ScyllaDB Shifts to Single Enterprise Edition, Offers Free Tier

2024-12-25
ScyllaDB Shifts to Single Enterprise Edition, Offers Free Tier

ScyllaDB announced a strategic shift to focus on a single release stream: ScyllaDB Enterprise, ending its AGPL-licensed open-source offering. A free tier of ScyllaDB Enterprise will be available to the community, including all performance, efficiency, and security features previously reserved for the Enterprise edition. The free tier is limited to 50 vCPUs and 10TB of total storage. This simplifies the product line while providing a powerful free option for users.

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Development

Goodfire Releases Interpretability Tools for Llama 3.3 70B

2024-12-23

Goodfire has trained sparse autoencoders (SAEs) on Llama 3.3 70B and released the interpreted model via an API. This allows exploration of the model's latent space through an interactive feature map. The team demonstrates feature steering capabilities and introduces improvements for easier and more reliable SAE-based steering. While showcasing progress in steering, limitations are acknowledged, including tension between feature steering and classification, and potential factual recall degradation at higher steering strengths. Future work includes refining steering methodologies and developing safety evaluations for responsible scaling of interpretability efforts.

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AI Boxing Judge: A Technological Revolution in the Ring?

2024-12-22
AI Boxing Judge: A Technological Revolution in the Ring?

An AI judge will make its debut at the heavyweight rematch between Oleksandr Usyk and Tyson Fury. While not impacting the official result, this experiment represents boxing's foray into artificial intelligence. Some view it as progress, others worry it threatens the sport's traditions. The AI will score each round, providing objective data, but concerns remain about its impartiality and vulnerability to manipulation, raising questions about control and potential match-fixing. The experiment will ultimately showcase AI's potential in boxing and its impact on the sport's future.

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AI boxing

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)

‘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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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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Chilean Volcano Eruption Reveals Millennia-Old Underwater Landscape

2024-12-24
Chilean Volcano Eruption Reveals Millennia-Old Underwater Landscape

Following the 2008 eruption of the Chaitén volcano in Chile, scientists used a remotely operated vehicle to discover an underwater valley sculpted by ancient glaciers and volcanic activity. The expedition investigated the volcano's impact on the marine environment, including potential effects on underwater infrastructure and fisheries. Unexpectedly, they found a remarkably preserved ancient glacial landscape, offering invaluable insights into the region's geological history. Analysis of sediment samples will help reconstruct a timeline of geological events and further understand the eruption's impact on the marine ecosystem.

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Go Iterators: Efficiently Handling Paginated APIs

2024-12-21

This article demonstrates how to efficiently handle paginated APIs using the iterator feature introduced in Go 1.23. Using the GitHub API as an example, the author shows how to write a custom iterator to abstract pagination logic, making the code more readable and reusable. The article focuses on the implementation and testing of the iterator, including mocking API calls and using pull iterators to ensure the iterator returns the expected results. Iterators allow developers to separate pagination logic from business logic, improving code maintainability and readability.

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Philosophical Dead Ends in Evolutionary Theory

2024-12-15
Philosophical Dead Ends in Evolutionary Theory

This review examines Richard Dawkins's "The Genetic Book of the Dead" and Sara Imari Walker's "Life as No One Knows It." Dawkins continues his "selfish gene" theory, arguing that genes are the central driving force of evolution. However, the review points out that this view is outdated and fails to adequately consider factors such as development, epigenetics, and niche construction. Walker's book attempts to explain the origin of life from the perspective of assembly theory, but the review argues that it is overly simplistic and fails to fully clarify the essence of life. The article concludes that popular science books often tend towards simplistic narratives, ignoring the complexity and diversity of the field of biology.

