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This paper explores the training auto-regressive models for personalized image generation to achieve comparable fidelity to diffusion-based methods through a two-stage optimization process.
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Diverse data (images, text, audio) is notoriously difficult to analyze. HP's upcoming webinar [14] shows how multimodal large language models can help you integrate and analyze these different data formats more effectively. Whether you're new to multimodal analysis or looking to enhance your current methods, you'll learn to create real-world applications, this session will provide valuable strategies for making better data-driven decisions. Save your virtual
VistaDPO improves video-text alignment by optimizing preference learning across spatial and temporal dimensions using a new 7.2K sample dataset and hierarchical optimization.
REVERSE introduces a training and inference pipeline that enables VLMs to self-detect and revise hallucinations.
A dynamic evaluation framework that uses competitive multi-agent simulations to benchmark LLMs across reasoning, knowledge, and planning tasks.
A new two-stage generative framework for clothing design that enables detailed control over silhouette, color, and logos. It also introduces GarmentBench, a large dataset for multi-conditional garment synthesis.
It is well known that Gemini's vision capabilities are quite good. This post explores one specific use case in segmentation which is surprisingly easy.
Rebellions, South Korea's first AI chip unicorn, merged with SK Telecom's Sapeon to compete globally against giants like Nvidia. The company aims to produce energy-efficient AI chips - its Rebel chip promises significant power savings over Nvidia's H100. With support from top talent and strategic partnerships, Rebellions is targeting international growth and plans to IPO by 2026.
LTX video model is a state-of-the-art open video model.
Starting today, Gemini Advanced users can generate videos using the Veo 2 model, translating text-based prompts into high-resolution, cinematic videos.
OpenAI launched the ChatGPT Image Library on the Web and Android/iOS for Free, Plus, and Pro users.
Bitcoin's reaction to macro and industry shocks has shifted from panic selling to reinforcement of its narrative as a hedge against traditional assets. A 21Shares report forecasts that a year-end price of $138,555 is reasonable, given that the current cycle mirrors 2021's post-China-ban reset, with disillusionment in traditional finance and rising global liquidity. Onchain metrics, like long-term holder accumulation, combined with growing spot ETF inflows and clearer regulation suggest the market remains in a bullish consolidation phase.
Crypto liquid funds incurred losses up to 70% in Q1 2025, driven by macro turmoil and heavy altcoin exposure. Fund managers focusing on smaller, high-conviction positions based on fundamentals rather than momentum are narrowing portfolios to six to ten quality tokens and are exploring crypto-exposed equities. The shift coincides with anticipations of clearer US regulation, new liquid vehicles launching, and venture firms adopting flexible mandates to capitalize on token market mini-cycles.
ElizaOS, the team behind the Eliza AI agent framework, released auto.fun as a fair-launch token platform. It aims to create long-term incentives and community building through features like liquidity NFTs minted on graduation, AI-generated content, and the ability to launch an agent alongside a token. With the ElizaV2 framework launching soon, the platform will likely become the primary platform for new agent deployments.
Ethereum is undergoing a strategic shift to correct years of misalignment between long-term principles and short-term execution, focusing now on scaling the Layer 1, improving UX, strengthening leadership, and building tighter L1-L2 integration. The Ethereum Foundation is taking a more active role in coordination and product direction. The broader community has been encouraged to update its messaging and mindset to reflect this new era of user-centered, execution-driven evolution.
Crypto is regulatory arbitrage rather than an outright improvement over TradFi. DeFi simply replicates traditional services in permissionless code to sidestep compliance. There are inherent risks, including hacks, irreversible losses, and hyper-financialization, that are “features” of crypto's openness. There might be a shift toward “neofeudalism,” where crypto whales become decentralized lords over networked fiefdoms, displacing state monetary control. Building specialized skills, diversified hard-asset portfolios, and strong networks are critical to survive in this emerging landscape.
Tokenized content is little more than chaotic, creator-dominated tokens that fail to deliver lasting utility or fair market dynamics. Orderly attention markets are a novel concept aimed at using external data or onchain metrics to create a market around social media engagement and mindshare. Platforms like Noise.xyz's perp markets driven by Kaito mindshare or Kizzy's bets on post interactions offer structured speculation but face challenges around data accuracy, oracle trust, and liquidity. The vision is to formalize attention into transparent, rule-based markets.
Coinbase Developer Platform's AgentKit had an extremely successful quarter, with millions of social impressions, over 20k deployed agents, and 2k+ developers building with AgentKit. Highlights include a Coinbase SF AI hackathon, launch day support for OpenAI's Agents SDK, and integrations with other CDP products like Smart Wallets and Onramp. The product is now in a strong position, with future secret updates aimed at allowing agents to pay for countless web2 services.
Token launches on Base continue to increase, with over 28k launched using Zora and 32k on pump.fun in a single day challenging the usual weekend slowdown in memecoin activity.
The Ethereum (L1) ecosystem now holds ~$190B in total value locked (TVL), reflecting user deposits across stablecoins, lending, liquid staking, and DEX apps.
Privy now supports native USDC funding on Solana, allowing users to add funds via Apple Pay, credit card, or exchange accounts.
According to broker Charles Schwab's CEO, crypto spot trading will ‘likely' launch within the next 12 months.
Scheduled for September 17–18, Webflow Conf 2025 will offer both virtual access and a live event in New York City. The conference is set to explore web trends, AI, and product updates, with sessions designed for designers, marketers, and agencies. Registrations have opened - an invitation code is required for in-person attendance.
