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When using Cursor, the AI coding IDE, it's useful to use `.cursorrules` to guide the AI, providing it with relevant code context. Composer is best used for simple changes and Chat for more complex tasks. At the same time, developers should be hyperaware of the limitations of AI in bug fixing and ensure their coding skills do not deteriorate over time.
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Join a 25-minute group demo of Sentry [15], covering agentless setup and all the important features:
Docs is an open-source collaborative document editor built with Django and React. It focuses on simple, real-time collaborative editing with features like offline support, granular access control, and various document export formats. It's a joint effort by the French and German governments.
CodeVideo Studio is a way to make educational coding videos quickly. It allows software educators to write a course once and export it to various formats like video, blog posts, presentations, and code.
RubyLLM is a Ruby gem that makes working with AI models easy using a unified API and consistent format. It supports features like chatting, image/audio/document analysis, image generation, embeddings, and custom tools. The gem also offers Rails integration for persisting chats and messages, streaming responses, and easy configuration through API keys.
Current limitations for running LLMs locally on mobile devices include large model sizes, the need for specific model formats and inference frameworks, and performance trade-offs between speed and quality, leading to device heating and battery drain. Frameworks like MLC try to simplify the process by compiling and optimizing models for specific devices. While on-device AI is probably a big part of the future, it's a gimmick in its current state.
The JavaScript package ecosystem faces security threats despite efforts to establish provenance by tracking package origins. "Reproduce" is a new open-source tool that independently verifies if an npm package can be rebuilt from its declared source. This tool fetches source metadata, clones the repository, runs build steps, and compares the resulting artifact with the published package to ensure reproducibility. Testing against the top 5,000 "high impact" npm packages, Reproduce found that only 5.78% of packages were reproducible.
While efforts like the Internet Archive are necessary for preserving history, the publicly available weights of large language models offer a valuable, albeit lossy, compressed snapshot of the Internet that should be actively maintained and preserved as well.
Digital interfaces have become overly simplified and focused on text and visual input, neglecting the potential for richer, multi-sensory interactions that better align with how humans naturally engage with the world.
Despite the successes of the Open Source and Free Software movements in creating valuable resources, they haven't achieved widespread adoption or shifted power away from tech giants because they primarily cater to "hackers" and fail to address the actual needs and realities of the broader public.
Aiopandas is a Python library that adds async functionality for operations like `map`, `apply`, and `transform` in Pandas.
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Random emails and quarterly all-hands aren't enough to create an engaged and informed workforce. To discover a better way, join Firstup for an interactive demo [4].
Apple is planning to bring live translation to AirPods in iOS 19. The feature will allow users to hear a translated version of speech through their AirPods - their iPhones will play a translation from its speakers if the user responds. In addition to the feature, Apple plans to overhaul the design of iOS, iPadOS, and macOS this year. It will delay the release of its AI-upgraded Siri as it is taking longer than expected to deliver.
Most of Nvidia's most recent GPU architectures have been named after famous women scientists. Its next critical AI chip platform will be named after Vera Rubin, an American astronomer. Rubin discovered a lot of what is known about dark matter. Nvidia has been naming its architectures after scientists since 1998. It has never explained its naming convention and hasn't emphasized the diversity aspect of its choices, but its names are one of the most visible efforts in the tech industry to honor diversity.
Bryan Johnson, the investor and founder behind the Don't Die movement, wants to start testing as much food as possible to hold brands accountable for unsafe food practices. One of the measures Johnson takes to extend his life is to eat healthy, but he says that eating healthy is not as easy as you'd think as it is hard to buy clean food. Most foods could contain toxins from various processing methods. Johnson plans to create a public database where people can donate money to have certain foods and brands tested for toxins.
The fat-tailed dwarf lemur, a hamster-sized primate from Madagascar, is the closest genetic relative to humans known to hibernate. They tend to live longer than expected given their size. New research shows that these small primates can reverse cellular aging. Telomeres in hibernating lemurs grow longer - the lengthening may serve as a protective mechanism against cell damage. Other mammals, including humans, have also exhibited telomere lengthening in response to extreme metabolic states. Understanding the mechanisms behind this phenomenon could pave the way for the development of novel treatments to slow or prevent age-related diseases.
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HTTP/3 has been in development since at least 2016. While almost a third of web traffic has been migrated to it already, neither HTTP/3 nor QUIC (the protocol beneath it) are included in the standard libraries of any major languages. There are a rare few external libraries for some languages, but all are experimental and/or independent of other core networking APIs. Rollout of HTTP/3 has barely started rolling out to any popular open source tools. Underlying organizational differences are causing a split in technologies on the Internet. The technology is great, but it's a challenge if those benefits are not evenly distributed and only accessible to a small set of organizations and their customers.
People new to tech should take career advice from people who have been in the industry for more than a decade with enormous skepticism. The options available to people with established careers are dramatically different from what newcomers experience. These differences are so huge that newcomers and experienced workers might as well be in totally different industries. The tech industry of 15 or 20 years ago was very different from today.
