Co-adapting Human Interfaces and Large Language Models

2024-12-23
Co-adapting Human Interfaces and Large Language Models

The rise of Large Language Models (LLMs) is changing how we access information. This article explores how the digital world is adapting to LLMs, blurring the lines between 'agent' and 'environment'. The author uses code autocomplete as an example, showing how humans adapt their behavior – for instance, using 'docstring-first programming' – to work better with LLMs. This leads to more heavily commented codebases, illustrating environmental adaptation to tools. To improve LLM efficiency, the article argues for 'agent-computer interfaces' that translate human interfaces into formats LLMs understand better. The future, the author suggests, lies in designing interfaces specifically for LLMs, rather than solely focusing on model improvements. This will ultimately alter human-computer interaction, fostering new applications and content.

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AI

2025 TV Market: Lower Prices, More Ads, and an OS War

2024-12-16
2025 TV Market: Lower Prices, More Ads, and an OS War

The 2025 TV market will see significant changes: Walmart's acquisition of Vizio transforms TVs into tools for giant retailers' ad businesses, potentially lowering prices but increasing ad volume. Competition between TV operating systems (OSes) will intensify, with companies like Roku facing acquisition risks. Consumer data becomes crucial, requiring users to balance privacy concerns with cost savings. While hardware innovation slows, price wars and OS competition may benefit consumers.

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WhatsApp: A Global Cultural Phenomenon

2024-12-14
WhatsApp: A Global Cultural Phenomenon

WhatsApp has transcended its origins as a simple messaging app to become a global cultural force. The article uses Nigerian actress Etinosa Idemudia as an example, showcasing how WhatsApp is used for film promotion, fan engagement, and personal branding. From matchmaking in Bangladesh to news dissemination in India and religious activities in Indonesia, WhatsApp is ubiquitous, connecting people across the globe and becoming an indispensable part of daily life, even used for education and medical appointments. WhatsApp's success lies not only in Meta's business strategy but also in the diverse functionalities and cultural significance its users have imbued it with, transforming it into a platform that connects the world and reshapes how people communicate and live.

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Minimizing Wifi Battery Drain in IoT Projects

2024-12-22
Minimizing Wifi Battery Drain in IoT Projects

In the early development of PetDrifts, an IoT device using an ESP32 C3, battery life was a major challenge, lasting only a day. The culprit was identified as high power consumption during HTTP POST requests every 15 minutes. To address this, the team explored two solutions: switching from TCP to UDP to reduce network overhead, and adopting MQTT for persistent connections and lower power usage. While improvements were observed, the battery life wasn't sufficient. Ultimately, they opted for a Bluetooth MCU to achieve significantly longer battery life.

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Development IoT Power Optimization

Former Twitter Founder Launches Mozi, a Social App Focused on Offline Connections

2024-12-12
Former Twitter Founder Launches Mozi, a Social App Focused on Offline Connections

Ev Williams, founder of Twitter and Medium, has launched a new social app called Mozi, aiming to redefine the essence of social interaction. Unlike content-focused social media, Mozi prioritizes helping users build and maintain relationships with people in their real lives. By integrating with users' contact lists, it shows when users and their acquaintances will be in the same location (city or event), facilitating offline meetings. Mozi emphasizes privacy, lacking public profiles and follower counts, aiming to be a private platform promoting genuine social connections.

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Geometry Clipmaps: Simple Terrain Rendering with Level of Detail

2024-12-12

This blog post details geometry clipmaps, a technique for rendering vast terrains in real-time. It leverages a mesh with varying tessellation density—finer near the camera, coarser further away—to achieve level of detail. The author meticulously explains implementation details, including mesh generation, rendering procedures, handling seams, and efficient heightmap storage. Mesh alignment is crucial, preventing shimmering artifacts. While complex, the technique shines for its simplicity, avoiding computationally expensive algorithms while maintaining high-quality terrain rendering.