Canva Code is a new AI tool that lets users create interactive digital experiences without coding. It enables users to build things like product guides, calculators, and mini-games by entering prompts. The generated code is shareable, easy to embed, and includes safeguards to ensure safe, ethical use.
Microsoft is testing new 3D-style icons for its Office apps that feature layered designs and color gradients. While some users find them more fun and visually appealing, others see them as too complex. The company is currently gathering feedback and no final decision has been made yet.
Businesses should adopt a “lift, redesign, and shift” strategy focused on domestic production, flexible design, and localization to address rising tariffs. Prioritizing modularity, advanced tech, and greenfield solutions help create resilient, cost-effective supply chains. This design-first mindset turns tariff challenges into innovation opportunities.
AI tools like Cursor and ChatGPT empower designers to create real projects through clear, thoughtful prompts. Strong prompting leads to better results, making collaboration between human creativity and AI a defining part of design's future where prompting becomes a core design skill.
Play is a prototyping platform that allows designers to quickly build interactive iOS mockups using drag-and-drop elements. Its key feature, Play to Xcode, converts these mockups into full Xcode projects with Swift code and API support, streamlining the handoff from design to development.
DreamActor-M1 is a cutting-edge framework that creates detailed human animations with precise control over facial expressions and body movements from a single image.
Pure Anim is a no-code CSS keyframe SVG animation tool. It lets users control keyframes visually and exports animations in various formats, including CSS, JSON, and GSAP.
This browser extension lets you preview over 1,000 Google Fonts and custom fonts live on any website, with adjustable settings and instant updates for easier design.
In the era of agentic software engineering, the focus is shifting from pure functionality to emotional impact. Creating emotional connections through design builds trust, enhances user experience, and sets great products apart in a market full of functional options.
Design teams rely on four key types of guidance: principles, heuristics, patterns, and charters to align decisions, improve usability, and enhance collaboration. Each plays a distinct role, and together they create a cohesive system that strengthens both product quality and team performance.
Production company Fight underwent a bold rebrand led by The Negra, dropping “Films” from its name and unveiling a tiger-inspired wordmark with fanged letterforms. The new identity, supported by a grid-based visual system, combines modern grotesque and classic serif fonts to reflect the company's evolving, action-driven spirit and creative ambition.
Although fast, customizable, and low-cost, AI-generated stock graphics often struggle with quality, consistency of style, and licensing.
The Super Genius Society reimagines education with tactile materials, a playful design, and a lo-fi aesthetic.
Karst is a modern geometric sans-serif typeface with sharp, nature-inspired details that offers 18 styles and broad language support for versatile use in web and editorial design.
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Modern products move fast—until you try to sell to an enterprise. Suddenly you need SSO, SCIM, audit logs, and more [4] just to get through the door.
The AI market feels frothy - startups are raising at astronomical valuations despite minimal revenue. With foundation models becoming commoditized, three signals separate winners from losers: talent density, brand strength, and data feedback loops. Startups can copy UI and rent compute, but they can't easily replicate a fast, tight proprietary loop trained on millions of live, structured interactions.
AI avatars are evolving beyond basic lip-syncing into dynamic, expressive characters with full-body movement, emotional nuance, and real-time interaction. As quality improves, they are transforming content creation, marketing, and communication for consumers, SMBs, and enterprises.
The big news this week is OpenAI's rumored $3 billion acquisition of coding assistant Windsurf. The reason a model company paid so much for an application isn't just about diversifying revenue streams - these coding assistants generate incredibly valuable proprietary data about how developers write and choose between code suggestions - data that's far more useful than what's available in public repositories. This creates a feedback loop where better applications capture better data, which trains better models. We'll likely see this pattern repeat as AI labs rush to acquire applications in biology, healthcare, and legal fields, where private data is even more scarce and valuable than in coding.
For SaaS companies "spending to grow," SSEBITDA (Steady-State EBITDA) reveals whether your core business model actually works by measuring profitability if you maintained current revenue without growth. The formula—EBITDA + Sales/Marketing - Cost of Cancellation—improves on earlier metrics by accounting for customer churn replacement costs. This shows not just if you're profitable now, but whether you'd be profitable in steady-state. The related "Profitable Growth Rate" calculation tells you exactly how fast you can self-fund growth while staying profitable. Watch this metric directionally rather than obsessing over the absolute number, especially if you're seeing improvement in the component inputs over time.
Silicon Valley follows two laws: Richard Sutton's "bitter lesson," which says overwhelming compute beats clever logic, and Silicon Valley's understanding that startups aren't meant to be businesses that make money steadily—they're assets designed to be sold for huge sums all at once. Despite the recent wave of efficient AI startups like Arcade ($5M revenue with 5 employees) and Genspark ($10M in nine days), the fundamental model hasn't changed. Windsurf is reportedly selling to OpenAI for $3 billion after building a profitable coding tool with a small team, which confirms that even the most efficient modern startups aren't being built to keep their profits. The goal remains to sell shares, not generate cash flow. "Efficiency" is just today's trendy scale on which startup shares are weighed.
Tusk Venture Partners has declared traditional VC dead and is shifting to an "equity-for-services" model to help startups with regulatory challenges. It will continue supporting its current portfolio until 2031.
Build ML models from a problem description.
Zencoder is an AI coding assistant that helps developers ship faster with deep context awareness and 20+ integrations.
Bolt x Figma turns any Figma design into a full-stack app in one click—perfect for rapid prototyping and production-ready builds.