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Open-Vocabulary Attention Maps (OVAM) modify text-to-image diffusion models like Stable Diffusion by allowing the generation of attention maps for any word, bypassing previous limitations.
HETAL introduces a new approach to transfer learning that ensures data privacy through Homomorphic Encryption, marking a significant step forward in secure AI training.
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The Semantic Layer Summit is a one-day virtual event featuring the top voices in data science and analytics [11]. This year’s talks will cover recent Semantic Layer innovations for enterprise analytics, BI and genAI. If you want to network with other leaders, learn, and get access to extra recorded content, you should register to save your virtual seat for free [11].
Mistral recently held a hackathon. As part of it, the company announced v0.2 of its 7B model and released code on how to fine-tune its language models. The code is clean and concise.
Optimal Transport theory is a rich area of mathematics and computation that deals with distances between probability distributions. This repository contains an extremely comprehensive reading list for scaling Optimal Transport in both speed and accuracy.
AdaIR introduces an all-in-one image restoration network that leverages frequency mining and modulation to tackle various forms of image degradation such as noise, blur, and haze.
The recent acquisition of Inflection's talent by Microsoft reignited debates around the biggest tech companies gaining too much control over AI development. While their resources allow rapid progress on core language models, there are valid worries about the concentration of power limiting innovation and transparency. This article explores the complex tradeoffs as the commercialization of AI moves forward.
The Databricks Mosaic team has continued to innovate on their language model training. In this post, they discuss the training stack used for fp8 and some of the benefits that come from reducing precision.
This project introduces the Hash-grid Assisted Context (HAC) framework, which achieves over 75X compression of 3D Gaussian Splatting (3DGS) data, outperforming current standards.
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Trustero Compliance AI [18] works with your GRC processes and tools, or as a standalone. It audits, answers security questionnaires,
A new method called "Quiet-STaR" enhances AI reasoning by giving systems an "inner monologue," allowing for improved performance on reasoning tests, as shown by its application to the Mistral 7B language model.
Researchers have used generative AI to design new antibodies, potentially revolutionizing the therapeutic antibody market.
Less than 250ms latency text-to-speech API.
The European Parliament's major committees have approved a ban on anonymous cryptocurrency transactions through hosted wallets. This aligns with the new Anti-Money Laundering legislation, which puts restrictions on cash transactions and anonymous digital payments. The ban specifically targets custodial crypto wallets offered by third-party providers. The decision sparked controversy in the space with some arguing that this is privacy infringement and others arguing that it isn’t a big deal.
A five-day streak of withdrawals from spot Bitcoin ETFs resulted in a record $888 million outflow last week, causing sentiment to shift in the space. Notably, Grayscale's GBTC had large outflows that may have been a result of the liquidation of Genesis. Despite lower inflows than recent weeks, trading volume for these products remained high, with volumes increasing around $22 billion to reach $164 billion.
In a clever business maneuver, Friendtech has decided to make its points system 100% community-driven, going so far as to re-allocate the VC’s points (and presumably tokens) to the community. After a fast start and disappointing follow on as its points campaign dragged on with no token release, Friendtech has sparked excitement once again with its most recent decisions about points, with points values rising on Whales market to over $4/point.
Limitless, a novel protocol, is aiming to replicate Uniswap's impact on DeFi in the area of leverage trading. Leveraging Uniswap's Automated Market Maker for asset pricing, Limitless eliminates reliance on oracles for price feeds and instead provides yield-earning opportunities for liquidity providers while cutting counterparty risk. This opens up the possibility of having permissionless, perpetual market launches for all new tokens, instead of having to wait for them to be listed on a CEX, and offers liquidation-free leverage trading, potentially revolutionizing the DeFi derivatives landscape.
This thread provides a summary of a talk from SevenX Ventures on the future of modularity and restaking. The talk focused on the scalability, interoperability, and new features of modularity, while also outlining the opportunities and risks associated with restaking. It also shared insights on performance analysis, proof aggregation, and ensuring secure cross-chain transactions.
This thread provides a step-by-step guide for finding potential winning memecoins early using Photon on Solana. While this low-liquidity method may result in losses, it is possible to generate significant returns with memecoins. Key strategies include screening for risk profile, ignoring copycats, assessing community activity, and never fully exiting a successful coin. Success with this method depends significantly on broader market conditions.
Trading memecoins, digital assets based on internet culture, can be an empowering activity and serve as a showcase of the future of work. Memecoins present low barriers to entry, inclusivity, a fair playing field, and the opportunity to generate significant returns. There is a sense of community and shared purpose in memecoin communities. Engaging with memecoins can help developers optimize applications and boost financial literacy for users and traders.
This article discusses the potential future of decentralized social networking through crypto, pointing to the emergence of $DEGEN on Base. By pairing social data with a single currency across multiple platforms, $DEGEN may shift the value from platforms to participants who own, manage, and control the networks it is built upon. These dynamics could lead to a transformation in how social networking platforms operate and even the ownership of such platforms.
This piece compares Ordinals now to where ETH NFTs were in 2020 and early 2021, predicting that Ordinals will follow the same path and result in a bubble similar to the 2021-2022 NFT bubble.
The 9dcc community was rewarded with an airdrop from an unrelated project for those who owned the brand’s products, signaling a potential shift in how rewards programs work and showing the benefit of doing them on-chain.
