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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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(innocenceproject.org)
Misc wrongful conviction evidence exoneration

Crystal Ball Challenge: Knowing the Future Isn't Enough to Guarantee Riches

2024-12-15
Crystal Ball Challenge: Knowing the Future Isn't Enough to Guarantee Riches

Elm Partners conducted an experiment called the "Crystal Ball Challenge," where 118 finance students traded stocks and bonds using the Wall Street Journal's front page from one day in the future (with price data blacked out) over 15 days. The results were surprising: despite having future information, most participants didn't profit, averaging a mere 3.2% gain. Experienced traders, however, performed exceptionally well, averaging a 130% gain. The experiment demonstrated that even with 'future' knowledge, successful investing requires sensible position sizing. This research highlights the importance of decision-making under uncertainty and position sizing, offering valuable lessons for financial education.

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(elmwealth.com)
Startup investment strategy risk management market prediction

Beyond Code Yellow: A Startup's Guide to Tackling Tough Problems

2024-12-19

This article, penned by a seasoned tech executive turned investor turned founder, shares insights from his experiences at Instacart and Beacon. He critiques the overuse of 'Code Yellow' – a crisis-mode problem-solving approach – noting its effectiveness but also its negative impact on team morale. He proposes a more sustainable alternative: 'Sweating the Problem.' This involves removing hidden constraints (e.g., the 'keep the lights on' fallacy), running multiple solutions in parallel, avoiding premature scaling concerns, and breaking down departmental silos. The core is building team resilience and problem-solving muscle, fostering a culture where proactively tackling tough challenges is the default.

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(nilam.ca)
Startup problem-solving team management

Parker Solar Probe to Make Historic Dive into Sun's Atmosphere

2024-12-20
Parker Solar Probe to Make Historic Dive into Sun's Atmosphere

After six years of traveling through space, NASA's Parker Solar Probe is poised to make history on Christmas Eve, plunging into the Sun's atmosphere at an unprecedented speed, coming within 3.8 million miles of the solar surface. This daring mission aims to unravel the mystery of the solar wind's origin, a question that has puzzled scientists for over half a century. The probe is equipped with cutting-edge materials, including heat-resistant titanium-zirconium-molybdenum alloy and sapphire crystal tubes, to withstand the extreme temperatures exceeding 2,500° Fahrenheit. This groundbreaking endeavor promises to shed light on the solar wind and its impact on our solar system.

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(arstechnica.com)
Tech Parker Solar Probe Solar Wind Solar Atmosphere

Mysterious Tablet with Unknown Script Unearthed in Georgia

2024-12-14
Mysterious Tablet with Unknown Script Unearthed in Georgia

A basalt tablet inscribed with an enigmatic language has been discovered near Lake Bashplemi in Georgia's Dmanisi region. The 24.1 x 20.1 cm tablet, featuring 60 characters (39 unique), has baffled researchers. Its symbols, possibly related to military spoils, construction, or religious offerings, bear partial resemblance to scripts from the Middle East, India, Egypt, and West Iberia, yet are distinct. Dating potentially to the Late Bronze or Early Iron Ages, the tablet adds a layer of complexity to the cultural history of the Caucasus, hinting at possible ancient cultural exchange between diverse regions.

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(archaeologymag.com)
Misc unknown script

Generative AI and Fair Use: A ChatGPT Case Study

2024-12-14

This article examines whether generative AI models, particularly ChatGPT, qualify for fair use of copyrighted material. The author analyzes the four factors outlined in Section 107 of the US Copyright Act: purpose and character of use, nature of the copyrighted work, amount and substantiality of the portion used, and effect on the market. Through a case study of ChatGPT, the author argues that ChatGPT's use of its training data likely constitutes copyright infringement. ChatGPT's commercial nature and its failure to transform the training data, coupled with market harm to original works, contradict the principles of fair use.

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(suchir.net)
AI Copyright Fair Use

Whittaker's Keynote at NDSS 2024: AI, Encryption, and a New Era of Threats

2024-12-18
Whittaker's Keynote at NDSS 2024: AI, Encryption, and a New Era of Threats

At the 2024 NDSS Symposium, Meredith Whittaker, president of the Signal Foundation, delivered a keynote address reflecting on the 'Crypto Wars' of the 90s. She highlighted how political, technical, and commercial pressures have shaped today's encryption landscape. Whittaker warned against viewing the current situation as simply 'Crypto Wars 2.0,' arguing that an economic engine driven by personal data, surveillance technology, and AI/ML poses a fundamentally different threat than the government-dominated encryption landscape of the 90s. She stressed the need for a new approach, with NDSS research at the forefront of this response.

