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This paper sheds light on why large vision-language models (LVLMs) sometimes incorrectly describe images, a phenomenon known as multimodal hallucination. Semantic shift bias, particularly around paragraph breaks, is a key factor.
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A group is working to build an open-source version of the Rabbit hardware including the language modeling portion.
NaturalSQL by ChatDB is a series of models with state-of-the-art performance on Text-to-SQL instructions.
CapHuman is a framework that can create various images of a person using just one reference photo. It cleverly maintains the person's identity while changing head positions and expressions.
Pearls is an RL framework maintained by Meta. This tutorial walks through a bandit-based learning problem with the software.
The working paper "Beyond AI Exposure: Which Tasks are Cost-Effective to Automate with Computer Vision?" by researchers from MIT and IBM examines the economic viability of automating vision-based tasks. It found only 23% are cost-effective for automation. The paper predicts a gradual labor market impact over years, contrasting with more disruptive forecasts.
Nomic-Embed-Text-V1 sets a new standard as an open-source, fully reproducible text embedding model. It excels in both short and long-context tasks. Unique in its transparency, Nomic-Embed-Text-V1 offers complete access to its training code, model weights, and a vast dataset of 235 million text pairs.
Matrices is an AI-native spreadsheet that creates itself and fills itself with whatever information you need. It can be extended with just natural language.
BirdCast, a collaboration between the Cornell Lab of Ornithology, Colorado State University, and UMass Amherst, uses machine learning and radar data to predict bird migrations. The project demonstrates AI's potential to revolutionize ornithology by enhancing understanding of ecosystem health and migration patterns.
Roblox has developed an AI model capable of translating text chats in real-time across 16 languages to enhance user engagement by breaking down language barriers. It utilizes a transformer-based large language model within a Mixture-of-Experts architecture for efficient resource use while maintaining their privacy and safety processes.
Crypto venture firm Multicoin Capital is reportedly considering selling its FTX bankruptcy claim valued at approximately $100 million. This comes as the price of FTX bankruptcy claims has risen, with sales reaching up to 70 to 80 cents on the dollar. As the claims get closer to reaching breakeven, more firms and individuals are considering selling their claims to be able to put their capital to work instead of waiting out the claims process.
Severe winter storms have caused significant month-over-month reductions in Bitcoin production from miners. Major mining firms, such as Marathon Digital, Core Scientific, and Riot Platforms reported decreases in their output due to increased energy demands and related outages. Despite the downturn, some companies are planning to retain a larger proportion of their Bitcoin due to the upcoming 'Bitcoin halving', which will decrease blockchain mining rewards.
Pandora recently launched as the first token developed on a new experimental token standard, ERC404. This unique standard, which combines elements of ERC20s and ERC721s, supports native liquidity and fractionalization, and could pave the way for other future improvements in NFT collections. Although the standard has only recently been created, it has generated plenty of excitement in the NFT ecosystem for the potential innovations it could unlock.
GoDaddy, a leading internet domain registry, has partnered with ENS, a domain name protocol built on Ethereum, allowing users to link their web domains to their ENS addresses for free. Despite an ongoing court case between ENS and GoDaddy, both parties see the potential benefit of working with each other. GoDaddy even hopes to integrate other blockchains in the future.
Farcaster, a decentralized social protocol, recently introduced Frames, a feature allowing users to create mini apps within their Farcaster posts. Based on Facebook's OpenGraph Protocol, Frames streamline user interaction with content, eliminating the need for app or tab switching. They can enable a variety of use cases such as NFT mints, polls, video interaction, games, and shopping, simplifying the user experience.
Dymension is launching its mainnet and a native token with an innovative airdrop approach, rewarding active users across several ecosystems. Dymension (the protocol) brings a fresh approach to blockchain scalability issues by introducing RollApps - modular rollups on the Cosmos network. This is an interesting innovation for rollups, which are designed to improve transaction efficiency, that could allow more projects to deploy their own rollups.
This post details a proposal to enhance Ethereum's efficiency by optimizing block size, chiefly by increasing the price for nonzero calldata bytes and the block gas limit. The changes aim to shrink and stabilize block size, facilitating further blobs addition and easing the transition to using blobs for data availability. It also prepares Ethereum for Verkle upgrades and reduces the risk of reorganizing blocks. Modification options called out in the post focus on varying calldata costs, introducing 2D pricing for calldata, and offering an 'EVM Loyalty Bonus'.
This article discusses the concept of data ownership and freedom to exit - the ability to transfer personal data from one service to another. Currently, many Web 2.0 platforms do not allow this and have even been known to deplatform individuals, leaving them without their followings. Three potential solutions include decentralized protocols that distribute data across multiple peers, local-first data which stores data directly with the user, and legal agreements that ensure a user's right to access their own data.
Aptos introduced Aptos Roll, an instant on-chain randomness API for PoS blockchains that enables secure and immediate random number generation for decentralized applications.
On the back of growth in the Solana ecosystem from its recent price surge, high-profile airdrops, and memecoin frenzy of the past few months, Phantom Wallet has surpassed Coinbase in downloads in the app store.
Farcaster's daily users leapt tenfold after launching Frames, driving record user activity on the platform.
Individuals should do their own research and take responsibility for their trading decisions. People should think for themselves and about their own situations when trading.
Designer News, once a prominent hub for product designers, has officially shut down, marking the end of its unique, text-focused discussions on nuanced aspects of product design. Initially thriving and exclusive, the platform deteriorated after opening registration to everyone, leading to a decline in post quality and an influx of spam.
