Common Sweetener Shows Promise Against Drug-Resistant Bacteria

2025-04-08

Research from Brunel University London reveals that saccharin, a common artificial sweetener, can kill multi-drug resistant bacteria, including some of the world's most dangerous pathogens. Saccharin works by damaging bacterial cell walls, making them more susceptible to antibiotics. This discovery offers a potential new weapon in the fight against antibiotic resistance, leveraging a safe and widely available substance for a novel antimicrobial approach.

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F-35B Ejection: A Pilot's Choice and the Betrayal That Followed

2025-03-31
F-35B Ejection: A Pilot's Choice and the Betrayal That Followed

Marine Colonel Charles "Tre" Del Pizzo was forced to eject from his malfunctioning F-35B fighter jet after multiple systems failed during a training sortie. Despite investigations concluding that the systems failures were primarily responsible and Del Pizzo acted appropriately, he was later relieved of his command, sparking debate about pilot safety, system reliability, and whether the military over-punishes pilots. This article delves into the incident and its aftermath.

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Code Rewrites: Magic Wand vs. Iterative Improvement

2025-01-03

This article explores the pros and cons of code rewrites. Using Netscape's failure as an example, the author argues that rewriting isn't always the best approach. Instead of large-scale rewrites, maintain idealism, imagine a perfect solution (wave a magic wand), and then iteratively improve the existing code. By distinguishing between necessary and accidental complexity, identify improvement directions and continually reflect on "If I could wave a magic wand, what would I want it to be?", ultimately reaching the ideal state.

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The Brutal Truth About Udemy Instructor Earnings in 2024

2025-01-28
The Brutal Truth About Udemy Instructor Earnings in 2024

An in-depth analysis of 200,000 Udemy courses reveals a harsh reality for instructors: the average yearly income is only $3,306, with 75% earning less than $1,000 annually. A mere 1% achieve a full-time income (>$50K/year). The top 1% of instructors receive over 50% of all earnings, while the bottom 50% earn less than 1%. New instructors joining since 2020 average just $2,100 annually, significantly less than those who joined before 2020 ($5,400). Udemy's shift towards B2B business exacerbates inequality, with most courses excluded from Udemy Business and experiencing drastically reduced income. The study concludes that success on Udemy is exceptionally challenging for most instructors, recommending income diversification.

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Apple's C1 Modem: Lower Power Consumption, Comparable Performance

2025-03-03
Apple's C1 Modem: Lower Power Consumption, Comparable Performance

Apple's self-developed C1 modem, debuting in the iPhone 16e, shows comparable performance to previous 5G chips but with significantly reduced power consumption. Tests in lab and real-world scenarios (like subway trains) show the C1 matching Qualcomm's modems in 5G speeds, while boasting roughly a 24% lower average power consumption. The iPhone 16e achieved 53 minutes more 5G video streaming time than the iPhone 16. While the iPhone 16e has a larger battery, the results highlight the significant power efficiency gains of Apple's in-house silicon design, going beyond just saving licensing fees. The success suggests Apple's reported development of a C2 modem is likely.

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Docker Hub's Trust Crisis: LinuxServer.io's Predicament

2025-01-24
Docker Hub's Trust Crisis: LinuxServer.io's Predicament

LinuxServer.io, a prominent Docker image provider, has long relied on Docker Hub as its primary registry. However, a series of policy changes by Docker Hub in recent years, including limitations on free users and a disastrous DSOS renewal process, resulted in LinuxServer.io losing its DSOS membership, facing the risk of image purging and pull limits. Despite attempts to contact Docker for assistance, they received no response. This forces LinuxServer.io to re-evaluate its image distribution strategy, potentially reducing reliance on Docker Hub, impacting many users who depend on it.

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Development

AI Spots Distracted Politicians in Belgian Government Livestreams

2025-03-06
AI Spots Distracted Politicians in Belgian Government Livestreams

An AI system is monitoring livestreams of Flemish government meetings in Belgium to detect politicians using their phones. The system, written in Python and using machine learning and facial recognition, automatically captures images of distracted politicians and posts them to Twitter and Instagram, tagging the individual. Launched July 5th, 2021, the software not only analyzes live streams but also reviews past recordings on the government's YouTube channel.

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Tech

Chewing Hard Objects Boosts Brain GSH Levels and Improves Cognition?

