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SIMPLE PATENT DRAFTING WITH AUTOPATENT

AutoPatent is an AI tool designed to simplify patent drafting and analysis that offers features like document parsing, semantic search, and claim generation to accelerate the IP process.

UNIMED-CLIP FOR MEDICAL IMAGING

An extension of CLIP tailored for medical imaging tasks that integrates domain-specific knowledge to improve performance on healthcare-related benchmarks.

DISCRETE DIFFUSION GUIDANCE

A novel method for improving diffusion models that introduces discrete token guidance to enhance controllability and quality in generative tasks.

WHY GENERATIVE AI STILL DOESN'T TRULY "UNDERSTAND" THE WORLD

Researchers reveal that, despite producing impressive results, top large language models lack a real understanding of the world and its rules. This limitation means they can sometimes fail on tasks that appear similar, underscoring the gap between generating answers and genuinely comprehending context.

MICROSOFT AI CEO MUSTAFA SULEYMAN ON WHAT THE INDUSTRY IS GETTING WRONG ABOUT AGI

Mustafa Suleyman, Microsoft's new AI chief, discusses his journey from DeepMind to Microsoft AI, overseeing products like Copilot and Bing. He offers insights into Microsoft's collaboration with OpenAI and the challenges of achieving AGI on current hardware. Suleyman emphasizes the importance of consumer AI products and Microsoft's focus on integrating AI across platforms for a more intuitive user experience.

HUGE RANDOMIZED TRIAL OF AI BOOSTS DISCOVERY

A study at a US corporate lab found that teams using a machine-learning tool discovered 44% more new materials and filed 39% more patents than those using standard methods. The AI combines graph neural networks and reinforcement learning, aiding in generating and refining material suggestions. Results indicate potential for AI to accelerate materials discovery, although the quality of findings remains to be fully assessed.

REDDIT TESTS A CONVERSATIONAL AI SEARCH TOOL

Reddit is testing a new AI feature called Reddit Answers that provides users with curated summaries of relevant responses from its platform.

STUDY CLAIMS AI COULD BOOST DETECTION OF BREAST CANCER BY 21%

A study by DeepHealth showed that AI-enhanced mammography increased cancer detection rates by 21% in a U.S. breast screening program.

AMAZON FORMS A NEW AI AGENT-FOCUSED LAB LED BY ADEPT CO-FOUNDER

Amazon is launching the AGI SF Lab in San Francisco, led by Adept co-founder David Luan, to develop AI agents capable of handling complex workflows.

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MICROSTRATEGY ACQUIRES ANOTHER 15,350 BITCOIN FOR $1.5 BILLION, TAKING HOLDINGS TO 439,000 BTC

MicroStrategy has acquired an additional 15,350 BTC for $1.5 billion at an average price of $100,386, bringing its total holdings to 439,000 BTC (approximately 2.1% of the total supply) worth over $45 billion. About 39% of its position was accumulated in just the past six weeks. The company, which will join the Nasdaq 100 index on December 23, continues its aggressive acquisition strategy through a combination of share sales and debt, with $42 billion in planned capital raises, while analysts at Bernstein suggest the company could be eligible for S&P 500 inclusion in 2025 following new accounting rules for crypto valuations. MicroStrategy's stock has gained over 490% year-to-date.

KRAKEN AND BITGO WILL HELP DISTRIBUTE THE FIRST FTX PAYMENTS IN 2025

FTX debtors announced that Kraken and BitGo will help to distribute the first FTX recovery payments come January 2025. Initial claimants are expected to receive funds within 60 days of January 3, 2025.

EL SALVADOR GRANTS BITGET LICENSE FOR BITCOIN SERVICES

El Salvador will allow Bitget to offer Bitcoin-related services like fiat exchanges and custody solutions while the exchange seeks further approval to support other digital assets. This comes as El Salvador negotiates with the IMF to amend its Bitcoin law and expands its global crypto strategy through international partnerships.

