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Researchers have developed a wavelet-based feature enhancement network to improve face super-resolution. The method enhances facial details without introducing distortions by decomposing input features into high and low-frequency components and using a full domain Transformer.
This project proposes a new method to improve chart question answering using multimodal large language models.
DGFNet is a new approach for predicting the trajectories of multiple traffic participants in autonomous driving. It enhances predictions by considering the difficulty differences among agents, capturing rich spatio-temporal features, and using a difficulty-guided decoder.
This article discusses the impact of LLMs on the service economy, particularly on knowledge work sectors such as legal, healthcare, and education. While rapid AI advancements suggest significant automation potential, the adoption by enterprises is slow, with many still in the experimentation phase. Actual deployment is expected to be gradual. Specialized AI startups that leverage LLMs to improve industry-specific workflows will have a competitive advantage in the evolving market.
AI-powered job interviews, which leverage large language models for automation and potential bias reduction, are being increasingly adopted by firms globally. Companies like Meituan and multinationals are using AI avatars to conduct initial interviews, perceiving them as efficient despite concerns over potential embedded biases and transparency in decision-making. Skeptics advocate for clear reporting on AI tools' construction and bias mitigation. Some candidates are using AI to formulate responses, highlighting the evolving competition between AI systems and job applicants.
Meta has open-sourced Llama 3.1, an LLM rivaling OpenAI's ChatGPT, allowing almost all companies to incorporate it freely. This strategy may commoditize LLMs and drive demand for corresponding complements like server space. As big tech releases similar models, AI startups might face challenges, with industry giants potentially outpacing smaller competitors in AI advancements.
Generative image company Leonardo joins Canva to supercharge both groups' creative tools.
Microsoft has announced updates to Azure AI, including serverless fine-tuning for PHI-3 models, improvements in PHI-3-MINI performance, and the integration of models like GPT-4o mini and Meta's LLAMA 3.1 into Azure AI.
Sam Altman of OpenAI has presented a strategic imperative for the US and allies to lead a global AI initiative based on democratic values that suggests robust security, infrastructure investment, commercial diplomacy, and collaborative norms development to maintain AI supremacy over authoritarian regimes.
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The SEC plans to amend its lawsuit against Binance, delaying the decision on whether cryptocurrencies like Solana (SOL), Cardano (ADA), and Polygon (MATIC) are considered securities. This move temporarily postpones a court ruling on these specific allegations but does not dismiss them outright.
Circle, issuer of the USDC stablecoin, is trading at a $5 billion valuation in the secondary market before its upcoming IPO. It previously attempted to go public via SPAC in 2022 at a $9 billion valuation, but the deal fell through due to a lack of SEC approval. The exact date of the IPO remains unknown.
Irys was initially a scaling solution for Arweave, helping it process 90% of its transactions and data. The Irys L1 chain will optimize for storage and computation and support both onchain and temporary data. It aims to be the primary data infrastructure protocol for the onchain world. Irys will allow smart contracts to directly interact with onchain data in real-time, expanding the potential of dapps and making blockspace more useful.
California is building a DMV-run blockchain for storing and transferring vehicle titles built using Avalanche L1 technology. Vehicle owners will be able to claim their digital titles in the DMV's mobile wallet app, reducing unnecessary trips to the Post Office and DMV and reducing transfer times from two weeks to a few minutes. It is one of the first projects in California's vision of incorporating blockchain into government operations.
Despite bullish sentiments about Solana ($SOL), closer examination reveals significant issues with the platform's transaction data, suggesting a high level of wash trading and fraudulent activities. The exaggerated transaction volumes, primarily driven by bots and rug pulls on decentralized exchanges, raise concerns about the authenticity of Solana's reported usage metrics and its long-term sustainability.
Blackbird is a loyalty and payments platform for restaurants that aims to make hospitality and being a “regular” a scalable experience. It uses crypto features to enhance the user experience, like to give network ownership to restaurants and reward users with $FLY tokens. Blackbird drives greater loyalty and magical dining experiences. The interconnected nature of the loyalty program means a diner can use their $FLY rewards at any restaurant, making the token restaurant social capital. Blackbird's 2% fee is below industry average. Its ability to improve customer lifetime value helps make restaurants more profitable.
Uniswap shouldn't turn on its fee switch as it could hurt liquidity providers. Instead, Uniswap could charge fees only on trading pairs where it dominates, optimizing value capture without broadly impacting all liquidity providers.
JPMorgan's recent report highlights how Ethereum's Dencun upgrade boosted Layer-2 chain profitability and predicts $20 million in net fees for Base in Q2 2024. With ETH ETFs, analysts will compare blockchain protocols like ETH and SOL to traditional businesses, recognizing their high growth and profitability.
Nader Al-Naji was charged with orchestrating a multi-million-dollar fraudulent crypto scheme involving the social media platform BitClout and its native token.
The market has moved beyond bloated TVL and wallet count metrics, which often reflect artificial growth.
Jonathan Mann, known for his "Song A Day" project, is suing the SEC over allegations that his NFT sales constitute unregistered securities.
The Fairshake PAC has raised over $100 million and is likely one of the top 4 PACs, though the exact number is hard to quantify due to reporting errors.
Canva has acquired Leonardo.ai, an Australian startup that specializes in generative AI content and research, to enhance its suite of visual AI tools. Financial details of the deal have not been disclosed. The acquisition will integrate Leonardo.ai's technology rapidly into Canva's Magic Studio products while maintaining Leonardo.ai as a separate entity. This move positions Canva to better compete against Adobe, particularly its Firefly generative AI models.