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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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Physicists Measure Quantum Geometry for the First Time

2024-12-24
Physicists Measure Quantum Geometry for the First Time

MIT physicists have, for the first time, measured the quantum geometry of electrons in solids. Using angle-resolved photoemission spectroscopy (ARPES), they overcame a long-standing challenge of directly measuring the geometry of quantum wave functions. This breakthrough opens new avenues for understanding and manipulating the quantum properties of materials, with potential applications in quantum computing and advanced electronics. The team's success involved international collaborations and innovative experimental design, navigating challenges posed by the COVID-19 pandemic.

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Engineer Builds Camera That Ignores Perspective, Sees Through Walls

2024-12-25
Engineer Builds Camera That Ignores Perspective, Sees Through Walls

Shane Wighton, the creator of the YouTube channel Stuff Made Here, has engineered an incredible camera that defies perspective and can even see through walls. Instead of a traditional lens, this camera uses a sophisticated mechanical system to scan a scene one pixel at a time, building a complete image. By utilizing a spinning gantry and a precisely controlled mirror, the camera moves in 3D space, capturing multiple views to reconstruct the final image. This allows it to create images without perspective, achieve reverse perspective, and even see around objects, showcasing an astonishing feat of engineering and imaging technology.

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The Academic Great Gatsby Curve: How Much of Academic Success Is Inherited?

2024-12-21
The Academic Great Gatsby Curve: How Much of Academic Success Is Inherited?

A new study reveals that academic success mirrors the inheritance of wealth and social status. Analyzing data from over 245,000 mentor-mentee pairs, researchers found that the more unequal the citation distribution within a discipline, the more likely a mentee's citation ranking reflects their mentor's. This suggests academic success is shaped by structural forces similar to those governing social mobility, where the advantage of a top mentor creates a self-reinforcing cycle of success. While acknowledging the benefits of top mentorship, the study cautions against relying solely on citation metrics, advocating for greater academic equity and equal opportunity.

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Botan: A Modern C++ Cryptography Toolkit

2024-12-19
Botan: A Modern C++ Cryptography Toolkit

Botan is a powerful, open-source C++ cryptography library released under the permissive Simplified BSD license. It aims to be the best option for cryptography in C++, offering tools for implementing various systems like TLS, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post-quantum crypto schemes. A Python binding is included, with other language bindings available. A feature-rich command-line interface is also provided. Botan 3.6.1 is the latest release and is available through many distributions including Fedora, Debian, Arch, and Homebrew.

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Development Cryptography

60 Minutes Investigates: Former NSA Employee Returns to Menwith Hill

2024-12-24

Former National Security Agency (NSA) employee Margaret Newsham returned to the Menwith Hill listening station in the UK at the invitation of the 60 Minutes crew. Years later, she was astonished by the base's expansion and, along with the film crew, risked arrest to get close to the facility for filming and interviews. Newsham recounted her experiences working at the base and shared her observations, in a thrilling adventure that revealed the massive scale and influence of this secretive listening station.

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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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Walmart Pilots Body Cameras for Employee Safety

2024-12-20
Walmart Pilots Body Cameras for Employee Safety

Walmart is testing body cameras for its employees in select stores to deter conflict and theft. While the company won't disclose specifics, photos have emerged showing employees wearing the cameras and charging stations in stores. The initiative, currently a pilot program in one market, prioritizes employee safety over loss prevention. This follows a trend among retailers to enhance security, with companies like TJX and Greggs also adopting similar measures. The move comes after over 200 violent incidents at Walmart stores in 2023, according to a worker rights group.

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RTO Mandates Lead to Tech Talent Exodus, Study Finds

2024-12-17
RTO Mandates Lead to Tech Talent Exodus, Study Finds

A study tracking over 3 million employees at 54 S&P 500 high-tech and financial firms reveals that return-to-office (RTO) mandates are causing companies to lose top talent and struggle to find replacements. The research found a 14 percent average increase in employee turnover after RTO policies were implemented, with senior and skilled employees more likely to leave. Women experienced nearly three times the attrition rate of men. Furthermore, RTO mandates prolonged hiring times and increased costs. Companies' attempts to enforce RTO policies through surveillance tactics, such as VPN tracking and badge swipe monitoring, fueled employee resentment and furthered the exodus. The study suggests that RTO mandates reflect a culture of distrust and ineffective management, leading to decreased employee engagement.