USDTB LAUNCH

Ethena Labs has launched USDtb, a new stablecoin backed by BlackRock's BUIDL Fund, positioning it as the most BUIDL-backed stablecoin on the market. USDtb offers cross-chain compatibility via LayerZero and will primarily be distributed through centralized exchanges, with liquidity incentives on Curve Finance.

INTRODUCING: MONAD FOUNDATION

The Monad Foundation has been launched as an independent organization to support the development and adoption of the Monad blockchain, focusing on governance, ecosystem growth, and community engagement implying a token may be introduced soon.

YOUR DEFINITIVE GUIDE TO ZKVMS

This article compared six leading zkVMs (SP1, RISC0, Jolt, Delphinus, Nexus, and Powdr) across eight cryptographic algorithms, evaluating both performance metrics and developer experience. SP1 and RISC0 are the most mature solutions, with SP1 taking a slight lead due to its extensive precompile support and lower cycle counts, while both platforms offered reliable prover networks and strong documentation. While zkVMs are making zero-knowledge proofs more accessible to developers, there are current limitations including resource-intensive proving requirements and the continued performance advantage of custom circuits for specific use cases.

A CRYPTO FOUNDER'S GUIDE TO HIRING BD

This guide highlights the critical steps for hiring a Head of Business Development (BD) in crypto. It emphasizes the importance of founder-led sales early on, finding high-agency and crypto-native candidates, and balancing strategy with tactical execution. It also provides actionable advice on scaling growth, measuring performance through secondary metrics, and fostering adaptability for crypto's cyclical market.

DAOS 2.0

With the proliferation of AI agents, we are nearing a new version of DAOs that aligns with Vitalik Buterin's original vision of “automation at the center, humans at the edges.” This evolution is exemplified by projects like Clanker, which enables token launching through natural language, and Botto, which creates AI-generated artwork and uses human intervention to decide which art to sell. While AI-driven DAOs show clear promise in areas with deterministic data like trading and content creation, they still face limitations in tasks requiring long-term planning.

TORNADO CASH AND THE LIMITS OF MONEY TRANSMISSION (1 HOUR READ)

This article challenges the DOJ's attempt to classify Tornado Cash as an unlicensed money transmitting business under 18 U.S.C. § 1960, arguing that the statute's broad interpretation contradicts Supreme Court precedent and FinCEN guidance, which emphasize "control" as a key factor in money transmission. By applying Section 1960 to Tornado Cash's non-custodial, decentralized smart contracts, the DOJ risks prosecutorial overreach, potentially stifling innovation and privacy tools in blockchain technology.

CRYPTO PRODUCTS RECORD 10TH CONSECUTIVE WEEK OF INFLOWS AT $3.2B

Crypto investment products recorded their 10th consecutive week of inflows, totaling $3.2B, with Bitcoin leading at $2B and Ethereum ETPs achieving $1 billion in their seventh consecutive week of gains.

DUNE DASHBOARD TRACKING ECHO INVESTING ACTIVITY

Kofi, a crypto data researcher, created a Dune dashboard to track investment activity on Echo.

INTRODUCING OPENVM: A PERFORMANT AND MODULAR ZKVM FRAMEWORK

Axiom and Scroll have launched OpenVM, a new open-source zkVM framework that enables developers to add custom opcodes, circuits, and proof systems without forking repositories, marking a shift away from monolithic zkVM solutions.

FLUID <> LIDO ALLIANCE ALIGNMENT PROPOSAL

This proposal outlines a collaboration between Lido Alliance, Fluid, and Instadapp to drive wstETH adoption through incentives, liquidity optimization, and joint education efforts.

APPLE REPORTEDLY RELEASING FOLDABLE IPAD IN 2028, POTENTIALLY RUNNING MACOS APPS

Apple plans to release a foldable iPad in 2028 with a seamless 20-inch display, running a version of iPadOS that may support macOS apps. According to Bloomberg's Mark Gurman, while exploring foldable iPhones for 2026, the company's focus will remain on delivering larger, portable screens rather than pocket-sized devices.