A recent recall from the National Highway Traffic Safety Administration (NHTSA) on Tesla cars was prompted by a very peculiar reason: the font on the touchscreen display is too small. The NHTSA says people might have trouble seeing the ⅛-inch warning sign for the automaker's brake system. It claims that the international standard for that text is 3.2 millimeters and anything less may pose a safety risk. The issue, which affects 2.2 million cars, can be fixed with a simple software update.
The Apple Vision Pro represents a significant advancement in mixed-reality interface design. It utilizes visionOS to seamlessly integrate eye and hand tracking for intuitive control without needing external devices. This interface offers unparalleled accessibility and ease, making it the most user-friendly AR/VR experience to date.
Airbnb’s latest launch shows us how great designers can develop simple solutions to the two big pain points: it created the “Guest favorite” feature to increase users’ trust and reorganized the listings tab to improve the hosts’ listing experience.
Most new cars today have digital instrument clusters without physical constraints, which should be a benefit, but most carmakers use it to add unnecessary complexity. Clusters should adapt to different contexts, for example, they should be simple and controlled by the driver when driving at night.
The card sorting study is a tool in which users organize topics into groups to create an information architecture that suits their expectations. Designers can pick between open, closed, or hybrid card sorting, moderated or unmoderated, and in-person or remote.
Octopus enables you to create website maps or application structures, add notes, specify page content, and use color schemes to improve your site map design or implement website development or content planning.
With InspoVault, you can discover and collect live website design inspiration and trends.
Apple wanted to achieve something particular when it designed the EyeSight feature for its Vision Pro: an animated, 3D-looking face with eyes. It had to make very strategic design choices and compromises to accomplish this. Yet, the result is a slightly creepy animation that requires another screen, more connectors, and points of failure.
Symbols are integral to our design vocabulary, so we must know where they come from and what they mean. This website teaches you about the meaning of many symbols over the past 40,000 years and how they were used throughout human history.
Apple's icon set, SF Symbols, features four distinct rendering modes with different colors and appearances: monochrome, hierarchical, palette, and multicolor. These rendering modes and icon features make designs using SF symbols feel infinitely customizable.
Dive into 3D and typography through Bogdan Dreava's Alphabet Illustrations. Discover how depth and shadows bring letters to life in a monochrome palette.
The evolution of car keys, from basic mechanical devices to sophisticated, app-based systems, mirrors the progression towards more intuitive and frictionless user experiences. Good UX design is unobtrusive and integrates seamlessly into daily life, making technology feel like a natural extension of our routines.
The slow, meticulous process of creating high-quality renders is often incompatible with the fast pace required from early concept ideation. On the other hand, the ease of iterating with AI-generated images is unmatched - even a slight tweak in a prompt can lead to a significant shift in visual style.
Meta recently announced its decision to discontinue third-party access to Facebook Groups via its API within 90 days. The move created anxiety among developers and customers. It will particularly impact businesses that rely on scheduling posts to Groups.
Universal Music Group (UMG) pulled its catalog from TikTok last week, leaving many videos without sound. It attributed this action to concerns about AI-generated music and accused TikTok of sponsoring artist replacement by AI. There are fears that the move will lead to a surge in piracy and hinder smaller artists. The move is reminiscent of past conflicts like Napster’s shutdown, highlighting ongoing tensions in the music industry regarding ownership and distribution models.
Optibac, a brand of probiotic supplements, found through research that site visitors were sometimes uncertain about which products were right for them. User tests suggested that clearer information and signposting would improve conversion. The brand ran a test with two title variants on one of its product pages, each with more detail than the control. Variant 1, which had less copy than Variant 2, resulted in a 23% increase in conversion rate and a 34% increase in revenue compared to the control.
Hunter, an email outreach tool, discovered it had lost 9% (74 links) of the backlinks it acquired in the last three years. Website owners had simply removed links or there were technical issues like 404s. To fix this, the team built a script to identify lost backlinks, found the contact information of the website owners, segmented the recipients based on why the links were missing, and then scheduled an email outreach campaign to request the links be re-added. Hunter sent 166 emails in its 30-day campaign and consequently reclaimed 31 backlinks.
ChatGPT can help identify and analyze direct and indirect competitors, including those you’re not aware of. This article includes several prompts to identify competitors of your brand, as well as their unique features, target audiences, and weaknesses. ChatGPT can also recommend ways to reposition your brand’s website based on this analysis.
This report looked at over 2,000 creators to identify trends among 6-figure earners. It emphasizes the move towards diversifying revenue streams and asserting control over businesses. Successful creators focus on digital product sales and audience engagement on their own platforms. They don’t rely on brand deals and social media algorithms. The report also covers challenges in the creator economy, such as the need for creator unions and the growing reliance on AI to streamline content creation.
Before launching your startup, ensure you’re working with a handful of customers via a beta or private launch. This will help refine your product or service offering with preliminary feedback. In finding your first 10-1,000 customers, reach out to targeted strangers or friends, enlist influencers, contact the press, and create viral content. Also, note that not every early customer will be a perfect fit. Use their various personas to further guide and define who your ICP truly is.
When scaling your sales team, focus on hiring individuals who align with your target audience, product, pricing, and GTM strategies. There’s no perfect salesperson, but they do need to understand buyer personas, product complexity, pricing dynamics, and GTM motions. This guide shares insights into hiring considerations for different aspects of the sales process.
The Super Bowl is a high-stakes platform for advertisers where brands navigate the balance between leveraging star power and humor while ensuring their brand remains the focal point. Overshadowing the brand with celebrities or delaying brand reveal risks undermining the effectiveness of the ad. Meanwhile, being too 'vanilla' can make ads unremarkable or easily overseen in the crowd.