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Argentine Rodents Thrive in Dubai Oasis

2024-12-19
Argentine Rodents Thrive in Dubai Oasis

A surprising new population of Patagonian mara, rabbit-like rodents from Argentina, has established itself in the Al Qudra Lakes oasis outside Dubai. These long-legged, large-eared animals now roam the desert landscape, typically home to gazelles. Their arrival remains a mystery, possibly stemming from escaped pets of the wealthy. Despite the harsh desert climate, the oasis provides a suitable habitat, and the lack of natural predators has allowed the mara to flourish and reproduce for several years. The thriving population suggests successful adaptation and breeding in their unexpected environment.

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We Built the Saturn V: The Untold Story of the Moon Rocket

2024-12-18
We Built the Saturn V: The Untold Story of the Moon Rocket

This article recounts the development of the Saturn V rocket, the mighty booster that propelled humans to the moon. From President Kennedy's ambitious goal to land a man on the moon, a dedicated team overcame numerous challenges, including the inherent dangers of rocket fuel, the creation of incredibly powerful engines, and the precise assembly of components from across the country. Through firsthand accounts from engineers and technicians, the article vividly portrays the immense effort and dedication behind this incredible achievement, highlighting the human cost and unwavering pursuit of technological advancement.

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Apple's Power Mac 4400: A Failed Attempt at a Budget Mac

2024-12-20
Apple's Power Mac 4400: A Failed Attempt at a Budget Mac

Released in 1996, Apple's Power Mac 4400 aimed for the small business market with a low price point. However, this machine became infamous for its cheap PC-style case, poor build quality, and frequent crashes. Inside, cost-cutting measures resulted in a "Tanzania" motherboard shared with Mac clones, leading to poor performance, compatibility issues (it couldn't even boot System 7.5.5), and a generally disappointing user experience. Discontinued in 1998 after the Power Mac G3's release, the 4400 is considered one of Apple's biggest failures, often described as a Mac version of a Gateway 2000.

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Converge Hiring Senior Full-Stack Engineer: Build a Million-Dollar Marketing Measurement Platform

2024-12-16
Converge Hiring Senior Full-Stack Engineer: Build a Million-Dollar Marketing Measurement Platform

Converge, a Y Combinator-backed company with over $1M in ARR, is hiring a senior full-stack engineer. The small team (only 4 people) serves 180+ customers, processing billions of dollars in annual sales and billions of events per month. You'll build a unified marketing measurement stack, including customer data collection, identity resolution, and marketing attribution, with direct customer interaction and significant ownership. The company values action-orientedness, continuous learning, positive attitudes, and simplicity. Requires extensive full-stack experience, proficiency in React and backend development, and knowledge of production software deployment and scaling.

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Rivet: Run and Scale Realtime Applications with Actors

2024-12-21
Rivet: Run and Scale Realtime Applications with Actors

Rivet is a platform for building and scaling real-time applications using the Actor model. It features built-in RPC, state, and events, simplifying modern application development. Rivet boasts automatic scaling, edge network deployment, and includes built-in monitoring and data localization capabilities. Powered by Rust, FoundationDB, V8 isolates, and the Deno runtime, it ensures performance and efficiency. Rivet is suitable for collaborative applications, local-first apps, AI agents, game servers, and more.

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KeyPub.sh: A Privacy-Focused SSH Key Verification Service

2024-12-23

KeyPub.sh is a free, publicly available service requiring no installation or configuration. It leverages your existing SSH public key as your identity, linking it to your email address for simplified authentication. Users register and manage their SSH keys via a simple email verification process, controlling the visibility of their email address. This provides a lightweight, privacy-respecting alternative to OAuth for CLI applications, eliminating the need for developers to build user verification systems while empowering users with control over their privacy.