ADOBE INTRODUCES A NEW TOOL TO REMOVE UNWANTED WINDOW REFLECTIONS FROM PHOTOS

Adobe's experimental AI tool, "Reflection Removal," eliminates reflections from raw photos taken through windows. Future support is planned for formats like JPEG and HEIC. Enabled via the "Technology Previews" in Camera Raw, it was trained on millions of simulated reflection images and may eventually tackle more minor reflections on glasses and distant windows.

NINTENDO SWITCH 2 DESIGN LEAKS ON REDDIT WITH A TOUTED JANUARY RELEASE

Leaks hint at a possible Nintendo Switch 2 announcement in January, which aligns with Nintendo's early-year hardware reveals. Rumors from Reddit and Dbrand fuel excitement, though their validity remains uncertain. Whether true or not, Nintendo's secretive approach keeps gamers eager for its next move, showcasing its mastery of building anticipation.

"DESIGN LIKE APPLE"

To "design like Apple," prioritize simplicity through disciplined, collaborative decision-making between designers and product managers and empower design leaders to say "no" to unnecessary complexity. Success requires a culture that values thoughtful design, respects its role in product development, and emphasizes customer, product, and business understanding over stylistic mimicry.

DESIGNING WITH LLMS IN THE TOOLBOX: 6 MONTHS LATER

AI models can streamline workflows, automate tasks, and generate fresh ideas, from alternative concepts to clickable prototypes or documentation drafts. However, they should be treated as a junior coworker - useful but fallible - requiring critical oversight to address biases and limitations.

EXPERIENCE DESIGN: THE NEXT ITERATION OF UX?

XD (Experience Design) is an umbrella term encompassing UX, CX, and related fields. It emphasizes human-centered problem-solving and seamless experiences. Blurring roles, AI advancements, and misconceptions about UX have driven the term's resurgence. While UX remains dominant, XD offers an intuitive, inclusive language for evolving roles and consistent design principles.

ISOMETRIC SCREENSHOTS

Create beautiful isometric screenshots of your designs.

TRACK MILLIONS OF HIGH-PERFORMING VIDEOS

This site can help you find your next video idea, title, and thumbnail much faster, saving hours of research and accelerating your views.

APPLE'S AI CHIEF DOESN'T WANT ADVANCED AI AKA AGI, BUT TO IMPROVE AI IN PRODUCTS AND UX

John Giannandrea, Apple's senior VP of machine learning and AI strategy, dismissed artificial general intelligence (AGI) as unrealistic, favoring AI advancements focused on enhancing user products. He criticized scaling existing AI for AGI as naïve, emphasizing Apple's cautious, product-centered approach. With significant research investment, Apple prioritizes practicality over AGI, contrasting with competitors' ambitions and reshaping the AGI development debate.

PRESERVING THE PIXEL ART LOOK IN WEB CONTENT

To achieve a crisp pixel art style on modern websites, use CSS techniques like image rendering, a pixelated property for images, and embed pixel fonts with anti-aliasing disabled. Maintain proper pixel alignment, optimize font sizes, and ensure compatibility using WOFF file formats. These practices effectively preserve pixel art's sharp, retro aesthetic.

THE IMPORTANCE OF GRACEFUL DEGRADATION IN ACCESSIBLE INTERFACE DESIGN

Graceful degradation ensures essential website functions remain operational despite partial failures. It minimizes single points of failure and maintains accessibility through redundancy, load balancing, and outdated browser support. Compared to progressive enhancement, graceful degradation adapts to unforeseen issues post-launch. Combining both strategies enhances resilience, accessibility, and user experience, ensuring functionality across varying devices and browsers.

DID YOU KNOW? THE STORIES BEHIND ICONIC TYPEFACE NAMES

Typography shapes messages' perception, with typeface names reflecting history, culture, and innovation.

ALL THESE ICONIC ARTWORKS AND CHARACTERS LOSE COPYRIGHT IN 2025

Notable works like Popeye and Tarzan comics enter the public domain in 2025, inspiring creative adaptations, including a raunchy Popeye horror from ITN Studios.

