An experiment uses the Google Vision API to extract the story behind a single photo, revealing hidden personal information. Upload a photo to see how the API interprets its content and what private details it might reveal, highlighting the importance of online privacy.
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Following a 2019 software implementation of Network Time Security (NTS), Netnod has deployed NTS at the hardware level using FPGAs for their NTP and NTS protocols. This hardware implementation offers enhanced security, mitigating side-channel attacks and improving efficiency and scalability. While challenges existed in processing complex NTS packets, Netnod overcame them with a multi-engine parallel processing solution. Their NTS service is now in production.
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This book, "Taming LLMs," delves into the key limitations and implementation pitfalls encountered by engineers and technical product managers when building LLM-powered applications. Instead of focusing solely on capabilities, it tackles practical challenges such as handling unstructured output, managing context windows, and cost optimization. With reproducible Python code examples and battle-tested open-source tools, it provides a practical guide to navigating these challenges, allowing readers to harness the power of LLMs while sidestepping their inherent limitations.
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Bonscore offers an independent and transparent credit scoring service for businesses. Data is sourced directly from the company register, ensuring objectivity and preventing manipulation. Unlike traditional credit agencies, Bonscore uses proprietary algorithms to assess the probability of default, providing industry benchmarks for comparison. This empowers businesses to evaluate the creditworthiness of potential and existing clients, competitors, and suppliers, leading to more informed business decisions such as: vetting new clients, analyzing existing client payment behavior, participating in tenders, assessing supplier reliability, analyzing competitor financial health, and making credit decisions.
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This article explores the cornerstone of high-performing teams: Transactive Memory Systems (TMS). It's not about individual memory strength, but how teams effectively share and leverage members' knowledge and skills. Three types of team memory are introduced: working, long-term, and transactive memory, with a focus on how TMS enhances team performance. TMS comprises two elements: collaborative patterns and individual expertise. By building a TMS, teams unlock collective intelligence and overcome the impact of member changes. The article recommends methods like the Capability Comb, Team Manual, and deliberate practice to help teams quickly establish and improve their TMS.
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Three new types of superconductors were discovered this year, challenging our understanding of this phenomenon. These two-dimensional materials, like graphene, exhibit unprecedented flexibility, switching between insulating, conducting, and superconducting states with simple adjustments. One even defies expectations by strengthening in a magnetic field. These discoveries deepen the mystery of superconductivity while offering hope for room-temperature superconductors, potentially revolutionizing energy and transportation.
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The website similar-cities uses AI to visualize the relationships between cities by comparing the similarities of their road networks. It employs a unique 'drunkard's walk' algorithm, calculating the similarity of random paths within the road networks to assess structural similarity. Data is sourced from OpenStreetMap, encompassing roughly 2500 cities. The project is open-source, providing detailed algorithm explanations and code, and welcomes more city data for improved accuracy.
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A university research team faced a challenging sysadmin problem: their servers had been running for too long and needed rebooting, but frequent reboots disrupt user experience. Their default was to avoid reboots, but a recent large-scale reboot due to prolonged uptime forced a change. To prevent similar issues, they've decided on a yearly reboot schedule—at least three times a year, aligning with the university's teaching schedule—balancing preventative maintenance with user experience.
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This article explores the allure and subsequent fading of the 'World of Tomorrow' vision prevalent in the mid-20th century. It traces the evolution of societal yearnings for a better future, from the pursuit of efficiency, order, and speed to desires for exploration, adventure, and achievement, and finally, the longing for security, comfort, and ease. However, as technological advancements became reality, their flaws emerged, such as the blandness of industrialized food and the destructive nature of urban renewal projects. The author argues that disillusionment with progress stems from a misunderstanding of progress itself – the pursuit of 'one best way' rather than acknowledging diversity and individual preferences. To regain progress's charm, understanding contemporary aspirations and providing possibilities for various lifestyles, rather than a single future blueprint, is crucial.
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Velofuso has launched two minimalist coffee products: the TREFOLO espresso machine and the TURBINA cylindrical burr grinder. TREFOLO offers a reimagined, minimalist take on the espresso machine, while TURBINA boasts an innovative cylindrical burr design. Both products highlight Velofuso's commitment to clean design and superior performance.
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A recent study in Chemosphere claimed that black plastic kitchenware contains cancer-causing flame retardants, causing widespread panic. However, a McGill University scientist discovered a simple mathematical error in the study, overestimating exposure levels by a factor of ten. Despite the error, researchers maintain concerns about potential risks associated with black plastic kitchenware remain.