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(www.ndss-symposium.org)
AI Encryption

FindMy.py: An All-in-One Python Library for Querying Apple's FindMy Network

2024-12-21
FindMy.py: An All-in-One Python Library for Querying Apple's FindMy Network

FindMy.py is a Python library providing everything needed to query Apple's FindMy network. It unifies the fragmented Find My ecosystem, offering a cross-platform solution supporting various devices (AirTags, iDevices, etc.) and authentication methods (including SMS and Trusted Device 2FA). It features both async and sync APIs. Currently in Alpha, the API may change, but core functionality is stable.

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(github.com)
Development

Clay: A Robust UI Layout Library

2024-12-19

Clay is a lightweight UI layout library for building responsive and accessible user interfaces. Its clean and intuitive API allows developers to easily create complex layouts while maintaining code maintainability and readability. Clay prioritizes performance and accessibility, ensuring fast loading times and user-friendliness through streamlined code and a well-architected design. Whether building simple page layouts or complex interactive applications, Clay empowers developers to build high-quality UIs efficiently.

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(www.nicbarker.com)
Development UI library responsive layout accessibility

Optimistic Computing: A Path Towards Better Software

2024-12-15

This essay explores the concept of "Optimistic Computing," not as blind optimism, but as a convergence of several powerful ideas: simplicity and ease of use ("boot to kill"), local-first principles, and user empowerment. The author argues that by limiting dependencies, simplifying workflows, creating a seamless "just works" experience, and giving users more control, we can build more reliable, secure, and long-lasting software. This philosophy applies to both individual users and enterprise software development, ultimately aiming for a digital world that respects user privacy and data ownership.

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(www.deobald.ca)
Development optimistic computing local-first

Lessons Learned in Long-Term Software Development

2024-12-22
Lessons Learned in Long-Term Software Development

This article summarizes lessons learned in long-term software development, emphasizing the importance of keeping code simple, carefully choosing dependencies, thorough testing, and strong teamwork. Drawing on interactions with Mastodon users and experiences at the Dutch Electoral Board, the author highlights the significant risks of excessive dependencies, complex code, and frequent team turnover in long-term projects. He advises developers to periodically review dependencies, write extensive test cases, and meticulously document code philosophy and design decisions to address the challenges of long-term maintenance and technological change. The article also underscores the benefits of open source and the importance of simple code, cautioning developers against blindly chasing new technologies and opting instead for time-tested solutions.

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(berthub.eu)
Development dependency management code simplicity

Bloom Filters: The Secret to Making SQLite 10x Faster

2024-12-22

Researchers cleverly used Bloom filters to make SQLite analytical queries 10x faster. They discovered that SQLite's nested loop joins were inefficient, with much time spent on B-tree probes. By using a Bloom filter before the join operation to quickly filter out rows unlikely to match, and then performing B-tree probes only on potential matches, the number of probes was significantly reduced. Bloom filters have minimal memory overhead and were easy to integrate into SQLite's existing query engine, resulting in a significant performance boost. This improvement has been integrated into SQLite v3.38.0.

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(avi.im)
Development Bloom filters Database optimization

LLMs: Exploring Arithmetic Capabilities in the Pursuit of AGI

2024-12-24
LLMs: Exploring Arithmetic Capabilities in the Pursuit of AGI

This article explores why large language models (LLMs) are being used for calculation. While LLMs excel at natural language processing, researchers are attempting to make them perform mathematical operations, from simple addition to complex theorem proving. This isn't to replace calculators, but to explore the reasoning capabilities of LLMs and ultimately achieve artificial general intelligence (AGI). The article points out that humans have always tried to use new technology for computation, and testing the mathematical abilities of LLMs is a way to test their reasoning abilities. However, the process of LLMs performing calculations is drastically different from that of calculators; the former relies on vast knowledge bases and probabilistic models, while the latter is based on deterministic algorithms. Therefore, LLM calculation results are not always accurate and reliable, highlighting the trade-off between practicality and research.

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(vickiboykis.com)
AI Artificial General Intelligence Computational Ability

Spacer CLI Tool: Elegantly Separate Log Outputs

2024-12-23
Spacer CLI Tool: Elegantly Separate Log Outputs

Spacer is a simple CLI tool that inserts spacers when command output stops. If you're someone who habitually presses enter a few times in your log tail to distinguish between outputs from different requests, then Spacer is for you! By default, it inserts a spacer every 1 second, but you can customize the interval using the `--after` flag (floating-point numbers are supported). Note that Spacer only monitors STDOUT; if your command outputs primarily to STDERR, use `|&` instead of `|` to redirect STDERR to STDOUT.