THE NEW NOKIA DESIGN ARCHIVE WILL HAVE MORE THAN JUST NOSTALGIA VALUE

The Nokia Design Archive reveals unseen mobile phone prototypes, reflecting a vision of the future that never materialized while evoking nostalgia for classics like the durable, long-lasting Nokia 3310.

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GEN Z TO THE RESCUE? HOW MALLS ARE WINNING OVER A GENERATION OF IN-PERSON SHOPPERS

Gen Z shops in stores as much as baby boomers. 63% are planning to make holiday purchases at physical locations versus 50% online. They value instant gratification, social interaction, and hands-on experiences, driving malls to add features like pop-up events and interactive art. Retailers like Bath & Body Works and Princess Polly are adapting with in-store attractions targeting Gen Z's preferences. With $150 billion in spending power, Gen Z blends online browsing with in-store purchases, favoring discounters, thrift stores, and experiential shopping.

GARTNER MARKETING SURVEY FINDS 68% OF CONSUMERS REPORT THEY FEEL TAKEN ADVANTAGE OF WHEN BRANDS USE DYNAMIC PRICING

9 TIPS ON WRITING B2B NEWSLETTERS

Commit to consistency and iteration - expect 7-10 reps to find your groove. Focus on having a clear thesis and a unique, valuable perspective. Build relationships by engaging with readers personally and asking pointed questions. Keep a running list of ideas, test content on LinkedIn, and ensure your newsletter is browser-friendly. Experiment with formats, prioritize readability, and craft content that resonates and adds value.

10 THINGS WE LOVED IN TRADE SHOWS IN 2024

Trade shows in 2024 spotlighted innovation through AI activations, such as Google's photo engagements at CES and Binary Exchange's digital artwork at Money20/20. Transparent LED screens transformed booths into visual spectacles without obstructing views, as seen with Monster Energy's translucent header. Meanwhile, sustainability stood out with reusable solutions like Coca-Cola's r.Cups and Panasonic's plant-based materials at CES.

BRAND MONITORING: 3 MUST-TRACK AREAS FOR SUCCESS

Brand monitoring tracks and reacts to online conversations about a brand to manage its reputation. Effective monitoring involves 3 key areas: social media, websites, and LLMs. Tools like Brandwatch and Mention help with identifying mentions and analyzing sentiment to address issues or amplify praise. Advanced sentiment analysis and platforms like Reddit, whose organic traffic increased by 1,000% recently, are becoming more critical. Monitoring mentions on LLMs is an emerging challenge, as these tools influence brand perception.

STATE-OF-THE-ART VIDEO AND IMAGE GENERATION WITH VEO 2 AND IMAGEN 3

Google has announced Veo 2, Imagen 3, and a new image tool called Whisk. Veo 2 generates high-quality videos with improved realism, understanding of physics, and cinematography, delivering resolutions up to 4K. Imagen 3 enhances image generation with better composition, diverse art styles, and richer details. Both models achieve state-of-the-art results and are available through Google Labs tools like VideoFX and ImageFX. Whisk allows users to remix images using Imagen 3 and Gemini's visual understanding for creative outputs like stickers or pins.

INSTAGRAM INTRODUCES 2024 YEAR-IN-REVIEW STORY COLLAGE FEATURE

Instagram is launching a limited-time collage feature for the first week of January. It's simplifying how users create visual year-in-review stories by arranging multiple photos in a single frame. It is accompanied by themed “Add Yours” templates and festive text effects to amplify community connection during the New Year season.

HOW CAPITAL ONE INCREASES CUSTOMER ENGAGEMENT THROUGH EXPERIENTIAL MARKETING

Capital One's collaboration with Moroccan artist Hassan Hajjaj during Miami Art Week showed its focus on culturally immersive experiences. The event, a replica of Hajjaj's Moroccan tea house, combined art, food, and storytelling to offer guests a tangible connection to hospitality and creativity. With handcrafted decor, artisan tea, and vibrant visuals, the experience felt both thoughtful and cohesive.