Google Gemini 2.0 Flash Thinking model can now access users' search histories to provide more personalized information. It can only read search history for now, but Google plans to integrate the ability to connect with other Google apps and services. Gemini's access to search history is currently opt-in. Google says that search history will only be used when its reasoning model decides that it's helpful. The feature is now available to Gemini and Gemini Advanced subscribers on the web - it will be rolling out on mobile soon.
Meta is releasing its version of Community Notes for its apps for users in the US on March 18. The program will copy a crowdsourced fact-checking system Twitter unveiled in 2021. Meta says it will focus on getting the feature right in the US before it rolls out to other countries. It may be hesitant to roll out the feature in the EU, where the European Commission is currently investigating X over the effectiveness of its version of Community Notes.
People choose programming languages for projects based on a variety of reasons - there's no reason to be a jerk if you disagree with someone's language choice.
ByteDance reportedly favors Oracle over other cloud providers as a potential partner as it has been using Oracle's servers to store US user data since 2022.
A public intelligence would make AI a global commons owned by everyone.
Google will soon allow users to run a full Linux environment that is officially supported and optimized directly on Android to give users more flexibility, deeper system control, and access to a more desktop-like Linux experience on mobile.
This post looks at how to define a good user experience as quickly as possible for startups that don't have the time or budget for a design team.
Chinese institutions are adopting DeepSeek not only to improve their services, but also to signal their support for the government's goals.
OpenAI is lobbying the Trump administration for minimal AI regulation, emphasizing the need for rapid innovation while raising concerns about AI competition from China. The company aims to shape the upcoming AI Action Plan drafted by the government.
Anthropic has introduced token-efficient improvements to its API, including cache-aware rate limits and enhanced prompt caching for Claude 3.7 Sonnet, reducing token usage by up to 90%.
Google's Gemini now offers personalization through its experimental Gemini 2.0 Flash Thinking model. It integrates with your Google apps, starting with Search, to tailor responses based on your past searches. Future expansions will include personalization with Photos and YouTube, enhancing AI assistance by understanding user preferences.
Cohere has trained and released an open weights model with 111B parameters. It excels in agentic, multilingual, and coding use cases. It has also been specifically tailored to enterprise tasks such as retrieval.
AnyMoLe generates motion in-between frames for arbitrary characters using video diffusion models, eliminating the need for character-specific datasets.
MMRL enhances few-shot adaptation of vision-language models by introducing a shared representation space that improves multi-modal interactions while maintaining generalization.
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AI is only as powerful as the processes behind it. Without the right orchestration, AI initiatives can struggle to deliver real business value.
A new state-of-the-art audio understanding model built on Qwen with almost entirely synthetic data.
Agent S is a powerful and open computer use system. It achieved state-of-the-art performance on browsers, system, and even mobile tasks.
REF-VLM unifies visual decoding tasks in multimodal LLMs using a structured triplet-based representation.
Game Art Forge has introduced AI-generated templates to streamline game asset creation, enhancing speed, scalability, and creative control for developers. It allows customization while maintaining consistency and supports both indie developers and larger teams. By combining AI efficiency with human creativity, it ensures high-quality, adaptable workflows for game development.
The Open Sora effort, which has been underway since the original launch of the model, has trained a competitive model for less than $200k. It has released all of the code and weights for reproducing the results. The motions are quite compelling, although not completely state-of-the-art.
Nous Research has launched an Inference API, making its personalized, unrestricted language models accessible to developers and researchers. The API supports two models, Hermes 3 Llama 70B and DeepHermes-3 8B Preview, while a waitlist system manages demand and adds exclusivity. This launch marks Nous Research's transition from open-source releases to commercial offerings. The company is aiming to create a sustainable business model without compromising its core principles.
OpenAI's policy proposal urges the U.S. to ban Chinese AI lab DeepSeek's models, citing security risks due to alleged PRC control.
Google DeepMind's Gemini Robotics are a set of AI models that allow robots to interact with objects and environments.
Snapchat Platinum subscribers can now access AI-generated video lenses featuring animated foxes, raccoons, and flowers.
The Trump family has engaged in talks to acquire a stake in Binance.US through World Liberty Financial, according to the Wall Street Journal. BNB climbed 5% to over $600 on the news, though Binance founder CZ denied the claims amid reports of seeking a pardon for financial crimes. Binance is aiming to reclaim its US foothold with restored USD fiat services and a $2B investment from Abu Dhabi-based firm MGX.
MoonPay has acquired Iron, an API-driven stablecoin infrastructure startup, to strengthen its enterprise payment solutions. This move improves MoonPay's ability to offer businesses instant, low-cost stablecoin transactions, tapping into the booming stablecoin market. With a 112% net revenue increase this year, MoonPay is positioning itself as a key competitor to Stripe in the growing stablecoin payments landscape and is accelerating industry-wide adoption.