LayerZero enabled cross-chain trading and the use of wTIA and Trestle on Arbitrum, giving users easier access to these assets.
Google now displays on-chain ENS domain holdings in search results, hinting at future utility and integration possibilities for .eth names.
An antitrust lawsuit filed by the Department of Justice against Apple may result in significant changes to the iOS experience. There might be some similarities with what happened after the company had to conform to the European Union's Digital Markets Act (DMA) in promoting its services, running its App Store, and handling contactless payments. The main changes in the EU include adding options for downloading apps from other app stores inside iOS and more web browsing options besides Safari.
Tennessee is the first state to enact legislation to protect songwriters, performers, and others in the music industry against the potential dangers of artificial intelligence. AI tools won't be allowed to replicate artists' voices without their consent beginning July 1. People can potentially face civil action if they use AI techniques to reproduce an artist's name, likeness, or voice without permission.
Figma has announced its Config 2024 lineup held in San Francisco on June 26-27. Over 75 speakers from Google, Disney, PayPal, Slack, Uber, Epic Games, and more will discuss their thoughts, work, and what's next. Early bird tickets are currently available at a discounted rate for a chance to connect with a community of builders and the future of product development.
Generative User Interfaces (genUI) will create customized user interfaces in real time, shifting the design approach towards outcome-oriented design where user goals are prioritized. This future technology will provide highly personalized tailor-made interfaces. While current AI-assisted design tools speed up the design process, they have limitations compared to genUI's potential impact.
An assumption is a guess or thing you work on with the belief that it’s true. A (good) hypothesis doesn’t come with any belief. It’s an idea or statement you use as a starting point to prove or disprove a position. Translating assumptions into hypotheses reduces risk and builds a learning pattern.
By nature, word-of-mouth contains a high degree of authenticity and credibility. Consumers are 77% more likely to buy a product if their friends recommend it. This case study looks into how designers can use social proof to increase product usage.
Ando AI can generate endless design ideas from prompts, shapes, and images.
Create and customize illustrations and storyboards effortlessly in minutes.
Giscarta is a no-code map builder that allows you to add colors and brands to maps powered by over 20 interactive widgets.
The history of computing has seen an increase in the number of decisions users must make when designing their computing experience, leading to a more significant burden on the user. Users now question modern computer benefits due to distractions, addiction, and lack of constraints, seeking technology that limits and guides behavior. Remarkable and the Daylight tablet balances a perfect combination of versatility and constraint.
Laura Dillema's project, Thrive Amidst Chaos, is a prime example of how designers can communicate complex themes through the meticulous craft of typography. Handcrafted with acrylic paint and precise lighting, the black acrylic paint flows, drips, and splashes across the canvas, forming the words "Thrive Amidst Chaos" in a chaotic and controlled manner. The design process shows the artists' impressive understanding of how materials interact, how light plays with texture, and how audiences will emotionally connect with the result.
With real-time drawing, this project is about drawing the most extended collaborative flipbook animation ever created. It's like the telephone game but with visuals.
Dune Part 2's distinctive and impressive look is thanks to Arrakis' architecture and design, its character costumes, and some quirky shooting decisions.
Human-centered designers will drive the future of products and experiences in 2024.
Good typography can make your documents more influential and accessible to consume.
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Emad Mostaque has resigned as the CEO of Stability AI. He is leaving to focus on decentralized AI due to skepticism over closed platforms like Stability's. Mostaque believes that centralized AI can't be beat with more centralized AI and wants to ensure that AI remains open and decentralized. This move highlights the ideological divide among AI startups in terms of democratizing AI through open models or commercial offerings.
This article discusses strategies for B2B SaaS and prosumer companies to effectively price and package generative AI (genAI) features. It emphasizes the importance of understanding early usage, customer personas, and product vision to align the value and cost of genAI with the company's overall offering. The article explores various packaging options (core offerings, upgrades, and add-ons) and pricing models (subscriptions and hybrids), highlighting the need for flexibility and alignment with customer value as the genAI market evolves.
ActiveCampaign, a marketing automation SaaS company, implemented various go-to-market strategies to achieve significant growth and a $250 million ARR. These strategies included experimenting with LinkedIn ads, leveraging customer advocacy, creating industry-specific content hubs, hosting educational workshops, exploring affiliate and influencer partnerships, and optimizing conversion rates. They all contributed to increased pipeline and customer engagement in 2024.
Founders have to balance their gut instincts with data-driven insights. It is both an art and a science to develop a lean "data-informed" mindset to accelerate decision-making for startups. This article offers 7 quick tips to help you with this process. Hint: make a habit of checking your metrics every day to stay informed.
Product-Led Sales (PLS) is a superpower because it gives you the best of both worlds: the seamless onboarding and proven engagement of a self-serve product along with the large contract sizes of sales. A successful approach involves identifying 'trigger' events indicating a user is ready for sales outreach, reaching out to the correct persona, choosing the right communication channel, and crafting a personalized, value-driven message.
The founders of Leapsome share an honest behind-the-scenes look into their first fundraise, which raised $60M in a very different 2022 environment. This comprehensive guide takes readers through the entire process, from creating a compelling pitch deck and supplementary data to prioritizing investors, managing meetings, conducting due diligence, and much more.
A curated collection of top Notion templates.
Make your data ready and clean with AI.