Unlocking Intrinsic Motivation: The Secret to Effortless Learning

2025-04-29
Unlocking Intrinsic Motivation: The Secret to Effortless Learning

The author recounts a dramatic shift in their learning experience, from complete lack of motivation to intense focus. They attribute this transformation to 'intrinsic motivation,' the drive stemming from the inherent enjoyment of an activity. The piece delves into Self-Determination Theory (SDT), explaining how autonomy, competence, and relatedness impact intrinsic motivation. Research reveals that rewards can sometimes backfire, while autonomy and positive feedback boost it. The author connects personal experiences with research, illustrating how to cultivate intrinsic motivation and exploring the complex relationship between competition and intrinsic motivation.

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Good Prose, Good Ideas: The Connection Between Style and Substance

2025-05-24

This essay explores the seemingly paradoxical idea that good writing style often correlates with sounder ideas. The author uses personal writing experiences and analogies (like shaking a bin of objects) to demonstrate how striving for fluent expression leads to unconscious and conscious error correction, refining the thought process. Good writing, the essay argues, isn't just about elegant phrasing but about a natural rhythm that mirrors the flow of thought. Excellent writing, the author posits, is a process of developing ideas, with good style acting as a design to make the ideas clearer, ultimately leading to accuracy. However, the author also acknowledges that flowery language can mask falsehoods, emphasizing the writer's honesty and rigor as key.

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Onramp Compiler Successfully Compiles DOOM from Scratch

2024-12-31

After two years of development, a programmer has successfully compiled the classic game DOOM using a self-bootstrapping compiler called Onramp. Starting from a simple virtual machine written in x86_64 assembly, Onramp gradually built an assembler, C compiler, and other tools, ultimately compiling and running DOOM. While performance is currently limited, Onramp demonstrates impressive self-hosting capabilities and cross-platform potential. Its long-term goal is to enable compilation and execution of code on any architecture, even those of alien civilizations, preserving our cultural and computing heritage for the distant future.

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Development self-hosting

How to Disable Apple Intelligence on Your iPhone

2025-01-13
How to Disable Apple Intelligence on Your iPhone

Apple's new AI feature, Apple Intelligence, offers convenient tools but consumes 7GB of storage and may not be useful for everyone. This article provides a step-by-step guide on how to disable individual Apple Intelligence features, including Writing Tools, Image Creation, and notification summaries, as well as how to completely turn off Apple Intelligence. Note that completely disabling it and freeing up storage requires a device reset.

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Tech

Rocal UI: A Clean Template Engine in Rust

2025-04-26
Rocal UI: A Clean Template Engine in Rust

Rocal UI is a simple template engine written in Rust. While primarily designed for use with the Rocal framework to build views, it's adaptable to any Rust project. Its syntax is straightforward, supporting variable embedding, if-else statements, and for loops. The `view!{}` macro generates HTML strings that can be nested, facilitating partial template usage. Get started quickly with `cargo install rocal --features="cli"` and `rocal new -n yourapp`.

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Development Template Engine

Startup Exploitation: 11 Months of Pain and Lessons Learned

2025-04-28
Startup Exploitation: 11 Months of Pain and Lessons Learned

A young developer's advisory role at a startup quickly turns into a cautionary tale of exploitation and disillusionment. Fixr, a car repair platform, had languished for three years with no traction, despite burning through funding. The author poured immense effort into the project, only to discover internal conflict, incompetent founders, and manipulative equity dealings. After 11 months, he left, gaining valuable lessons about startup red flags and the importance of due diligence.

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Development Career

2024: A Breakthrough Year for Windows on Arm

2024-12-30
2024: A Breakthrough Year for Windows on Arm

2024 marked a significant milestone for Windows on Arm. Qualcomm's Snapdragon X Elite processors delivered exceptional performance and battery life, enabling Copilot Plus PCs to challenge Apple's MacBook Air. While gaming compatibility remains an area for improvement, the collaboration between Microsoft and Qualcomm, along with developers embracing native Arm64 apps, has significantly matured the Windows on Arm ecosystem. Intel and AMD countered with Lunar Lake and Ryzen AI chips, respectively, intensifying the competition and setting the stage for a fierce battle between Arm and x86 in 2025.

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The Rise and Fall of Experimental Playgrounds: From Junk to Juxtaposition

2025-07-01
The Rise and Fall of Experimental Playgrounds: From Junk to Juxtaposition

Post-war Europe saw the rise of 'junk playgrounds,' unconventional spaces built from discarded materials. These weren't your typical swings and slides; they encouraged child-led construction, exploration, and even risky play like handling fire. Emdrup playground in Denmark, a prime example, boasted a 50-foot tower built by children. However, safety concerns and aesthetic criticisms led to their decline, replaced by more 'sanitized' adventure playgrounds. While games like Minecraft offer a digital echo of this creative freedom, they lack the physical and social richness of the originals. The article explores the history and value of these experimental playgrounds, urging a renewed focus on imaginative, co-created play spaces in modern cities.

