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Edge
Edge

Edge is a company based in San Francisco that specializes in AI-driven patent writing tools. Edge aims to streamline the patent drafting process, helping inventors and legal professionals create high-quality patents more efficiently. The company's software assists in drafting claims, descriptions, and backgrounds for patents, potentially reducing errors and improving the overall quality of patent applications.

AI Tools & Software
Garden
Garden

Garden Intelligence is an AI-powered platform designed to streamline and enhance the patent process for various stakeholders, including R&D organizations, inventors, patent prosecutors, and litigators. It combines AI reasoning models, a patent search index, and web scraping to provide tools for tasks such as invalidity searches, claim chart generation, and infringement analysis.

AI Tools & Software
DeepIP
DeepIP

DeepIP, an AI-powered personal assistant designed to streamline the patent drafting process and manage responses to office actions. It aims to free intellectual property (IP) practitioners from tedious tasks, allowing them to focus on delivering greater value to their clients. DeepIP can summarize lengthy documents quickly, providing essential insights at a glance.

AI Tools & Software
Patlytics
Patlytics

Patlytics a company specializing in AI-powered patent intelligence solutions. Patlytics offers a platform that assists with various aspects of the patent lifecycle, including patent drafting, prosecution, litigation, and portfolio management. The platform leverages AI and large language models (LLMs) to streamline patent-related processes and enhance efficiency for IP professionals.

AI Tools & Software
Patented AI
Patented AI

Patented AI provides an essential tool to help individuals and companies protect against inadvertently sharing personal identifying information, trade secrets, and all other sensitive data with virtually all LLMs, enabling individuals across all industries to get on-device sensitive data checks and protection.

AI Tools & Software
IP Copilot
IP Copilot

IP Copilot is an AI-powered platform designed to revolutionize intellectual property (IP) management, helping organizations discover, capture, curate, and protect their IP more efficiently. It uses AI to streamline the invention disclosure process, perform real-time prior art searches, and facilitate quick filing decisions.

AI Tools & Software

AI Law Articles, Reports & Other Publications

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Lessons Learned from 2024 and the Year Ahead in AI Litigation
Lessons Learned from 2024 and the Year Ahead in AI Litigation
AI Publications

This report reflects on the evolution of AI-related litigation in 2024, detailing how plaintiffs diversified beyond copyright claims into new fronts like trademark dilution, false advertising, right of publicity, and unfair competition. It emphasizes a key insight: while early copyright lawsuits faltered, savvy plaintiffs are adapting strategies and naming broader defendant classes—signaling a sharp uptick in legal complexity for AI developers. This trend matters to legal professionals because it marks a shift from isolated disputes to systemic risk exposure, making proactive counsel and strategic defense critical as new cases continue to roll in. Offering forward-looking clarity on forthcoming U.S. Copyright Office guidance and potential court rulings, the piece equips IP litigators and in-house counsel with practical foresight to navigate 2025’s AI‑driven legal terrain.

Machine Vision, Medical AI, and Malpractice
Machine Vision, Medical AI, and Malpractice
AI Publications

This article by Zach Harned, Matthew P. Lungren, and Pranav Rajpurkar explores the critical intersection of machine-vision AI in medical imaging and how it complicates malpractice liability. It reveals that AI's interpretability and diagnostic accuracy could reduce physician liability, while also raising fresh questions for manufacturers under product‑liability and “learned intermediary” doctrines. For legal professionals, this matters because it spotlights evolving standards of care, regulatory classification by the FDA, and strategic liability planning in healthcare AI deployment. The piece delivers actionable insight into balancing innovation and patient safety, prompting practitioners to reassess advice to clients in the fast-evolving medical‑AI landscape.

AI on Our Terms
AI on Our Terms
AI Publications

This article delivers a comprehensive set of consumer‑centric principles for governing AI personal assistants, emphasizing how clear terms of service, transparent data use, and specified delegation boundaries empower users and shape responsible AI deployment. It outlines critical protections—like explicit privacy terms, opt‑out training clauses, and liability limits—that matter deeply to legal professionals advising on AI‑driven user interfaces and compliance. By spotlighting real‑world risks—such as privacy erosion, unauthorized spending, and overreach of autonomous agents—the piece drives home why robust contract design and regulatory alignment are essential now. With actionable clarity and legal foresight, the article urges practitioners to draft AI terms that safeguard consumer rights while fostering innovation.

Retrieval-augmented generation (RAG): towards a promising LLM architecture for legal work?
Retrieval-augmented generation (RAG): towards a promising LLM architecture for legal work?
AI Publications

This forward-looking analysis explores how RAG combines external document retrieval with LLM generation to dramatically reduce hallucinations and enhance factual grounding in legal tasks. Johnston spotlights a November 2024 randomized trial showing that while GPT‑4 speeded up legal work, it didn’t improve accuracy—suggesting RAG’s retrieval layer offers the key breakthrough. This matters for legal professionals because it shows a tangible path to reliable, citation-capable AI tools, built on verifiable sources like statutes and case law. By demonstrating that RAG-equipped systems can elevate LLMs from flashy assistants to trusted research partners, the article invites lawyers and legal tech developers to rethink how they deploy AI in practice.

AI Auditing: First Steps Towards the Effective Regulation of Artificial Intelligence Systems
AI Auditing: First Steps Towards the Effective Regulation of Artificial Intelligence Systems
AI Publications

This digest piece proposes a framework for government‑mandated AI audits, drawing on financial auditing standards to ensure transparency across an AI system’s full lifecycle—from data and model development to deployment. It emphasizes that professional, standards‑based oversight can foster public trust and accountability without stifling innovation, turning audits into drivers of advancement rather than burdensome compliance. Legal professionals will find it essential for understanding what credible, institutionalized AI governance could look like and how regulators may begin enforcing it. By offering actionable reforms and highlighting the role of independent auditors, this article equips lawyers and policymakers with practical guidance to shape and prepare for the next phase of AI regulation.

FTC Announces Crackdown on Deceptive AI Claims and Schemes
FTC Announces Crackdown on Deceptive AI Claims and Schemes
AI Publications

This press release from the FTC unveils Operation AI Comply, targeting five companies (including DoNotPay and Rytr) for deceptive AI claims—such as fake legal services and AI-driven e-commerce schemes. It highlights that the FTC enforces existing law: misusing AI tools to deceive consumers or generate fake reviews is illegal. This matters for legal professionals because it marks a sharp pivot toward proactive, AI-focused consumer protection, illustrating how liability and enforcement frameworks are evolving in the AI era. With tangible outcomes—fines, cease-and-desist orders, and court actions—this release equips lawyers with critical insights on how to counsel clients offering AI-powered services.

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