Crypto Bulls Beware: Friday Could Be Crucial — Here’s Why Markets Are Holding Their Breath

Digital asset traders brace for volatility as key economic data drops Friday—potentially reshaping the entire crypto landscape overnight.

The Inflation Equation

Fresh inflation numbers hitting Friday could either turbocharge the bull run or send crypto portfolios into defensive mode. With Bitcoin hovering near recent highs, every basis point matters more than Wall Street analysts' morning coffee.

Regulatory Dominoes

Simmering regulatory developments might finally boil over this week. Watch for SEC movements that could either legitimize the space or send traders scrambling—because nothing says financial innovation like waiting for government permission slips.

Technical Breakout Zones

Major cryptocurrencies approach critical resistance levels. A clean break above these barriers could trigger algorithmic buying frenzies, while rejection would test bulls' conviction harder than a crypto influencer explaining their latest NFT purchase.

Friday's data doesn't just move markets—it separates diamond hands from paper portfolios. In crypto, sometimes the most bullish move is knowing when to hold 'em and when to question why traditional finance still runs on quarterly reports and three-martini lunches.

Adobe AI Foundry produces text, images, and videos

The customized large language models (LLMs) within Adobe’s AI Foundry are capable of producing text, images, and videos. In addition, the AI models can produce other outputs like 3D scenes using Adobe’s Firefly AI models. After producing content, the AI Foundry fine-tunes the customized models for each enterprise using their intellectual property. Adobe will charge businesses based on usage instead of using a seat-based business model like in its other products.

The San Jose-based company has been active in the artificial intelligence space. In early 2023, the company released its Firefly models and trained them on licensed data. Firefly is capable of generating images, video, audio, and vector graphics and helps creators ideate and collaborate within the platform. Companies have utilized Firefly models to generate over 25 billion assets.

Hannah Elsakr, vice president of generative AI new business ventures at Adobe, said, “The way we think about it, maybe more layman’s terms, is that we’re surgically reopening the Firefly-based models”

She explained that businesses will benefit from “all the world’s knowledge” built into Adobe’s image or video models. She added that Adobe incorporates enterprises’ intellectual property (IP), such as brand footage or specific shot styles, into this process. “We then retrain [the model],” she said, describing what Adobe calls continuous pre-training, where the model is “overweighted” to emphasize certain brand elements. Elsakr noted that because the company retrains its base model, Adobe refers to this process as DEEP tuning rather than simple fine-tuning.

Most companies fine-tune their large language models by connecting the model’s API and retraining it to answer based on their preferences. Some models can be fine-tuned with a single prompt. Other AI companies, like OpenAI, make it easy for customers to fine-tune models like its o3 mini for many reasoning tasks.

Elsakr explained that the custom models are designed to help brands manage their marketing campaigns more efficiently. Once a company creates an advertisement, the model can automatically adapt it for new seasons, languages, or formats without starting from scratch. This approach lets brands maintain a consistent look and feel while speeding up production. She added that the goal is not to replace designers or marketers but to give them smarter, more capable tools that make personalization and creative adjustments easier.

The Home Depot and Walt Disney Imagineering are two early customers of Adobe AI Foundry.

Molly Battin, senior vice president and chief marketing officer at The Home Depot, explained that her company is always looking for innovative ways to improve customer experience and streamline workflows. She said, “Adobe’s AI Foundry represents an exciting step forward in embracing cutting-edge technologies to deepen customer engagement and deliver impactful content across our digital channels.”

Elsakr predicts that companies will utilize three versions of Firefly, including the Foundry version, for a majority of products and projects, a customized Firefly for unique concepts, and a base Firefly model, because some teams look for an AI with less corporate knowledge.

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