,' accusing the company of destroying community knowledge and damaging long-term relationships. Many are migrating to alternative platforms like TheSwamp and GitHub.

(forums.autodesk.com)

Development developer community content deletion

Building a Silicon Brain: The Future of Neuroscience

2025-01-25

Building a Silicon Brain: The Future of Neuroscience

Researchers at UCSF are using AI and cutting-edge neuroimaging technologies to build a 'silicon brain' that mimics human brain activity. By integrating data from various brain scanning techniques (like fMRI and neuropixel probes), along with text, speech, and behavioral data, they're creating an artificial neural network that replicates human brain activity patterns. This research promises to revolutionize brain-computer interfaces, enabling devices that restore speech or movement without extensive calibration and opening new avenues for diagnosing and treating neuropsychiatric disorders. Ethical considerations, such as data privacy and potential misuse, are also being addressed.

(magazine.ucsf.edu)

AI Brain-Computer Interfaces

Revolutionary WM12 Energy Recovery Ventilator: Fresh Air Year-Round

2024-12-16

Revolutionary WM12 Energy Recovery Ventilator: Fresh Air Year-Round

The WM12 is an innovative decentralized energy recovery ventilator (ERV) designed for window installation. Combining two TW4 modules in a durable polypropylene foam casing, it efficiently exchanges indoor and outdoor air while recovering approximately 90% of heat energy. This ensures fresh air without significant heating or cooling costs. Boasting a quiet operation, extremely long lifespan (>50 years), and compatibility with smart home systems, the WM12 offers superior energy efficiency and environmental benefits. Currently in beta, interested users can contact the company via email for more information.

(www.openerv.ca)

Hardware energy recovery ventilator energy efficiency smart home

South Korean President Yoon Suk Yeol Impeached Over Martial Law Decree

2024-12-14

South Korean President Yoon Suk Yeol Impeached Over Martial Law Decree

South Korea's parliament impeached President Yoon Suk Yeol on Saturday over his controversial six-hour-long martial law declaration. The National Assembly voted 204-85 in favor of impeachment, suspending Yoon's powers and duties. Prime Minister Han Duck-soo assumed presidential authority. The Constitutional Court has 180 days to decide whether to remove Yoon from office; a new election would follow within 60 days if he is dismissed. The impeachment followed days of political turmoil and widespread protests, with public opinion overwhelmingly in favor of removing Yoon. While Yoon declared the martial law as a measure against the opposition, his actions are seen by many as an attempt to undermine democratic processes. The US and Japan expressed support for South Korea's democratic process.

(apnews.com)

Misc South Korea Impeachment Yoon Suk Yeol

DeepSeek-R1: A Reasoning Model Trained with Reinforcement Learning, No Supervised Fine-tuning Needed

2025-01-20

DeepSeek-R1: A Reasoning Model Trained with Reinforcement Learning, No Supervised Fine-tuning Needed

The DeepSeek team open-sourced its first-generation reasoning models, DeepSeek-R1, and a suite of distilled models. DeepSeek-R1-Zero, trained via large-scale reinforcement learning (RL) without supervised fine-tuning (SFT), demonstrates remarkable reasoning capabilities, though it has some flaws. DeepSeek-R1 addresses these issues by incorporating cold-start data before RL, achieving performance comparable to OpenAI-o1. Six distilled models based on Llama and Qwen are also open-sourced, with DeepSeek-R1-Distill-Qwen-32B outperforming OpenAI-o1-mini on various benchmarks. The project supports commercial use and provides an online chat website and an OpenAI-compatible API.

(github.com)

AI reasoning

Tailwind CSS v4.0: Blazing Fast and Incredibly Flexible

2025-01-23

Tailwind CSS v4.0: Blazing Fast and Incredibly Flexible

Tailwind CSS v4.0 has arrived! This release is a complete overhaul of the framework, boasting massive performance improvements and increased flexibility. Full builds are up to 5x faster, and incremental builds are over 100x faster. Leveraging cutting-edge CSS features like cascade layers, custom properties, and `color-mix()`, v4.0 is designed for the modern web. Setup is simplified with fewer dependencies, zero configuration, and a single line of CSS. A new CSS-first configuration allows customization directly within your CSS, along with CSS theme variables, dynamic utility values, and variants. Other significant additions include a modernized P3 color palette, container queries, new 3D transform utilities, expanded gradient APIs, and `@starting-style` support. This release significantly enhances developer efficiency and user experience.

(tailwindcss.com)

Development CSS Framework

Website Showcases Early Christian Writings

2024-12-25

A new website, "Early Christian Writings," offers a comprehensive collection of Christian texts predating the Council of Nicaea in 325 AD. It features the New Testament, Apocrypha, Gnostic texts, writings of the Church Fathers, and related non-Christian sources, all with translations and commentary. This resource provides invaluable insight into the history and development of early Christianity.

(www.earlychristianwritings.com)

Misc Early Christianity Texts History

arXiv: How Preprints Revolutionized Research Sharing

2024-12-26

arXiv: How Preprints Revolutionized Research Sharing

From papyrus to preprints, the dissemination of scientific research has undergone a dramatic transformation. This article traces the history of peer review and highlights the emergence of arXiv and its impact on the scientific community. arXiv, as a preprint server, broke down the barriers of traditional journals, enabling rapid and open sharing of research findings. However, it also faces challenges related to quality control and information overload. The author explores the conflict and convergence between preprint culture and traditional academic publishing models, and the profound impact it has on the future direction of scientific research.

(joinreboot.org)

Tech preprints peer review

Can Iterative Prompting Make LLMs Write Better Code?

2025-01-03

Can Iterative Prompting Make LLMs Write Better Code?

This blog post details an experiment exploring whether repeatedly prompting a Large Language Model (LLM) to "write better code" improves code quality. Using Claude 3.5 Sonnet, the author starts with a simple Python coding problem and iteratively prompts the LLM. Performance improves dramatically, achieving a 100x speedup. However, simple iterative prompting leads to over-engineering. Precise prompt engineering yields far more efficient code. The experiment shows LLMs can assist code optimization, but human intervention and expertise remain crucial for quality and efficiency.

(minimaxir.com)

Development Code Optimization Prompt Engineering

Fake Nintendo Lawyer Terrorizes YouTubers, Exposing YouTube's Copyright Flaws

2024-12-27

Fake Nintendo Lawyer Terrorizes YouTubers, Exposing YouTube's Copyright Flaws

A user impersonating a Nintendo lawyer is terrorizing YouTubers by filing false copyright claims, leading to video takedowns and account suspensions. Using forged emails and documents, the perpetrator successfully bypassed YouTube's verification system, causing significant stress and financial losses for creators. This incident highlights vulnerabilities in YouTube's copyright claim process and the severity of online fraud, raising concerns about platform oversight and the need for improved safeguards.

(www.theverge.com)

Game YouTube copyright false claims online harassment online fraud copyright protection

SCCS: The Source Code Motel After 50 Years

2024-12-13

This article retrospectively examines the influence of the Source Code Control System (SCCS) over the past 50 years. Author Larry McVoy details SCCS's unique weave format, which allows for merging by reference, avoiding the inefficiencies of patch-based copying found in other systems. He explains how SCCS leverages this weave to retrieve any file version in constant time and preserves authorship across versions. While acknowledging shortcomings like long-term locks and file-orientation, McVoy highlights the efficiency of the weave format and its preservation of authorship as groundbreaking, laying the groundwork for later systems like BitKeeper.

(www.tuhs.org)

Development Source Code Management

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