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Development SSH key authentication

Improving F# Error Handling: Introducing FaultReport

2024-12-22

This article critiques the shortcomings of F#'s Result type in error handling, highlighting inconsistencies in error types and the problems stemming from using strings as error types. The author proposes FaultReport as an alternative, using an IFault interface to standardize error types and a Report<'Pass', 'Fail> type to represent operation outcomes, where 'Fail must implement IFault. This ensures consistent and type-safe error handling, avoiding the inconveniences of string-based errors. FaultReport further provides Report.generalize for upcasting and a FailAs active pattern for downcasting, facilitating handling of diverse error types. While replacing FSharp.Core's Result is a significant undertaking, the author argues that FaultReport's design offers a valuable improvement to F#'s error handling.

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Development

8-Day Western Ghats Road Trip in Karnataka from Bangalore

2024-12-20
8-Day Western Ghats Road Trip in Karnataka from Bangalore

This travelogue details Priyanka's captivating 8-day road trip from Bangalore, exploring Karnataka's Western Ghats. The itinerary covers Sakleshpur, Udupi, Nittur/Kollur, Jog Falls, Sringeri, Chikkamanagaluru, and Hassan, featuring numerous temples, waterfalls, beaches, and historical sites. The journey is vividly recounted through daily entries, showcasing scenic beauty, cultural immersion (including a Kola performance), and practical travel tips. It's a captivating blend of narrative and helpful information for potential travelers.

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Slow Deployments Breed Meetings: A Reverse Causality Argument

2024-12-22
Slow Deployments Breed Meetings: A Reverse Causality Argument

Programmers often complain about too many meetings hindering productivity. Kent Beck challenges this notion, suggesting that meetings are a consequence, not the cause, of slow deployments. Facebook's experience shows that increasing deployment frequency is key. When deployment speed lags behind code changes, organizations add meetings and reviews to mitigate risk, ultimately reducing efficiency. Instead of reducing meetings, focus on improving deployment capacity by shortening cycles or enhancing code quality. This essay offers a fresh perspective, exploring the counter-intuitive relationship between slow deployments and increased organizational overhead.

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Imgur Website JavaScript Disabled Prompt

2024-12-23
Imgur Website JavaScript Disabled Prompt

If you're visiting the Imgur website and see the message "If you're seeing this message, that means JavaScript has been disabled on your browser, please enable JS to make Imgur work," it means JavaScript is disabled in your browser. You need to enable JavaScript to view images and use Imgur's features properly.

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Misc

MacKenzie Scott Donates $2 Billion to Charity

2024-12-22
MacKenzie Scott Donates $2 Billion to Charity

MacKenzie Scott, ex-wife of Amazon founder Jeff Bezos, announced a $2,004,400,000 donation to 199 organizations. These organizations primarily focus on improving economic security and opportunity for vulnerable populations, including affordable housing, job stability, child development, higher education, healthcare, and financial counseling. A portion of the funds also supports human rights and natural resource conservation. Scott stated her desire to further economic mobility and unlock innovation and social benefit by investing in mission-aligned ventures.

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California's Math Education Reform Sparks 'Math Wars'

2024-12-19
California's Math Education Reform Sparks 'Math Wars'

The update of California's Mathematics Framework (CMF) ignited a fierce debate, dubbed the "math wars." Reformists advocated replacing traditional algebra with more engaging and inclusive data science courses to boost student interest and close achievement gaps. Traditionalists countered that data science courses lacked rigor and couldn't replace algebra, jeopardizing future STEM careers. The conflict spilled onto social media and into politics, resulting in significant controversy. Ultimately, the University of California reversed the data science substitution policy and formed a workgroup to establish better math standards, following pressure from experts and tech leaders. This "war" exposed weaknesses in US math education and spurred further reforms.

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