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The Fall of Stereotype Threat: A Reckoning for Social Psychology

2024-12-19
The Fall of Stereotype Threat: A Reckoning for Social Psychology

This article revisits stereotype threat, a once-dominant theory in social psychology explaining how negative stereotypes impact the performance of marginalized groups. Author Michael Inzlicht recounts its rise and fall, detailing how groundbreaking initial research ultimately failed to replicate in large-scale studies. This led to a critical examination of the theory's validity and broader methodological issues within social psychology. Inzlicht candidly reflects on past questionable research practices, including data manipulation, and concludes that the stereotype threat effect is far weaker and less consistent than previously believed. The article calls for greater rigor and self-correction within the field.

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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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Best-of-N Jailbreaking: A Novel Attack on AI Systems

2024-12-15
Best-of-N Jailbreaking: A Novel Attack on AI Systems

Researchers have developed a new AI attack algorithm called Best-of-N (BoN) Jailbreaking. This black-box algorithm repeatedly modifies prompts—randomly shuffling or capitalizing text, for example—until it elicits a harmful response from the AI system. BoN achieved impressively high attack success rates (ASRs) on closed-source language models like GPT-4o (89%) and Claude 3.5 Sonnet (78%), effectively circumventing existing defenses. Furthermore, BoN seamlessly extends to vision and audio language models, highlighting the vulnerability of even advanced AI systems to seemingly innocuous input variations. This research underscores significant security concerns in the field of AI.

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New Underwater Footage Raises Sabotage Suspicions Against Yi Peng 3

2024-12-19
New Underwater Footage Raises Sabotage Suspicions Against Yi Peng 3

New underwater footage obtained by TV2 reveals drag marks on the seabed near Læsø, Denmark, coinciding with the unusual maneuvers of the Chinese vessel Yi Peng 3 ten days before the Baltic Sea cable breaks. The footage shows a distinct mark aligning with the Yi Peng 3's path on November 7th, when the ship inexplicably slowed down significantly while passing over the cables. Experts are questioning this unusual behavior for a commercial vessel, citing suspicions of sabotage against three Danish-Swedish underwater cables. The ongoing investigation involves Danish, Swedish, and German naval vessels monitoring the Yi Peng 3, which remains anchored in the Kattegat. Authorities remain tight-lipped, prompting independent investigations by TV2 and its partners.

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USDA Strengthens Food Safety Measures After Deadly Listeria Outbreaks

2024-12-18
USDA Strengthens Food Safety Measures After Deadly Listeria Outbreaks

Following two deadly Listeria monocytogenes outbreaks linked to Boar's Head deli meats and Yu Shang ready-to-eat meat and poultry products, resulting in dozens of illnesses and multiple deaths, the USDA's Food Safety and Inspection Service (FSIS) has finally acted. Despite prior knowledge of deficiencies at the Boar's Head facility, FSIS failed to intervene until after the outbreak. The agency announced stronger measures, including expanded testing, improved inspector training, and enhanced facility oversight, to prevent future incidents. This highlights vulnerabilities in food safety regulation and the critical need for prompt and effective intervention.

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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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CRT Simulation in a GPU Shader Outperforms BFI

2024-12-25
CRT Simulation in a GPU Shader Outperforms BFI

Blur Busters has unveiled a groundbreaking CRT simulation algorithm for GPU shaders, offering superior motion blur reduction compared to Black Frame Insertion (BFI). Combining Mark Rejhon's CRT beam simulator with Timothy Lotte's variable-MPRT BFI algorithm, it delivers smoother visuals, especially on high refresh rate displays, even for legacy 60Hz content. The algorithm, available on Shadertoy and GitHub, boasts less flicker than BFI and is set to be integrated into RetroArch.

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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)

Link Rot Investigation: Personal Blogs Face High Risk

2024-12-24
Link Rot Investigation: Personal Blogs Face High Risk

Blogger Wouter Groeneveld conducted a link rot investigation on his blog, Brain Baking. He checked 3179 external links across 453 posts, discovering approximately 7% were broken, with 404 and 403 errors being the most prevalent. Broken links stemmed primarily from personal blogs, followed by corporate sites and other resources. The findings highlight the lower stability of links on personal websites and a high link rot rate in academic papers. The blogger recommends website builders use permalinks, linkers carefully choose their targets, and consider local storage for external resources.