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This article explores unconventional approaches to solving physics problems using simple estimation and dimensional analysis. The author demonstrates the power of these methods by calculating the speed of falling raindrops, the length of the E. coli genome, and the mass of a proton, among other examples. The article suggests this napkin-based approach can greatly enhance physics education and learning. Further techniques like Fermi estimation and random walks are introduced and applied to problems like estimating the E. coli genome length and determining the optimal speed for walking or running in the rain, showcasing their practicality.
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Quantus is an advanced quantitative trading platform designed to provide professional traders and institutional investors with efficient and reliable trading solutions. It integrates powerful data analytics tools, flexible backtesting capabilities, and a low-latency execution system, enabling users to better capitalize on market opportunities and enhance investment returns. With its robust technology and user-friendly interface, Quantus is quickly becoming a rising star in the fintech landscape.
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After 39 years of dormancy, the Nintendo Entertainment System's long-forgotten expansion port is finally being utilized in commercial products. This article explores the history of the NES expansion port and why it remained largely unused for so long, examining factors such as Nintendo's strategy, technological limitations, and the market environment. Now, thanks to the efforts of the open-source hardware community and enthusiasts, the expansion port is being used to add features like Bluetooth controller support and Famicom Disk System compatibility, marking a breakthrough in retro gaming console modding.
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Stripe recently experienced an unexpected spike in DNS errors. This post details how they used tools like Unbound, tcpdump, and iptables to track down the root cause. The investigation revealed that a Hadoop job analyzing network logs was performing numerous reverse DNS lookups (PTR records), leading to traffic amplification due to retries exceeding the AWS VPC resolver's limits. Stripe resolved the issue by adjusting Unbound forwarding configurations to distribute the load across individual Hadoop hosts. The case highlights the importance of robust monitoring, multi-faceted troubleshooting, and strategies for handling traffic surges in high-availability systems.
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The upcoming sci-fi roguelike Caves of Qud, launching December 5th, boasts a massive world map totaling an astounding 13.8 gigapixels! This immense map consists of 240 x 75 zones, each zone containing 25 x 80 tiles, with each tile being 16 x 24 pixels. A web viewer allows exploration of the surface and even the first underground level (the remaining 2 billion+ levels are omitted due to data size). This breathtaking scale promises an epic, fantastical adventure, ripe with exploration possibilities.
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Developer Nicholas Carlini created a ChatGPT clone using only 3000 bytes of C code, powered by the GPT-2 model. This dependency-free implementation loads GPT-2's weight matrix and BPE file, then performs tokenization, matrix operations, transformer inference, and detokenization. While the output quality is not high, its efficiency is remarkable, producing multiple replies per second on modern hardware. This demonstrates the potential of compact code in implementing complex AI models.
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CCxTrust is a novel confidential computing platform that cleverly combines the strengths of Trusted Execution Environments (TEEs) and Trusted Platform Modules (TPMs) to establish a collaborative trust framework. By leveraging the black-box Root of Trust (RoT) embedded in CPU-TEEs and the flexible white-box RoT of TPMs, CCxTrust achieves end-to-end protection of sensitive data and models, overcoming the limitations of relying on a single hardware RoT. The platform implements independent Roots of Trust for Measurement (RTM) and a collaborative Root of Trust for Report (RTR), further enhanced by a composite attestation protocol for improved security and efficiency. Experimental results demonstrate significant performance advantages.
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This blog post details building a basic object system in Ruby without using classes. The author cleverly uses anonymous functions and hash tables to implement core OOP concepts like method lookup, prototypal inheritance, mixins, and metaprogramming. Starting with a constructor function, the post demonstrates simulating private variables and public interfaces, effectively recreating class-like behavior and inheritance. Through clear code examples, readers learn to create objects, define methods, implement inheritance and mixins, and even build a rudimentary `attr_accessor`-like metaprogramming feature. It's a practical guide to understanding object system fundamentals.
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This article details the implementation of a concurrent cycle collector in Rust for garbage-collected smart pointers (Gc) within a Scheme interpreter. Gc functions similarly to Arc>, supporting interior mutability, cloning, and sending across threads. The article thoroughly explains the implementation of Gc, including thread-safe interior mutability using semaphores and read/write locks, and the implementation details of concurrent cycle collection based on the Bacon and Rajan algorithm. This includes the Trace trait, cycle detection, and mechanisms for handling concurrent modifications.