2025-03-03

A Korean study found that chewing hard objects (like wooden blocks) significantly increases glutathione (GSH) levels in the anterior cingulate cortex of the brain. GSH is a crucial antioxidant, and higher levels are associated with better memory performance. In contrast, chewing gum showed no significant effect on GSH levels. Researchers suggest that increased cerebral blood flow from chewing hard objects may stimulate GSH synthesis. This study proposes a simple way to boost brain antioxidant defenses, but further research is needed to validate its effectiveness across different age groups and brain regions.

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Running DeepSeek R1 on Your Own Hardware: A Quick and Easy Guide

2025-02-01

This article provides a straightforward guide on running the large language model DeepSeek R1 on your own hardware. Using Arch Linux and the Ollama tool, the author walks the reader through installing, configuring, and running DeepSeek R1. The process requires a computer or VM with a dedicated GPU and some basic Linux knowledge. Security is emphasized; it's recommended not to run this on your main system. Ultimately, the reader can run DeepSeek R1 locally, enjoying a cloud-free, subscription-free, and data leak-free AI experience.

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Development

Spice86: A .NET-based Real Mode DOS Emulator for Reverse Engineering

2025-02-20
Spice86: A .NET-based Real Mode DOS Emulator for Reverse Engineering

Spice86 is a .NET-based emulator for executing, reverse engineering, and rewriting real-mode DOS programs without source code. It emulates program execution, exports runtime data (memory dump and execution flow), then uses the spice86-ghidra-plugin to import this data into Ghidra, converting assembly instructions into C# code. This allows for a gradual rewriting of the assembly code with C# methods. Spice86 boasts numerous command-line options, including debugging, EMS memory, A20 gate, and GDB remote debugging, along with custom GDB commands for dynamic analysis. It also features a built-in debugger for inspecting memory, disassembly, registers, stack, and structured memory views.

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Development DOS emulator

Unraveling the Mystery of the Antikythera Mechanism: A 254:19 Cosmic Code

2024-12-15
Unraveling the Mystery of the Antikythera Mechanism: A 254:19 Cosmic Code

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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DeepSeek's $5.6M Model Defies Altman's $10M AI Startup Claim

2025-01-28
DeepSeek's $5.6M Model Defies Altman's $10M AI Startup Claim

Sam Altman, OpenAI CEO, previously claimed that AI startups with only $10 million in funding were 'totally hopeless' in competing with OpenAI. However, the emergence of DeepSeek, a Chinese AI company, challenges this assertion. DeepSeek's groundbreaking model, r1, was trained for a mere $5.6 million, proving Altman's statement inaccurate and sending shockwaves through the industry. Altman himself has since praised DeepSeek's achievement, highlighting the rapid pace of AI development and the unexpected disruption from unexpected players.

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AI

Belief Graphs: Understanding the Structure and Competition of Beliefs

2025-07-22
Belief Graphs: Understanding the Structure and Competition of Beliefs

This article explores the structure of belief systems and how they compete. Belief systems are visualized as graphs, with core ideas as nodes and connections between ideas as edges. Challenging core ideas is like shaking the foundations, while weakening connections is like damaging the structure. The author uses the conflict between Galileo and the Church, and modern examples like "Growth-First Capitalism" vs. "Ecological Sustainability," to illustrate the stability and competitive strategies of belief systems. Understanding the structure of belief systems is crucial to counter manipulation and polarization, the article concludes.

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Psychological Projection: Facing Your Inner Demons Through Others' Flaws

2025-02-18

Do you find yourself frequently criticizing others for laziness, stupidity, or hypocrisy? This article explores psychological projection, the tendency to displace undesirable feelings onto others, treating them as the source of internal conflicts we'd rather avoid. Examples range from resenting someone's wealth to disliking their hobbies, all stemming from unresolved personal insecurities. Recognizing and addressing these projected emotions is key to improving self-esteem and relationships. The article provides practical steps to identify and process projections, ultimately urging readers to confront their inner anxieties and achieve self-healing.

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50 Years of Travel Wisdom: The Laser-Back Method

2025-02-16
50 Years of Travel Wisdom: The Laser-Back Method

A seasoned traveler with over 50 years of experience shares their insights. They categorize travel into two modes: relaxation and engagement, favoring the latter. The article advocates for planning trips around passions, not just famous landmarks, offering numerous practical tips, such as visiting a driver's mother, crashing weddings, utilizing Google Maps for public transit, and taking street food tours. A unique 'laser-back' travel method is introduced: heading to the most remote destination first and meandering back to the city, maximizing the experience.