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Misc link rot

Visualizing 6D Mesh Parallelism in Deep Learning Training

2024-12-19
Visualizing 6D Mesh Parallelism in Deep Learning Training

This article delves into the complexities of 6D mesh parallelism in deep learning model training. Using a series of visualizations, the author meticulously explains the communication mechanisms of various parallel strategies—data parallelism, fully sharded data parallelism, tensor parallelism, context parallelism, expert parallelism, and pipeline parallelism—during the model's forward and backward passes. The author uses a simple attention layer model to illustrate the implementation details of each parallel approach, highlighting their interactions and potential challenges, such as the conflict between pipeline parallelism and fully sharded data parallelism. The article concludes by discussing mesh ordering, combining different parallel strategies, and practical considerations.

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S2: Revolutionizing Stream Data Storage in the Cloud

2024-12-21

Bandar Systems introduces S2, a novel stream data storage service designed to revolutionize data processing in the cloud era. Unlike traditional object-based storage, S2 centers around streams, offering efficient, scalable, and cost-effective real-time data ingestion and processing. It supports high-throughput, low-latency read and write operations and provides multiple storage classes to meet varying performance and cost requirements. S2 aims to replace systems like Kafka and Kinesis, providing users with a more powerful and flexible stream data management solution.

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(s2.dev)

Zaymo, YC-backed Startup, Seeks Founding Engineer

2024-12-17
Zaymo, YC-backed Startup, Seeks Founding Engineer

Zaymo, a Y Combinator-backed e-commerce email marketing startup, is hiring a Founding Engineer. Zaymo transforms e-commerce emails into shoppable landing pages, allowing purchases without leaving the inbox. The company is experiencing hyper-growth and seeks an experienced full-stack engineer to help build the future of email marketing. The ideal candidate has 2+ years of startup engineering experience, proficiency in TypeScript, Remix, and AWS, and a positive, fast-moving, collaborative attitude. Zaymo offers competitive salary, equity, and relocation assistance.

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Startup Engineer

Web Origami: A New Programming Language for Simplified Website Building

2024-12-13

Web Origami is a new programming language designed to simplify the creation of small- to medium-sized websites. Using a concise syntax that complements HTML and CSS, users can describe website structure using formulas similar to spreadsheets, transforming data and files into HTML and other website resources through simple programs. Even without JavaScript knowledge, features like full-text search and RSS feeds can be created. Origami provides a command-line interface, built-in functions, and an async-tree library, with support for JavaScript extensions. Its core concept is to abstract website building as data transformation, making site creation and deployment efficient, low-cost, and easy to understand.

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Clinical Trials Bottleneck: Culture, Regulation, and Innovation Stalled

2024-12-20
Clinical Trials Bottleneck: Culture, Regulation, and Innovation Stalled

This blog post explores the high costs and inefficiencies of clinical trials. The authors argue the root problem lies in industry culture—an overemphasis on safety that neglects the risks of inaction. This leads to regulatory overreach, such as restrictions on patient compensation and slow adoption of innovative methods (like risk-based monitoring). The post calls for a cultural shift, increased transparency, and policy adjustments to incentivize innovation, ultimately speeding up drug development.

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uBlock Origin: A Highly Efficient Ad Blocker

2024-12-23
uBlock Origin: A Highly Efficient Ad Blocker

uBlock Origin (uBO) is a highly efficient and lightweight content blocker for Chromium and Firefox browsers. It blocks ads, trackers, coin miners, and malware by default using multiple filter lists like EasyList and EasyPrivacy. Users can customize blocking rules and choose between a simple or advanced interface. Crucially, uBO emphasizes that using an ad blocker is not theft, but a means of protecting user privacy. The project is open-source and relies on community-maintained filter lists.

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Development ad blocker

Popeye, Tintin, and Literary Classics Enter the Public Domain

2024-12-16
Popeye, Tintin, and Literary Classics Enter the Public Domain

In 2025, iconic comic characters Popeye and Tintin, along with numerous novels by literary giants like Faulkner and Hemingway, will enter the US public domain. This means these works can be freely used and adapted without permission or payment to copyright holders. The list includes Faulkner's 'The Sound and the Fury' and Hemingway's 'A Farewell to Arms,' among others whose copyrights expired after 95 years. Early Mickey Mouse cartoons also join the public domain, including those where Mickey speaks for the first time. This expansion of public domain works offers creators a wealth of material and invigorates cultural preservation.

