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Xata offers a sustainable free tier for its Postgres and OpenSearch database services by utilizing shared clusters that efficiently host multiple databases. It manages costs effectively through careful cluster management and automation, distinguishing between active and inactive databases to optimize resource allocation.
NVIDIA is transitioning fully towards open-source GPU kernel modules in the upcoming R650 driver release.
USPS shared postal addresses with Meta, LinkedIn, and Snap through hidden tracking pixels, but it stopped after an investigation by TechCrunch, claiming the company was unaware of it.
Coding exercises in technical interviews can be unfair to those without ample practice time outside of their jobs, like those with families and kids.
Microsoft researchers created SpreadsheetLLM, a tool that uses large language models to analyze and manipulate spreadsheet data, and SheetCompressor to address the token constraints of LLMs.
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Microsoft's AI-powered Designer app is now available to anyone with a personal Microsoft account on Windows, iOS, and Android. The app allows users to create custom images, stickers, greeting cards, and more using templates. It uses AI to create and edit images on the go. Designer can edit and remove backgrounds, remove people or objects from images, and add text and branding to images. The app gives users 15 free daily 'boosts' that can be used to create or edit AI-powered images and designs. Upgrading to a Copilot Pro subscription gives users 100 boosts per day.
Meta will withhold its next multimodal AI model from customers in the EU because of a lack of clarity from regulators. Apple has also said it won't release its Apple Intelligence features in Europe because of similar concerns. Meta plans to incorporate its new multimodal models in a wide range of products, including smartphones and its Meta Ray-Ban smart glasses. The upcoming larger text-only version of Meta's Llama 3 model will be available in the EU.
A recent study into the mechanism of human language comprehension aimed to figure out if there was any structure to the neuronal response to language. It involved playing recorded sets of words to patients who had implants that monitored the activity of neurons located in their left prefrontal cortex, the area of the brain largely responsible for processing language. The study found that the neurons' responses changed based on context - neurons in certain areas would light up if the patient heard specific words. Words presented with context elicited a stronger response compared to when the context was not available.
Researchers have discovered a drug that increases the life spans of laboratory animals by nearly 25%. It works by lowering levels of a protein called interleukin-11, which is associated with higher levels of inflammation and other factors that control the pace of aging. Mice with decreased interleukin-11 had lower levels of cancer, improved muscle function, were leaner, had healthier fur, and scored better on many measures of frailty. The drug is already being tested in people, but it is unknown whether it will have the same anti-aging effect.
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This playbook [10] outlines the specific steps you should take to establish a repeatable observability framework [10], including:
In-app browsers have limited functionality, privacy and security concerns, inconsistent UI/UX, and worse performance than normal browsers. Businesses use in-app browsers to perform man-in-the-middle attacks by injecting arbitrary JavaScript code and intercepting network traffic. This allows them to watch what users are doing within their in-app browsers. Websites can detect when in-app browsers are being used and offer links to users to open them in the default browser instead.
While there are a lot of techniques that could be used to apply to certain types of optimization, sometimes compilers will opt to look for a more-or-less hardcoded pattern. Compilers must consider many tradeoffs when choosing what optimizations to perform and how to perform them. Extremely sophisticated algorithms may be avoided because they can be expensive, too complex, or not broadly applicable. Hardcoded optimizations are fairly cheap and the maintenance burden is very low.
Learning math early guards you against numerous academic risks and opens doors to all kinds of career opportunities. It can make one appear to be a genius in others' eyes and help them get a ticket to those opportunities usually reserved for top students. Faster learning leads to an earlier career start, which results in greater productivity and accomplishments over the course of a career. It is a myth that learning math early is inappropriate for students' social/emotional and cognitive/academic development. A student is ready for advanced mathematics once they have mastered the prerequisites.
Factors that matter most for starting a company are market, team, growth, cycle time, ideas, new technology, and competition. Startups should build minimal viable experiments and make a list of unknowns. The exact idea is unimportant as long as founders are talking to the right customers, so pick markets over a specific idea. Fund only what is needed to run your experiment. Start small - you will get good at whatever you spend time on.
Too much tech speculation tied to speculative funding caused the funding and customers to go away, and now the jobs are gone.
GitLab currently has a market value of about $8 billion, more than the $7.5 billion Microsoft paid for GitHub in 2018.
There are two ways to ensure that your data cannot be accessed by anyone: using end-to-end encryption or self-hosting your own server.