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This article delves into Elixir/Erlang's hot code swapping capabilities, enabling the loading and unloading of code at runtime without requiring system restarts for application upgrades. A simple KV module example demonstrates manual hot swapping, while iex's c/1 and r/1 commands, and the Relups tool, are introduced for easier application and release upgrade management. The article explains Erlang applications, releases, appups, and relups, detailing the use of the Distillery tool to generate application releases and upgrade releases, ultimately achieving zero-downtime deployments and preventing service interruptions.
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A new Node.js library, @smoores/epub, has been released. It allows developers to inspect, modify, and create EPUB 3 publications. The library offers high-level APIs that simplify interaction with the EPUB specification, such as setting the title and retrieving author information. Lower-level APIs provide granular control over the EPUB structure, enabling tasks like adding chapters and metadata. Built upon fast-xml-parser, @smoores/epub provides robust XML parsing and manipulation capabilities, facilitating efficient handling of EPUB file XML content.
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A lioness adopting a leopard cub sparks a fascinating exploration into the world of animal adoption. This article delves into the evolutionary mechanisms behind this behavior, examining kinship selection, environmental pressures, individual differences, and maternal instincts. Research suggests that animal adoption isn't solely an evolutionary strategy, but also reflects animal emotions and individual variations, challenging traditional evolutionary explanations.
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Mullvad VPN has released the report for its 2024 third-party security audit of its VPN app. The audit uncovered six vulnerabilities, ranging in severity from low to high, all of which have been addressed. Three high-severity vulnerabilities involved signal handlers and a virtual IP address leak and have been fixed in the latest version. The audit also noted some non-security issues that Mullvad is actively working to resolve. Overall, the Mullvad VPN app is deemed highly secure, but users are still advised to upgrade to the latest version.
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This blog post discusses best practices for storing event times on event websites. The author argues that directly storing UTC time loses crucial information, such as the user's original intent and location. A better approach is to store the user's intended time and the event location, then derive the UTC time. Examples like user error, international timezone adjustments, and the 2007 Microsoft Exchange DST update illustrate the importance of storing the user's intended time. The author recommends designing a clear and user-friendly interface to help users accurately set event times and locations, emphasizing the importance of maintaining the user's original intent to avoid errors caused by timezone changes.
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Discovered in the first century BCE, the Antikythera mechanism is a complex astronomical device capable of tracking the movements of the sun, moon, and planets. Its intricate gear system is astonishing. This article delves into a specific 254:19 gear ratio within the mechanism, revealing it's not arbitrary but a clever reflection of the sun and moon's movements over a 19-year Metonic cycle, demonstrating the remarkable understanding of astronomy possessed by ancient Greeks. The article corrects previous misunderstandings about the Saros and Metonic cycles and explains the mathematical principles behind this gear ratio, unveiling the profound insight of ancient Greeks into celestial mechanics.
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Web Origami is a new programming language designed to simplify the creation of small- to medium-sized websites. Using a concise syntax that complements HTML and CSS, users can describe website structure using formulas similar to spreadsheets, transforming data and files into HTML and other website resources through simple programs. Even without JavaScript knowledge, features like full-text search and RSS feeds can be created. Origami provides a command-line interface, built-in functions, and an async-tree library, with support for JavaScript extensions. Its core concept is to abstract website building as data transformation, making site creation and deployment efficient, low-cost, and easy to understand.
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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.
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Unexpected Keyboard is a lightweight Android virtual keyboard designed for developers. Its key feature is the ability to input more characters by swiping towards the corners of keys. Originally designed for Termux users, it's now suitable for everyday use. The app is ad-free, makes no network requests, and is open-source. Users can access special symbols by swiping to the corners of keys; for example, swiping to the bottom-left corner opens settings. Similar apps include Calculator++.
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This post delves into bypassing modern Windows 10 and 11 kernel mitigations like SMEP and VBS. The author details Violet Phosphorus, a universal VBS/SMEP bypass technique, providing PoC code and a ROP chain. It explains SMEP and VBS, demonstrating how to exploit a vulnerability in the HackSysExtremeVulnerableDriver to use ROP gadgets and the MiGetPteAddress function to modify page table entries for kernel code execution. The author also shows how to use Kristal-G's SYSRET shellcode to return to user mode. This is a valuable resource for kernel exploit development and security researchers, categorized as Development.
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