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(github.com)
Development CLI tool log processing terminal

Rust-based SQLite Rewrite Achieves 100x Tail Latency Reduction

2024-12-16

Researchers from the University of Helsinki and Cambridge have rewritten SQLite in Rust, creating Limbo, a project leveraging asynchronous I/O and io_uring to drastically improve performance. By utilizing asynchronous I/O and storage disaggregation, Limbo achieves up to a 100x reduction in tail latency, particularly beneficial in multi-tenant serverless environments. The key improvement comes from replacing synchronous bytecode instructions with asynchronous counterparts, eliminating blocking and enhancing concurrency. While improvements are most pronounced at high percentiles, this makes Limbo ideal for applications demanding high reliability.

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(avi.im)
Development Asynchronous I/O

K8s Cleaner: Optimize Your Kubernetes Clusters

2024-12-18

K8s Cleaner is a Kubernetes cluster cleanup tool designed for administrators. It efficiently identifies and removes unused resources to boost cluster performance and reduce operational costs. Supporting all resource types, including CRDs, it offers pre-defined rules and customizable options (time-based, label-based, or custom Lua scripts). Notifications are sent via Slack, Email, and more, while a dry-run mode prevents accidental changes. K8s Cleaner streamlines Kubernetes resource management.

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(sveltos.projectsveltos.io)
Development Cluster Cleanup Resource Management

German Regulator Orders Sam Altman's Worldcoin to Delete Biometric Data

2024-12-22
German Regulator Orders Sam Altman's Worldcoin to Delete Biometric Data

Germany's Bavarian State Office for Data Protection Supervision (BayLDA) has ordered World, a biometric identification project co-founded by Sam Altman, to delete user data. The BayLDA found World's data collection practices violated the EU's General Data Protection Regulation (GDPR), citing significant data protection risks. World uses a device called an 'Orb' to scan irises and faces for identification. The company has appealed the decision, seeking clarification on whether its privacy-enhancing technologies meet the EU's definition of anonymization.

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(www.euronews.com)
Tech

LHC Unveils 23 Exotic Hadrons, Challenging Strong Interaction Theories

2024-12-20
LHC Unveils 23 Exotic Hadrons, Challenging Strong Interaction Theories

The Large Hadron Collider (LHC) has yielded a surprising discovery: 23 exotic hadrons, including pentaquarks and tetraquarks, whose structures defy explanation by current theories. This discovery, akin to a fascinating detective story, is driving theorists to develop new models, such as hadronic molecule models and compact tetraquark models. Future experiments at the High-Luminosity LHC, Belle II, and BESIII will provide more data, offering further clues to unraveling the mysteries of the strong interaction.

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(cerncourier.com)
Physics hadrons Large Hadron Collider strong interaction

Doomsday Predictions: Why People Always Feel the End is Nigh

2024-12-18
Doomsday Predictions: Why People Always Feel the End is Nigh

From Columbus's time onward, doomsday predictions have accompanied humanity. The author argues that people believe in them not for comfort, but because they seem logical. A 'Good Cup Bad Cup' theory is introduced: people pay more attention to bad things, and negative memories fade faster, leading to a perception that bad things are increasing and the world is deteriorating. Historical examples, from ancient Egyptian prophecies to the Millerite movement, support this: people always feel the present is worse than the past. The author calls for a rational perspective, urging readers to avoid biases and recognize positive changes.

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(www.experimental-history.com)
Misc doomsday prophecies cognitive biases historical analysis

Boston City Hall: A Controversial Architectural Masterpiece

2024-12-20
Boston City Hall: A Controversial Architectural Masterpiece

On its 50th anniversary, Boston City Hall, a concrete behemoth designed by Kallmann and McKinnell, prompts reflection on its complex history. Built in the 1960s to revitalize a struggling Boston, its bold modernist design, a stark departure from traditional city halls, initially polarized opinions. Today, it's hailed by the architectural world as one of the greatest buildings of the 20th century, yet public opinion remains divided. The architects envisioned it evoking profound reflections on human existence and history; however, its cold concrete exterior and labyrinthine interior fell short. This article recounts Boston City Hall's journey from design competition to completion and its impact on urban development, showcasing how a building can encapsulate a city's transformation.