Meta has introduced an AI Studio for Instagram that allows creators to develop AI-driven features and chatbots for enhanced user interaction. This move, which aims to provide innovative and personalized experiences for users, is part of Meta's broader strategy to integrate more AI tools across its platforms.
The new AI tools from Shutterstock and Getty Images are powered by NVIDIA Edify. Shutterstock's "Generative 3D", which is in beta, enables rapid 3D asset creation from prompts. Getty's upgraded AI service offers faster, higher-quality image generation with advanced controls. These services aim to enhance creative processes and streamline design workflows, allowing artists to focus on creative tasks while improving prototyping and custom content creation for businesses.
Just as it is in sports, losing is integral to a designer's journey. Facing rejection and criticism, like losing a tennis match, reduces pressure and can enhance performance. It is essential to embrace disagreement from stakeholders and teammates, focus on the process rather than the outcome, and anticipate common objections. Accepting these challenges helps improve your design skills and resilience.
AI will impact product designers by enabling them to produce more work and allowing non-designers to take over some design tasks. If designers become too efficient, this could lead to job reductions. Roles like product managers may increasingly handle design tasks. Adapting by expanding skills beyond design will help maintain demand for designers.
Evaluating the ROI of a design system team involves considering both the time saved and the value created. However, the team's initial cost can be a significant hurdle. To break even, a design system team must focus on building components that save more time for the organization than their development cost.
A file thumbnail kit that allows designers to easily add teammates' avatars, custom fields & statuses, and instance swap between templates or themes.
This web-based tool allows you to easily create and customize SVG patterns with various shapes and colors.
Use this diverse collection of vibrant avatar images to enhance your projects, adding personality and character to websites, applications, and presentations.
Ethan Nakache revived the 1972 Gesh Ortega Roman 275 typeface, originally designed by Gerhard Schwekendiek, creating a modern version named Goodman with six weights and matching italics. Nakache started the project during the COVID-19 pandemic without commercial aims. His work aligns with the renewed interest in serif typefaces, showcasing versatility and originality.
Kathy Baxter, Principal Architect of Responsible AI & Tech at Salesforce, focuses on improving trustworthy AI through user experience research. Her work emphasizes transparency, building robust safeguards, and enhancing AI governance. By addressing the needs of diverse populations and involving human oversight, Baxter's efforts help shape responsible AI practices at Salesforce, ensuring ethical and effective AI deployment across the company.
While experience can provide valuable insights and problem-solving skills, it can lead to apathy, inflexible thinking, and overcomplication. Hiring someone with potential but less experience can bring fresh perspectives. Experienced individuals need to remain adaptable and self-aware. Enthusiasm and commitment can often outweigh years of experience in achieving success.
"Useless" design balances function and emotion and can create a meaningful connection with users.
With a focus on humanizing technology and social innovation, Yutong Zhang's award-winning designs span various projects, earning her recognition in the design industry and pushing creative boundaries.
Developed with the American Foundation for the Blind, Mattel's new blind Barbie Fashionista doll features inclusive design elements like a cane, functional sunglasses, and tactile clothing, representing a significant step toward diversity and accessibility in toys.
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Leonardo.ai, a generative AI art platform, has been acquired by Canva to enhance its Magic Studio suite with advanced AI capabilities. The acquisition is part of Canva's ongoing investment in generative AI tools, which began in December 2022 and has included the development of internal projects and acquisitions. With over 19 million registered users and a billion images created using its tools, Leonardo.ai is expected to significantly contribute to Canva's goal of building a powerful, all-in-one visual AI offering.
Blackbird is a loyalty and payments platform that helps restaurants drive better unit economics and provide personalized experiences to diners. By using blockchain technology, Blackbird enables restaurants to offer rewards, faster payments, and unique loyalty programs, while giving diners the ability to feel like a "regular" at any participating restaurant. The platform aims to make restaurants more profitable and give them more control over their future while providing diners with richer, more engaging dining experiences.
Perplexity, an AI-powered search engine, plans to launch an advertising platform and share revenue with publishers whose content is used to generate answers. The initiative, known as the Perplexity Publishers' Program, has initial partners including TIME, Fortune, The Texas Tribune, Der Spiegel, and Automattic. Perplexity aims to let brands pay for targeted ads and share a percentage of the revenue with publishers whose content was used in the AI-generated answers.
Successful startups often pivot from their original idea. A new book called "Pattern Breakers" proposes a theory called "inflection theory" to explain why this happens. According to inflection theory, startups succeed by identifying and timing significant changes in the world, such as technological or cultural shifts, and then harnessing these changes to create a new product or service. The book's authors argue that this approach is more effective than traditional methods, such as the lean startup methodology, and provide case studies and examples to support their claims.
Timing is crucial for a startup's success. Founders should be prepared to answer the "Why now?" question when pitching to investors. Successful startups often spot trends early, develop innovative solutions, and leverage market shifts, technological advancements, or regulatory changes to their advantage. Demonstrating a deep understanding of the industry landscape and the unique opportunity presented by current circumstances can help founders create a compelling narrative and instill confidence in potential investors.
Founder-market fit is a crucial concept that significantly influences a startup's trajectory and success. Founders with deep domain expertise and a strong connection to their target market are more likely to build successful companies, as they can navigate challenges, solve problems quickly, and maintain sustained motivation. While founder-market fit is difficult to measure directly, it can be approximated through metrics such as time to product-market fit, customer acquisition cost, and net promoter score.
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