The current dating app concept doesn't work well because of market dynamics and business incentives.
This article looks at how Notion improved its performance in the browser by using the WebAssembly implementation of sqlite3.
Conferences allow you to make connections that will propel your career for years to come.
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Meta will withhold future multimodal AI models from EU customers due to regulatory uncertainties, although a text-only version of Llama 3 will be available.
Anthropic, in partnership with Menlo Ventures, is launching a $100 million Anthology Fund to support AI startups. The fund will provide at least $100k per startup, access to Anthropic's AI models, and various other perks such as networking opportunities and workspace access.
OpenAI trained a strong model to output more legible text for a weak model to grade accurately and found that this led to general purpose improvements in overall legibility.
Researchers propose a new method for video stereo matching that enhances depth estimation by ensuring temporal consistency.
SFPNet is a new method designed to generalize across different types of LiDAR technologies. By using sparse focal point modulation instead of traditional window-attention, SFPNet extracts and dynamically aggregates multi-level contexts.
Praison AI, which leverages other agent frameworks, is a low-code, centralized framework designed to simplify the creation and orchestration of multi-agent systems for various LLM applications, featuring ease of use, customization, and human-agent interaction.
Reasoning Video Object Segmentation (ReasonVOS) is a new task that uses implicit text queries to generate segmentation masks. It requires complex reasoning and world knowledge.
This project introduces a background-class separation framework to improve Class-Incremental Semantic Segmentation (CISS).
First Avenue Elementary School in Newark is integrating AI tools for education using Khanmigo, an AI-powered tutor and teacher assistant developed by Khan Academy. Classroom teachers use the tool to personalize learning and save time on tasks. There is ongoing work to improve inclusivity and responsiveness. This initiative, supported by the Gates Foundation, aims to help level the educational playing field by enhancing teacher-student engagement.
OpenAI and Thrive Global are funding Thrive AI Health to develop a personalized AI health coach catering to daily behaviors essential to health, like sleep and diet. The mobile app and enterprise product will be powered by AI's hyper-personalization capabilities, integrating peer-reviewed science and individual data. The initiative aims to democratize healthy behavior change, address chronic disease management, and demonstrate efficient AI integration into healthcare with strong privacy measures.
Analysis of Microsoft's GraphRAG paper reveals that knowledge graphs like Neo4j may not significantly outperform FAISS in context retrieval for RAG applications. While Neo4j without its indexing can achieve a higher answer relevancy, the marginal gains may not justify the investment given ROI constraints. However, the use of Neo4j's indexing shows a noticeable improvement in answer faithfulness, which reduces the risk of fabricated information.
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81% of tech teams expect to run 2+ GenAI models in production in the next two years. But why are most projects stuck in experimentation?
Anthropic has doubled the max output token limit for Claude 3.5 Sonnet from 4096 to 8192 in the Anthropic API.
Google Vids is an AI-powered video creation app designed for work and deeply integrated with the Workspace suite.
aiXplain has announced a $6.5M pre-series A funding from Wa'ed Ventures, the venture arm of Saudi Aramco (a global top 10 company by market cap).
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German authorities have finished its "emergency sale" of ~50k Bitcoin, netting an "unprecedented" €2.6B ($2.88B). The funds are held in custody pending the conclusion of ongoing criminal trials. The sale was expedited because of BTC's volatility.
The Pokémon Company is set to launch official Pokémon NFTs that enable "users" to trade digital cards on blockchains. The company allegedly filed a patent application, "WO2024090317A1", which uses smart contracts to manage transactions and rewards, thereby improving player engagement and service integration.
Pauly is an AI agent on RoboNet designed to trade on US Election markets via Polymarket. It combines data from presidential speeches and other unique sources. Pauly's mission is to make history with each trade by assessing political markets for opportunities and executing optimal trades.
Nexus 2.0 introduces a new prover frontend, backend, and SDK. The frontend uses the Jolt arithmetization system, which speeds up verifiable computation. HyperNova folding on the backend uses recursive ZK proofs to check many extensive constraints simultaneously. Developers can leverage the Nexus SDK to perform asynchronous proof generation and abstract the complexities of the zkVM.
Nic Carter, partner at Castle Island Ventures and Bitcoin influencer, has open-sourced his stablecoin syllabus. It includes whitepapers, blogs, papers, and data tools to get readers up to speed on the stablecoin industry.