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Researchers found that adding a simple ‘be concise' instruction to chain-of-thought prompts can reduce the length of AI responses by 50% with minimal impact on accuracy, leading to a 20%+ cost savings on API calls.
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There are many business password managers, but one stands out for being simple to deploy, easy to use, and delivering proactive protection with minimal effort [4].
SpaceX's Starfactory started construction back in February. The upgrade gives Starbase an extra 100,000 square feet of factory floor to help SpaceX reach its ambitious goal of producing one Starship a day. SpaceX intends to start building Starship Version 2 at the new Starfactory. Starship Version 2 is said to hold more propellant, have improved reliability and a lower dry weight, and feature aerodynamic changes. There are currently over 1,800 full-time employees at Starbase.
Details about Siri's new functionalities as well as prompts that Apple used to test the software have been leaked. Many of the prompts used contain natural language, often detailing descriptions of what the user is trying to do along with arguably superfluous details. Several core apps, including Notes, Photos, Safari, and Mail, will be getting enhanced Siri features in iOS 18. This article looks at all of the enhanced Siri features coming in iOS 18 and other updates that can be expected in iOS 18 and macOS 15.
This article discusses different ways in which biology can be hacked without gene editing. For example, scientists have used drug combinations to create planarians with two heads or two tails. The two-headed worms produce two-headed offspring indefinitely, meaning that the scientists achieved a permanent change in the structure of the worm - without changing its genes. Studies like this open up the possibility of a perspective shift in how the body works.
Competition is amping up in the brain-computer interface (BCI) space as recent advances have the field buzzing with anticipation. Precision Neuroscience is one of the startups at the forefront of the field. It has placed its device on the brains of 14 human patients so far and is hoping to at least double that number by the end of this year. The company expected to have its first BCI on the market next year. This article takes a look at the BCI space, Precision's device, how it works, future designs, and more.
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This free technical ebook [10] covers best practices for migrating all sorts of workloads to Azure, monitoring PasS and serverless applications, and monitoring containerized applications with Datadog (including an explanation of how Azure Kubernetes Service works). Get
This project, a nanoGPT pipeline packed in a spreadsheet, was created to help further understanding of how GPT works. All of the mechanisms, calculations, and matrices included are fully interactive and configurable, designed to help readers visualize the entire structure and data flow. Resources for further learning are available.
This blog post contains advice on building a browser engine that's competitive with Chromium. Focusing on the right set of imparted and hard use cases will help a lot in the beginning. Some of these constraining use causes include site isolation, content main thread sanctity, fast JS-DOM calls, page load performance, and typing latency. The post also contains ideas on how browsers can be improved in general. For example, they could restore state after a browser reset.
Just because AI gets things wrong sometimes doesn't mean it's useless. AI models are extremely good at telling you what a good answer to a question would probably look like. Generative AI is a general-purpose technology, but developers are boxing it into single-purpose tools and experiences. One of the reasons people are so excited about large language models is that they could move through all of the levels of software and hardware abstraction to the top.
Governments around the world are boosting their budgets to encourage companies and multinationals to build new data centers and refit old ones to develop AI locally and train large language models in their native languages based on their own citizens' data. Nvidia says that these sovereign AI efforts are expected to bring in almost $10 billion this year. Many governments are concerned about how generative AI will impact their economies. They want sovereign clouds for their AI infrastructure and sensitive data, and US tech companies are eager to build those for them.
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In this online talk by Confluent and SAP, you'll learn how to keep every system that relies on SAP data in sync with the latest and
The Japanese government has started several initiatives in an attempt to create more couples and aid the country's falling birthrate, which is at an all-time low.
Recursively create outlines, speedrun filling them in, and then once everything is almost done, go through and perfect it.
ChatGPT hard-coded an ID string instead of using a function or lambda to generate UUIDs, resulting in an issue that prevented new users from subscribing.
This post details several examples of when Elon Musk demonstrated his key role in driving AI and autonomy at Tesla.
Skew is a fairly conventional object-oriented program language but with wrapped types, real integer types, customizable syntax, name-based member access, open declarations, and compiler optimizations.
Batteries may be the defining technology of the 2020s - in just a few years, they have changed human energy supply, war, transportation, and geopolitical dominance.
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Odds are, you've received a suspicious phone call, text, or email asking for money. The scam might have been easy to spot — but with deepfakes and genAI, things are getting much weirder.
Apple is set to introduce its AI initiatives under the brand name "Apple Intelligence" in iOS 18 and other operating systems, focusing on daily life enhancements rather than creative tasks. Features will include AI-generated notification summaries, rich auto-replies in Messages and Mail, intelligent email categorization, an emoji creator, AI-powered photo editing, and transcriptions in Voice Memos.
Claude is more than just a middle-of-the-road, sycophantic AI that agrees with the user. Claude's personality and character have been specifically designed using a character variant of Constitutional AI. This post goes in-depth on how post-training is used to steer the type of output often generated by Claude to represent this desired character.