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Disney Data Breach: 25-Year-Old Pleads Guilty to Stealing 1TB of Confidential Data

2025-05-03
Disney Data Breach: 25-Year-Old Pleads Guilty to Stealing 1TB of Confidential Data

A 25-year-old California man, Ryan Mitchell Kramer, pleaded guilty to hacking a Disney employee's computer and stealing over 1 terabyte of confidential data. He disguised malware as an AI art generator, gaining access to the victim's computer and subsequently stealing data from numerous Disney Slack channels. This included employee personal information, internal communications, and recruitment data. Kramer then threatened the victim and publicly released the stolen information. Disney and the FBI are investigating the incident.

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Tech

WWII's Ramree Island: A Nightmarish Crocodile Massacre

2025-03-11
WWII's Ramree Island: A Nightmarish Crocodile Massacre

Following a battle on Ramree Island during WWII, nearly 1,000 Japanese soldiers fled into a dense mangrove swamp. Little did they know, this refuge was home to a massive population of saltwater crocodiles. These apex predators, some reaching over 20 feet in length, ambushed the terrified soldiers. Survivors recounted horrific tales of nightmarish attacks, screams, gunfire, and the sounds of flesh being torn. Hundreds perished in what Guinness World Records dubbed the "most fatalities in a crocodile attack."

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arXivLabs: Experimenting with Community Collaboration

2025-04-04
arXivLabs: Experimenting with Community Collaboration

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved share arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners who uphold them. Have an idea to improve the arXiv community? Learn more about arXivLabs.

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Development

Nausicaä's Visual Storytelling: A Powerful Anti-War and Environmental Message

2025-06-20
Nausicaä's Visual Storytelling: A Powerful Anti-War and Environmental Message

This paper analyzes how Hayao Miyazaki's *Nausicaä of the Valley of the Wind* uses visual storytelling, specifically mise-en-scène elements like color, lighting, and body language, to amplify its anti-war and environmental themes. The author argues that the film's visuals aren't merely aesthetic choices but crucial narrative devices conveying the impact of war on both people and nature. By drawing parallels between the Giant Warriors and nuclear weapons, and examining the use of color and character expressions in war scenes, the paper demonstrates how the film bridges fantasy and reality, prompting reflection on the environmental and human consequences of warfare and advocating for peace and environmental consciousness.

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Raspberry Pi's Soldering Secret: 60 Million Units and a Refine Process

2025-04-30
Raspberry Pi's Soldering Secret: 60 Million Units and a Refine Process

Early Raspberry Pi production relied on a mix of manual and robotic through-hole soldering, especially for components like the 40-pin GPIO header, Ethernet, and USB ports. This proved inefficient and costly. To overcome this, Raspberry Pi partnered with Sony to implement an innovative lead-free reflow soldering process that simultaneously solders surface-mount and through-hole components. This significantly improved efficiency and product quality, leading to the production of over 60 million units.

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Hardware soldering

Hybrid Microcapacitor Promises a Sweet Spot for Energy Storage in Tiny Devices

2025-05-16
Hybrid Microcapacitor Promises a Sweet Spot for Energy Storage in Tiny Devices

Researchers at University College London have developed a zinc-ion micro-capacitor (ZIMC) that strikes a balance between energy storage capacity and discharge rate, outperforming both microbatteries and microsupercapacitors in certain aspects. The device uses a novel 3D electrode structure and material selection to achieve high power areal density and long cycle life, making it suitable for applications in wearables, medical implants, and IoT devices. While currently using gold electrodes which are expensive, the team is exploring cost-effective alternatives for commercial viability. This hybrid approach offers a compact and efficient energy storage solution for next-generation on-chip electronics.

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Browser-Use: Empowering AI to Control Your Browser

2025-02-25
Browser-Use: Empowering AI to Control Your Browser

Imagine your AI seamlessly interacting with your browser, searching information, clicking links, and even performing complex web tasks. Browser-Use is a powerful Python library enabling AI agents to directly control browsers, automating actions such as searching Reddit, adding items to a shopping cart, or even adding contacts to Salesforce. The project offers easy-to-use APIs, readily available UI examples, and comprehensive documentation. A dedicated committee is even being formed to define best practices for browser agent UI/UX design. Whether you're a developer or AI researcher, Browser-Use offers significant benefits.

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Development

Fedora Linux Officially Lands in WSL!

2025-05-06
Fedora Linux Officially Lands in WSL!