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(www.bostonglobe.com)
Design Boston City Hall architectural design urban renewal

A Glimpse into OS/2's Built-in Virtualization

2024-12-17

This blog post explores the surprisingly advanced built-in virtualization capabilities of OS/2 2.1 from 1993. The author demonstrates OS/2's ability to load and execute disk images, much like modern hypervisors, by creating a simple VGA mode program and running it in DOSBox, QEMU, and OS/2's own virtual environment. OS/2 can even run images that aren't true bootable DOS floppies, using VMDISK to create an image file and running it in fullscreen or windowed mode within OS/2. This functionality, remarkable for 1993, is essentially a built-in QEMU, prompting the author to consider the further potential of OS/2's virtualization features.

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(www.uninformativ.de)
Misc virtualization

Anthropic Unveils Secrets to Building Effective AI Agents

2024-12-20
Anthropic Unveils Secrets to Building Effective AI Agents

Anthropic shares its insights on building effective AI agents, emphasizing the importance of simple, composable patterns over complex frameworks or libraries. The article distinguishes between workflows and agents, detailing various agent building patterns including prompt chaining, routing, parallelization, orchestrator-worker, and evaluator-optimizer. It stresses maintaining simplicity, transparency, and a well-designed agent-computer interface. Finally, the article highlights the practical value of AI agents with examples in customer support and coding agents.

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(www.anthropic.com)
AI AI agents workflows

Debunking the RAM Myth: Optimizing Memory Access

2024-12-19
Debunking the RAM Myth: Optimizing Memory Access

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

Revolutionary Keyboard: Markov Chain-Based Dynamic Layout

2024-12-19
Revolutionary Keyboard: Markov Chain-Based Dynamic Layout

Tired of static keyboard layouts? The MarkovKeyboard project revolutionizes typing! It uses a Markov chain algorithm to dynamically adjust the keyboard layout based on your typing habits, moving frequently used keys closer to the home row. This Emacs library updates the layout with each keypress. While currently supporting only letters, it dynamically adapts. You can use a pre-trained model or train your own data for a personalized layout.

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(github.com)
Development Markov chain dynamic keyboard

ByteDance's INFP: AI Brings Still Images to Life

2024-12-22
ByteDance's INFP: AI Brings Still Images to Life

ByteDance has unveiled INFP, a groundbreaking AI that transforms static images into lively characters capable of speaking, singing, and interacting with their environment. This technology uses advanced algorithms to seamlessly sync audio with realistic movements, facial expressions, and lip-syncing, breathing life into still images. Applications span art creation, storytelling, virtual interviews, and musical performances, opening exciting possibilities for AI creativity and human-computer interaction.

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(pdftranslate.ai)
AI image generation ByteDance

Offline Reinforcement Learning Boosts Multi-Step Reasoning in LLMs

2024-12-23
Offline Reinforcement Learning Boosts Multi-Step Reasoning in LLMs

Researchers introduce OREO, an offline reinforcement learning method designed to enhance the multi-step reasoning capabilities of large language models (LLMs). Building upon maximum entropy reinforcement learning, OREO jointly learns a policy model and value function by optimizing the soft Bellman equation. This addresses limitations of Direct Preference Optimization (DPO) in multi-step reasoning, specifically the need for extensive paired preference data and the challenge of effective credit assignment. Experiments demonstrate OREO's superiority over existing offline learning methods on benchmarks involving mathematical reasoning and embodied agent control.

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(arxiv.org)
AI Multi-step Reasoning

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

2024-12-18
Browser Extension 'refoorest' Accused of Fraudulent Tree-Planting Scheme

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

Ruby Conference Roundup: A Global Overview

2024-12-16

Ruby Video Talks is a website that aggregates information on Ruby developer conferences worldwide. From major events like RubyConf 2024 (70 talks) and Rails World 2024 (46 talks) to smaller regional meetups, the site provides a comprehensive calendar. It highlights key speakers like Matz and offers search functionality by date, location, and topic, making it easy to find relevant events. Upcoming conferences in 2025, such as Balkan Ruby and Friendly.rb, are also listed, promising even more opportunities for the Ruby community.

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(www.rubyvideo.dev)
Development Ruby Conferences Developer Events Programming Language

cURL and libcurl Drop Hyper Support

2024-12-22
cURL and libcurl Drop Hyper Support

After a four-year experiment, the cURL project has announced it's abandoning the use of the Rust-based Hyper library as an HTTP backend. Despite Hyper's memory safety advantages and support from Let's Encrypt, lack of user demand and developer involvement led to its termination. The cURL team cited the high cost of maintaining the Hyper code and a focus on improving and maintaining the existing codebase. While the experiment failed, cURL gained valuable experience and improved its HTTP handling capabilities.

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(daniel.haxx.se)
Development
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