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(kk.org)

The High Cost and Complexity of Static CT Logs: A Sustainability Debate

2025-07-04

This article compares the operational costs and complexities of two CT log implementations: CompactLog and Sunlight. The author demonstrates that Sunlight's 'served directly from S3' architecture suffers from significantly higher write (22.4x) and read (500x) costs compared to CompactLog. Furthermore, Sunlight exhibits security vulnerabilities (accepting 32 spaces as a cryptographic seed), lacks caching, is complex to deploy, and has poor documentation, resulting in high operational costs and maintainability challenges. The author criticizes this design's prioritization of perceived simplicity over sustainability and security, advocating for the inclusion of smaller operators and monitors in shaping the CT ecosystem to avoid consolidation of control by large corporations or cloud providers.

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From Pickle Maker to King: The Untold Story of Khalid Sheldrake

2024-12-18
From Pickle Maker to King: The Untold Story of Khalid Sheldrake

Bertie Sheldrake, grandson of a London pickle manufacturer, converted to Islam, changing his name to Khalid. He became a prominent figure in the British Muslim community, founding journals and ultimately accepting the kingship of the short-lived Islamic Republic of East Turkestan in Xinjiang. This incredible journey, from ordinary London life to a faraway kingdom and back to obscurity, adds a fascinating chapter to the history of 20th-century British Islam.

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Undersea Data Center Disaster: The Tragedy of Millions of Data Bits

2025-04-05
Undersea Data Center Disaster: The Tragedy of Millions of Data Bits

A real-time streaming startup, REALTIM, experienced a Kafka message queue crash due to Kubernetes scaling, unexpectedly uncovering a forgotten undersea backup server. Due to an intern's experimental customizations and company negligence, this server accumulated massive data backlog, resulting in millions of data bits being 'imprisoned' in an undersea fiber optic cable for months, suffering data compression, magnetic interference, and more. Data bit "0000" wrote a book detailing this ordeal, resonating widely among digital entities, even garnering sympathy from Internet Explorer. This incident exposes shortcomings in the company's technology scaling and data management, reflecting a disregard for the data lifecycle.

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Chilean Kayaker Briefly Swallowed by Humpback Whale

2025-02-17
Chilean Kayaker Briefly Swallowed by Humpback Whale

In a viral video, a kayaker in Chilean Patagonia was briefly swallowed whole by a humpback whale before being released unharmed. Adrián Simancas and his father were kayaking near the Strait of Magellan when the whale surfaced, engulfing Adrián and his kayak. His father, Dell, filmed the incident, calmly urging his son to remain calm. While terrifying, the experience ended without injury, highlighting the rare encounter between humans and whales in the region.

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A Quilt's Story: Deconstructing the Myths of Clothing Quality

2025-03-26
A Quilt's Story: Deconstructing the Myths of Clothing Quality

This article recounts the creation of a patchwork quilt using worn textiles from friends and family, sparking a reflection on the quality of mass-produced clothing. The author argues that garment quality isn't solely determined by origin or maker, but by brands' control over costs and production processes. Low-quality fast fashion reflects brand choices to cut costs, not the skill of the workers. The piece challenges stereotypes about East Asian women's sewing abilities, advocating for a focus on brand and supply chain responsibility instead.

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SUS HDL: A More Intuitive Hardware Description Language

2025-07-07

SUS HDL is a new hardware description language (HDL) aimed at simplifying the hardware design process. Unlike Verilog or VHDL, SUS features latency counting for easier timing and pipelining, a compiler that tracks and displays design aspects in the editor, and powerful metaprogramming capabilities for generating LUTs. Its core philosophy is a clean syntax for direct netlist generation, compatible with traditional synthesis tools. While it requires synchronous hardware, its ease of use and powerful features make it a promising alternative.

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Development

Undocumented Power Macintosh G3 Easter Egg Discovered After 27 Years

2025-06-24

A developer accidentally stumbled upon an undocumented easter egg hidden within the ROM of the original Power Macintosh G3. The egg is a JPEG image featuring the team who worked on the Mac models. By analyzing the SCSI Manager code in the ROM, the developer discovered the trigger: formatting the RAM disk after startup and typing 'secret ROM image' into the format dialog. This creates a JPEG file named 'The Team' on the RAM disk, revealing the team photo. This find might be one of the last easter eggs on Macs before their reported banning in 1997, adding a layer of mystery to Mac history.