Exciting news! Fedora Linux is now officially available as a Windows Subsystem for Linux (WSL) distribution. Simply type `wsl --install FedoraLinux-42` in your terminal to install Fedora 42. Installation is quick and easy, requiring no password by default and automatically adding you to the wheel group for sudo access. This streamlined version includes core components like the DNF package manager, allowing users to customize their system. While Flatpak isn't included by default, it's easily installable for graphical applications. The Fedora team is actively working on improving Flatpak support and adding hardware-accelerated graphics for a richer desktop experience within Windows. This is a welcome addition for Windows users curious about Linux, or Fedora fans who occasionally need to use Windows.

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Development

NASA and Axiom Space Alter Commercial Space Station Assembly Order

2024-12-29
NASA and Axiom Space Alter Commercial Space Station Assembly Order

NASA and Axiom Space have revised the assembly sequence for Axiom Space's commercial space station. The new plan prioritizes launching the Payload, Power, and Thermal Module first, enabling Axiom Station to become a free-flying destination as early as 2028, independent of the International Space Station (ISS). This accelerates Axiom Station's operational capabilities, reduces reliance on the ISS, and prepares for the ISS's decommissioning no earlier than 2030. NASA continues to support the R&D of multiple commercial space stations to maintain US leadership in microgravity research and to serve future space exploration goals.

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Uber and Waymo Team Up: Austin Gets RoboTaxi Choice

2025-03-08
Uber and Waymo Team Up: Austin Gets RoboTaxi Choice

Uber and Waymo have officially launched "Waymo on Uber" in Austin, offering users a choice between a Waymo robotaxi and a human-driven vehicle at the same price. This collaboration marks a shift in the relationship between the two former rivals, with Waymo handling vehicle technology and Uber managing fleet operations. The service hints at future partnerships in the autonomous vehicle industry and underscores Uber's strategic moves in the robotaxi market. The partnership builds on a previous collaboration in Phoenix and anticipates expansion to Atlanta.

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Kraken Foils North Korean Hacker's Job Application Infiltration Attempt

2025-05-01
Kraken Foils North Korean Hacker's Job Application Infiltration Attempt

Cryptocurrency exchange Kraken thwarted a North Korean hacker's attempt to infiltrate the company by applying for an engineering position. The hacker exhibited several red flags during the interview process, including using a false name, switching voices, and an email address linked to a known hacking group. Kraken's security team used open-source intelligence and multiple rounds of technical tests to ultimately expose the hacker's true identity. The incident highlights the importance of enhanced security measures for companies, particularly vigilance against hackers disguised as job applicants.

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Reject Cookies: A Chrome Extension to End Annoying Cookie Banners

2025-04-29

Tired of annoying cookie consent banners? The Reject Cookies Chrome extension automatically rejects non-essential cookies and closes pop-ups. While initially using Cursor for development, the approach shifted to a more targeted method, focusing on specific vendors like OneTrust for better accuracy. The extension is a work in progress and welcomes user feedback and contributions to expand its coverage of cookie providers.

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Development

World Models: The Illusion and Reality of AGI

2025-09-03
World Models: The Illusion and Reality of AGI

The latest pursuit in AI research, especially in AGI labs, is the creation of a "world model" – a simplified representation of the environment within an AI system, like a computational snow globe. Leading figures like Yann LeCun, Demis Hassabis, and Yoshua Bengio believe world models are crucial for truly intelligent, scientific, and safe AI. However, the specifics of world models are debated: are they innate or learned? How do we detect their presence? The article traces the concept's history, revealing that current generative AI may rely not on complete world models, but on numerous disconnected heuristics. While effective for specific tasks, these lack robustness. Building complete world models remains crucial, promising solutions to AI hallucinations, improved reasoning, and greater interpretability, ultimately driving progress towards AGI.

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AI

The 'Incentives' Excuse: Why Blaming the System for Bad Science Won't Cut It

2025-04-28
The 'Incentives' Excuse: Why Blaming the System for Bad Science Won't Cut It

This article critiques the common practice in science of blaming 'incentives' for unethical behavior. The author argues that scientists often use 'incentives' as an excuse to avoid responsibility for actions like p-hacking and selective reporting. Nine arguments are presented against this justification, highlighting how it excuses any behavior, ignores moral and long-term responsibilities, and ultimately fails to change the system, potentially worsening the problem. The article concludes with a call for scientists to take responsibility, adopting a long-term perspective rather than sacrificing scientific integrity for personal gain.

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Electric Car Batteries Outlast Expectations, Potentially Lasting 20+ Years

2024-12-24
Electric Car Batteries Outlast Expectations, Potentially Lasting 20+ Years

Studies of thousands of electric vehicles reveal that EV batteries are lasting far longer than anticipated, potentially exceeding 20 years. Contrary to the common belief that EV batteries require expensive replacements after a few years, research shows they can retain 87% of their original capacity even after 300,000 kilometers. This is largely attributed to less frequent charging and improvements in battery management systems. While rapid charging and hot climates accelerate battery degradation, the overall trend is positive, with some models showing an annual degradation rate of just 1.8%. This could significantly disrupt the automotive industry, as EVs offer lower maintenance costs and longer lifespans, potentially revolutionizing the traditional 15-year car lifespan.

