If you have ever asked how does AI works, the short answer is simple: AI works by finding patterns in data and using those patterns to make predictions, decisions, or generate new outputs. It does not think like a human. It processes inputs, applies learned patterns, and produces a result based on how the system
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AI Copyright Litigation: Where the Key Cases Stand
Why AI Copyright Litigation Matters Now
The litigation wave has moved from theory to active precedent
AI copyright litigation no longer sits in the abstract. Courts have now issued early fair use rulings on AI training, and those rulings have started to shape how publishers, creators, model developers, and investors assess legal exposure. Morrison Foerster…
Examples of Trade Secrets in Tech and B2B Businesses
By Brian Hall
Tech companies lose value when internal know-how leaks. A rival does not need your whole product roadmap. A rival only needs one process, one list, one model, one playbook. Trade secret law gives you a tool to protect that value when you treat the information like an asset.
This article walks through examples of trade…
CIPA Pen Register Claims After Camplisson v Adidas
CIPA pen register claims now drive a new wave of website tracking lawsuits. A recent federal ruling in Camplisson v Adidas gave plaintiffs more room to pursue claims tied to pixels and similar tracking tools. Site owners who rely on analytics or ad pixels should treat this shift as a compliance trigger, not background noise. …
AI Copyright Memorization: New Research Raises Litigation Risk for Model Outputs
AI copyright memorization now drives real product risk, not academic debate. A new paper, Extracting books from production language models, reports a method for pulling long blocks of in-copyright book text from several production-grade language models.
Model output matters because it sits in front of customers. If a model reproduces protected text, plaintiffs can frame…
FTC Influencer Guidelines: Brands and Creators Must Be Aware Before Posting
Influencer marketing drives real-world consumer behavior. In situations where followers believe an endorsement is genuine, it shapes how they spend money and what products they trust. That’s why the Federal Trade Commission (FTC) regulates influencer endorsements under its Endorsement Guides, which were updated in 2023 to clarify rules across social platforms.
The area of concern…
AI Legislation in the U.S.: What Founders Need to Know Before Deploying
There is currently no comprehensive federal statute specifically governing AI; however, regulatory agencies and state legislatures have issued guidance, enforcement actions, and laws that collectively form a developing patchwork of AI-related regulations. Founders face conflicting obligations from state legislatures, federal agencies, and political shifts that swing with each administration.
The Biden administration issued a non-binding…
What Are Intellectual Property Rights? A Strategic Breakdown for Founders and Operators
Intellectual property rights are legal claims to non-physical assets. These rights give businesses the power to protect, license, and commercialize the products of human effort, whether that effort produces code, content, designs, formulas, or data sets.
IP rights are enforced under different legal systems: patents and copyrights are primarily federal, trademarks can be protected under…
AI in Legal Services: How It’s Reshaping the Profession
AI is no longer a theory in the legal field; it’s an operational infrastructure. Many law firms are experimenting with AI for research, drafting, e-discovery, and analytics, though adoption varies by practice area and firm size. But with new tools come new risks. This article explains where AI fits in legal services today, what it…
Deepfake Legislation: What the Law Covers Today and Where It’s Going
Deepfake technology creates synthetic images, videos, and audio that mimic real people with near-perfect accuracy. What started as novelty content now powers scams, impersonation, political interference, and nonconsensual pornography. The threat is no longer hypothetical. The law is working to catch up.
While there is still no broad federal ban on all deepfakes, Congress passed…