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The 1955 Le Mans Disaster: A Day of Speed and Death

2024-12-14
The 1955 Le Mans Disaster: A Day of Speed and Death

The 1955 24 Hours of Le Mans ended in tragedy when a Mercedes-Benz 300 SLR, driven by Pierre Levegh, crashed into the spectators after colliding with a slower car. Mike Hawthorn's reckless pit maneuver triggered the chain of events, leading to over 80 deaths and numerous injuries. The disaster, a shocking display of the sport's inadequate safety standards, prompted sweeping changes in motorsport safety regulations and marked a turning point in the history of racing.

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Saturn's Rings: Older Than We Thought?

2024-12-19
Saturn's Rings: Older Than We Thought?

A new study challenges the long-held belief that Saturn's rings are relatively young. Previous research, based on data from the Cassini spacecraft, suggested an age of only a few hundred million years. However, a team led by planetary scientist Ryuki Hyodo used computer simulations to show that micrometeoroid impacts on the rings produce far less contamination than previously thought. This implies the rings could be billions of years old, as old as Saturn itself, predating even the dinosaurs. This finding significantly alters our understanding of early solar system evolution and points towards future missions for more detailed investigation.

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Bogotá's Ciclovía: A 50-Year Legacy of Open Streets

2024-12-22
Bogotá's Ciclovía: A 50-Year Legacy of Open Streets

Bogotá's Ciclovía, a weekly program closing 75 miles of streets to cars for seven hours, celebrated its 50th anniversary. Born from a 1974 protest against traffic and pollution, Ciclovía has become a beloved tradition, drawing over 1.5 million people each Sunday. Its success has inspired over 400 cities worldwide to adopt similar programs. Ciclovía is more than just a recreational event; it's a testament to community building, improved public health, and a unique solution to urban challenges. The program's longevity and impact highlight its surprising power to foster social cohesion, promote equality, and even resolve political conflicts, demonstrating the potential for transformative urban interventions.

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Otto-m8: A No-Code Visual Platform for AI Workflows

2024-12-23
Otto-m8: A No-Code Visual Platform for AI Workflows

Otto-m8 is a flowchart-based automation platform that allows users to interconnect LLMs and Hugging Face models via a simple visual interface and deploy them as REST APIs. It abstracts the complex process of running AI models into an Input, Process, Output paradigm, enabling users to build various AI workflows, such as chatbots or custom APIs, with minimal to no code. Currently in its MVP stage, Otto-m8's source code is publicly available.

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Muscle Atrophy as We Climb the Kardashev Scale

2024-12-16

As humanity ascends the Kardashev Scale, a paradox emerges: increased energy access correlates with decreased physical labor. The author outlines three biomechanical stages: pre-industrial, where physical exertion was essential; industrial-modern, where machines reduced manual labor; and post-biological, where humans might remotely control robots via brain-computer interfaces, rendering physical bodies obsolete. This raises questions about the future of humanity's physical form and the complex relationship between technological advancement and human evolution.

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GGML Training Advancement: A MNIST VAE Training Example

2024-12-22
GGML Training Advancement: A MNIST VAE Training Example

GitHub user bssrdf shared an example of training a MNIST VAE using the GGML library. This example aims to use only the GGML pipeline and its ADAM optimizer implementation, filling a gap in available GGML training examples. Modifications were made to the ADAM and LBFGS optimizers for GPU backend compatibility, and several missing operators and optimizer hooks were added for testing and sampling. The results after 10 epochs were satisfactory.

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AI

Zipshare: Effortless Android Screen Sharing for Support

2024-12-18

Zipshare offers seamless Android screen sharing, perfect for internal help desks supporting retail staff or field employees. No signup or meeting IDs are needed for the screen sharer – just instant sharing, with the option to add your own voice or video chat. Created by Miso Software, Zipshare is a simple yet powerful tool for team collaboration.

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