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‘Curb Your Enthusiasm’ Footage Saves Innocent Man from Death Row

2024-12-25
‘Curb Your Enthusiasm’ Footage Saves Innocent Man from Death Row

Juan Catalan, a California man, faced the death penalty for a murder he didn't commit. The sole eyewitness's description matched Catalan, despite his pleas of innocence. His girlfriend remembered he was at a Dodgers game the night of the murder. His lawyer secured footage from an HBO filming of 'Curb Your Enthusiasm' at the stadium, showing Catalan and his daughter, proving his alibi. This unexpected evidence led to the dismissal of charges, highlighting the fallibility of eyewitness testimony and the risk of wrongful convictions.

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Challenging AI with Number Theory: A Reality Check

2025-06-18
Challenging AI with Number Theory: A Reality Check

A mathematician challenges the true capabilities of current AI in mathematics, arguing that existing AI models are merely parroting, not truly understanding mathematics. To test this hypothesis, he's initiating an experiment: creating a database of advanced number theory problems and inviting AI companies to solve them using their models. Answers are restricted to non-negative integers, designed to assess whether AI possesses genuine mathematical reasoning or simply relies on pattern matching and internet data. This experiment aims to differentiate between AI 'understanding' and 'mimicry,' pushing for a deeper evaluation of AI's mathematical abilities.

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AI

Diffusion Models: The Unsung Heroes of AI Image Generation

2025-05-19

Unlike transformer-based language models, diffusion models generate images by progressively removing noise from a noisy image. Training involves teaching the model to identify added noise, eventually allowing it to generate images from pure noise. This is akin to sculpting, gradually refining a rough block of stone into a masterpiece. While still nascent for text, diffusion models show great promise in image and video generation, as seen in OpenAI's Sora and Google's VEO. The core lies in how it models the relationship between noise and data, a stark contrast to transformers' focus on language structure.

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AI

Ultra-Processed Foods: Health Risks and Policy Challenges

2025-09-05
Ultra-Processed Foods: Health Risks and Policy Challenges

The UN is set to discuss a proposal to eliminate trans fats, but experts urge clarification between industrially produced and naturally occurring trans fats to avoid harming nutritious foods. This sparks a broader debate on "ultra-processed foods," often high in sugar, salt, and saturated fat, linked to obesity and cardiovascular disease. While the NOVA classification system helps identify them, its limitations lie in focusing solely on processing, ignoring factors like palatability and calorie density. Therefore, clearer definitions and more precise policies are needed, balancing control over excessive industrial food production with ensuring sufficient and appropriate food for all.

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Tech trans fats

AI/LLM Predictions: 1, 3, and 6 Years Out

2025-01-11

Simon Willison shared his predictions for AI/LLM development over the next 1, 3, and 6 years on the Oxide and Friends podcast. He anticipates that general-purpose AI agents won't materialize soon, but code and research assistants will flourish. Within three years, AI-assisted investigative reporting could win a Pulitzer Prize, alongside stricter privacy laws. Six years out, AI might produce amazing art, but could also lead to widespread civil unrest depending on the development and economic impact of AGI/ASI. Willison emphasizes his low confidence in these predictions, offering them as an interesting point of future reflection.

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Digital Superpowers by 2030: How AI Glasses Will Transform Our Lives

2025-01-12
Digital Superpowers by 2030: How AI Glasses Will Transform Our Lives

Computer scientist Louis B. Rosenberg predicts that by 2030, context-aware AI agents in wearable devices, particularly AI-powered glasses, will give us "digital superpowers." He envisions a three-phase rollout: Phase 1 involves whispered queries answered instantly; Phase 2 uses lip reading to interpret our commands; Phase 3 achieves thought-based interaction. These glasses won't just provide information; they'll anticipate our needs, interpret emotions, and enhance social interactions. Rosenberg cautions about potential misuse and advocates for a subscription model to mitigate risks.

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Solidroad: Revolutionizing Customer Experience with AI

2025-06-14
Solidroad: Revolutionizing Customer Experience with AI

Solidroad is a startup leveraging AI to revolutionize customer experience. From humble beginnings and investor rejections, they've grown to analyze hundreds of thousands of conversations monthly, delivering significant time and cost savings for clients like Crypto.com, Podium, and ActiveCampaign, all while experiencing substantial revenue growth. They're seeking fast-iterating, customer-obsessed individuals who embrace direct feedback and possess a strong drive to join their team and build the future of customer experience.

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Startup
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