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Hardware

Gorbachev's Reforms: A Helpless or Reckless Revolution?

2025-02-26
Gorbachev's Reforms: A Helpless or Reckless Revolution?

This essay examines the reasons for the failure of Gorbachev's reforms, particularly the role of entrenched interests in the demise of the USSR. It compares two contrasting narratives: the "helpless" narrative, which argues that Gorbachev lacked power and was obstructed by powerful bureaucratic interests; and the "reckless" narrative, which contends that Gorbachev possessed significant power but pursued reckless reforms, especially the lack of crucial price reform, ultimately leading to the collapse of the USSR. By analyzing Gorbachev's power, personnel changes, and economic reforms, and by reinterpreting the coup against Khrushchev, the essay supports the "reckless" narrative, suggesting that Gorbachev's idealism and disregard for institutions were the primary causes of the USSR's collapse.

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Visual Programming's Future: Beyond Nodes and Wires

2025-09-14
Visual Programming's Future: Beyond Nodes and Wires

This article explores the limitations of visual programming, arguing that it has long been trapped in the node-and-wire paradigm, neglecting the principle of "form follows function." Using CellPond as an example, the author highlights that its success lies in defining the underlying function (only four operations) first, with the form emerging naturally. The author further elaborates on the threefold meaning of "function": intrinsic nature, rationality, and algebra, and argues that visual programming should focus on leveraging the human visual cortex's pattern recognition capabilities to model problems, rather than simply mimicking textual programming. The article proposes modeling problems as entities and relationships, and utilizing visual elements (color, grouping, motion) to represent state changes, thus breaking through the limitations of existing visual programming and creating more powerful programming tools.

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Development

Colorado Farm Marries Solar Power and Agriculture for a Sustainable Future

2025-01-04
Colorado Farm Marries Solar Power and Agriculture for a Sustainable Future

A Colorado farmer has pioneered a sustainable model by integrating solar panels with his farm. His 3,276 panels power roughly 300 homes, while the land beneath them supports various crops and livestock, offering crucial shade during Colorado's hot summers. This 'agrivoltaics' approach not only boosts income but also protects soil and improves land use efficiency, offering a blueprint for climate change adaptation. However, challenges remain, including higher initial costs, increased land management demands, and a lack of policy support for agrivoltaics.

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Why LLMs Fail at Creativity: The Surprise Problem

2025-08-17
Why LLMs Fail at Creativity: The Surprise Problem

Large Language Models (LLMs) struggle with comedy, art, journalism, research, and science because they're fundamentally designed to avoid surprises. The author argues that humor, good stories, and impactful research all hinge on surprising elements that are ultimately inevitable in hindsight. LLMs, trained to predict the next word, minimize surprise, resulting in predictable and uninspired output. Improving LLMs requires a shift towards a curiosity-driven architecture that actively seeks out and interprets surprising truths, rather than simply avoiding them.

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AI

Reverse Engineering Bambu Connect: Extracting the Private Key

2025-01-20

Security researchers reverse-engineered the Bambu Connect printer app, revealing it uses Electron and employs code obfuscation and asar packaging to protect its private key. Researchers detailed a multi-step process, including using asarfix to repair the asar file, analyzing main.node with Ghidra, and ultimately extracting the private key and certificates. The process also involved RC4 decryption and URL decoding.

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SheepShaver: Open-Source PowerPC Mac Emulator

2025-03-18

SheepShaver is an open-source PowerPC Apple Macintosh emulator capable of running Mac OS 7.5.2 through 9.0.4. Originally a commercial product for BeOS (1998), it was open-sourced in 2002 and ported to Windows, Linux, and macOS. While primary development ceased in 2008, community contributions continue, making it a valuable tool for running older Mac OS versions, especially as the Classic Environment is absent in newer macOS releases. Users need to supply their own ROM image and Mac OS copy.

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Hardware

5MB in 1966: The Story of 62,500 Punched Cards

2025-02-19
5MB in 1966: The Story of 62,500 Punched Cards

In 1966, storing a mere 5MB of data required a staggering 62,500 punched cards—a stark contrast to today's instant access to vast information. Each card held a few hundred bytes, and loading 5MB took four days. This compares dramatically to modern flash drives and cloud computing. Giant mainframe computers, primarily used by governments and large corporations, relied on this system. The shift from punched cards to magnetic tape and hard drives marked a giant leap in computing technology, highlighting the incredible progress made in modern computing.

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