Databricks has acquired Tabular, uniting key contributors to Apache Iceberg and Delta Lake to focus on data format compatibility for its lakehouse architecture. The goal is to achieve a single open standard for data interoperability to prevent data silos, starting with Delta Lake UniForm's compatibility solution.
Researchers have developed a Synthetic-Domain Alignment (SDA) framework to enhance test-time adaptation (TTA) methods. SDA effectively aligns source and synthetic domains by fine-tuning pretrained models with synthetic data generated through a conditional diffusion model.
Reward-based Noise Optimization (ReNO) is a new approach to enhance Text-to-Image (T2I) models during inference that optimizes the initial noise using signals from human preference reward models.
Researchers have upgraded the popular YOLO object detectors with YOLO-World, introducing open-vocabulary detection. This approach combines vision-language modeling and large-scale dataset training, allowing it to identify a vast array of objects quickly and accurately, even in scenarios it wasn't specifically trained for.
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GPT-2 style transformer model contained entirely in a spreadsheet that includes all weights, parameters, and connections. It is a small model based on NanoGPT that is entirely contained in the rows and columns of a spreadsheet.
Inspectus is a versatile visualization tool for large language models that offers diverse insights into language model behaviors.
Researchers have created a new privacy-friendly method for camera localization using unique scene landmarks. This approach, which uses a CNN-based heatmap and 3D scene landmarks, is both storage-efficient and highly accurate, all without relying on actual 3D point clouds for localization.
New dataset with 700k+ images and 2m+ annotations for computer vision 6D motion estimation (e.g., positions and rotations).
Large language models (LLMs) like ChatGPT are not databases and can produce imprecise answers to questions, but they excel at generating responses that appear correct. The future of AI involves integrating LLMs into specialized tools or embedding them into existing applications, enhancing functionality while mitigating errors and improving user experience by contextualizing AI outputs within specific, manageable domains.
This model uses a number of computer vision techniques to reason about absolute and relative sizes of objects in monocular images.
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Daniel Kokotajlo joined OpenAI with the hope that it would invest much more in safety research, but the company never made that pivot.
OpenAI's CEO clarified that the voice of 'Sky' in ChatGPT isn't Scarlett Johansson's and has paused its use after a miscommunication.
Microsoft launched Copilot, powered by GPT, on Telegram.
Binance has self-reported reaching over 200 million global users with over $100 billion in user assets under custody. 30 million users joined in 2024, and the largest exchange by volume is on track to reach 300 million by 2026. With an estimated 560 million global crypto consumers, Binance accounts for 36% of the total user base.
Arthur Hayes, co-founder of BitMEX, suggested that the crypto bull market is coming back because of recent interest rate cuts by the Bank of Canada and the European Central Bank, potentially marking the start of a global easing cycle. He speculated about further rate cuts by other central banks, and took a cautious stance on the U.S. Fed's actions given the proximity to the presidential election. Hayes ultimately concluded by encouraging investments in bitcoin and other crypto in light of these developments.
ZK proving is critical for scaling Ethereum and realizing the vision of verifiable computing for a wide range of applications. Much like how improvements in prior IT systems have exponentially increased mass adoption of computers, reducing proving costs could bring ZK to AI, IoT, and the rest of the internet. Efficiency improvements require leveraging parallel processing, application-specific hardware, and acceleration systems with direct memory access.
Coinbase has introduced a new Smart Wallet, offering a self-custodial solution that uses biometrics and a passkey system to secure transactions via a user-specific smart contract. This innovative approach ensures that users retain sole ownership of their wallet, with multiple layers of recovery provided by iCloud Keychain and Google Password Manager, minimizing reliance on intermediaries and enhancing user control and security in managing their digital assets.
Gas fees on blockchains compensate validators for their computational work and help prevent DDoS attacks. Fees vary based on blockchain activity, transaction complexity, and a user's willingness to pay. Ethereum's fees are higher due to its focus on decentralization and comparatively lower computational demands, leading to network congestion. In contrast, Solana's more powerful network (more centralized) allows for faster processing and lower fees. Gas fees are not retained by Ethereum's creators (e.g., Vitalik Buterin), they are used for validator rewards and partially burned, supporting the token's value.
The most common pitfalls in crypto product development include misidentifying user needs, incorrectly defining target market segments, delegating crucial functions like marketing to less experienced staff, haphazardly adapting Web2 ideas into Web3 without genuine innovation, overemphasizing the blockchain choice due to its existing user base, and blindly following industry trends without original thought. Each of these errors stems from a fundamental misunderstanding of the market and the unique capabilities offered by crypto.
The situation involving Synapse (banking service provider), Evolve (banking partner), and numerous fintech startups highlights a significant problem in tracking and verifying the location of customer deposits. These issues could be solved by bringing funds onchain. Blockchain tech is a transparent and immutable ledger and could thus resolve uncertainties about the flow of funds and improve overall financial transparency and trust.
The number of mobile crypto wallet users has reached an all-time high of 28 million.