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Pharmaceutical Industry Risk Management Artificial Intelligence

Hogan Lovells

2025 Horizons Life Sciences and Health Care

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In 2025, Life Sciences and Health Care (LS&HC) companies face rapidly evolving regulatory paradigms that create transactional risks and require daily monitoring. After more than 70 national elections in 2024, the dust hasn’t...more

Snell & Wilmer

Securities Class Action Litigation Surges in Dollar Value Despite Steady Filing Numbers

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Cornerstone Research recently published its Securities Class Action Filings—2025 Mid-Year Assessment. The report contains useful data and information about the securities class action landscape thus far this year. The...more

Fenwick & West LLP

10 Critical Missteps to Avoid When Building AI Governance Policies for Life Sciences Companies

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Life sciences companies racing to harness artificial intelligence often stumble into preventable traps that can derail innovation and create lasting legal exposure. ...more

Thomas Fox - Compliance Evangelist

AI Today in 5: August 11, 2025, The ACHILLES Project Episode

Welcome to AI Today in 5, the newest addition to the Compliance Podcast Network. Each day, Tom Fox will bring you 5 stories about AI to start your day. Sit back, enjoy a cup of morning coffee, and listen in to the AI Today In...more

Fenwick & West LLP

What We’re Watching Ahead of BIO 2025: Trends Shaping the Future of Biotech

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As we head into BIO 2025 in Boston, our teams are closely watching trends in biotech and how those affect financings, business development, IP protection, risk, and litigation strategy. Here are eight key trends we’re...more

Hogan Lovells

AI Summit panelists weigh emerging data & privacy risks for novel technology

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Hogan Lovells and the AI Health Care Coalition recently hosted their fourth annual AI Health Law & Policy Summit, where thought leaders and policymakers gathered to discuss a variety of topics including data and privacy...more

McDermott+

An MA Extravaganza: Overview of the Final Rule and Rate Announcement

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This past week, the Trump administration put its first major stamp on the Medicare Advantage (MA) program. The Centers for Medicare & Medicaid Services (CMS) released two final regulatory documents related to MA: - The...more

Butler Snow LLP

Junk Science: What Courts are Seeing and How It Affects Us: A Judge’s Eye View

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Trial lawyers, especially defense lawyers in the pharmaceutical and medical device arena, strive to ensure that “junk science” stays out of the courtroom. Unfortunately, that is often wishful thinking. When I spoke with an...more

McDermott Will & Schulte

FDA Reveals AI Development Cheat Sheet in Highly Anticipated Draft Guidances

Early in the new year, the US Food and Drug Administration (FDA) released two anticipated draft guidance documents focused on artificial intelligence (AI): Artificial Intelligence-Enabled Device Software Functions: Lifecycle...more

Troutman Pepper Locke

A Model’s Credibility Is in the Details: FDA Draft Guidance on the Use of AI Models in Drug and Biological Product Development

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In January, the U.S. Food and Drug Administration (FDA) issued its first guidance on the use of artificial intelligence (AI) models in drug development and in regulatory submissions titled, “Considerations for the Use of...more

Rothwell, Figg, Ernst & Manbeck, P.C.

From Algorithms to Approvals: Navigating AI in Drug and Biological Product Regulation

On January 6, 2025, the FDA released draft guidance on using artificial intelligence (AI) in regulatory decision-making for drugs and biological products. The draft guidance – the first of its kind from the agency – aims to...more

Ropes & Gray LLP

The Biden Administration’s Swan Song on Digital Health: Two FDA Guidances on Artificial Intelligence and FDA’s Defense of its...

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In the waning days of the Biden administration, the FDA released a flood of new guidance documents and other agency actions, including several important items related to digital health. On January 7, FDA published two new...more

DLA Piper

Key Takeaways from FDA’s Draft Guidance on Use of AI in Drug and Biological Life Cycle

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The US Food and Drug Administration (FDA) recently issued its draft guidance, Considerations for the Use of Artificial Intelligence to Support Regulatory Decision-Making for Drug and Biological Products, on January 6, 2025. ...more

Hogan Lovells

FDA unveils long-awaited guidance on AI use to support drug and biologic development

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The U.S. Food and Drug Administration (FDA) recently published its long-awaited draft guidance on considerations for the use of artificial intelligence (AI) to support regulatory decision-making for drug and biologics, which...more

ArentFox Schiff

FDA Issues New Recommendations on Use of AI for Medical Devices, Drugs, and Biologics

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In its most recent effort to keep pace with advancing technology, the US Food and Drug Administration (FDA) recently issued two draft guidances on the use of artificial intelligence (AI) in the context of drugs, biologics,...more

Faegre Drinker Biddle & Reath LLP

FDA Issues Detailed Guidance for Biopharma Industry on What Information to Provide to FDA About Use of AI Models

On January 7, 2025, the Food and Drug Administration (FDA) made available a draft guidance for industry (GFI) titled “Considerations for the Use of Artificial Intelligence to Support Regulatory Decision-Making for Drug and...more

MoFo Life Sciences

FDA Releases Draft Guidance on Evaluating the Risk and Credibility of AI Used in Establishing Drug and Device Safety,...

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This post is part of MoFo’s 2025 Intersection of AI and Life Sciences blog series. In this blog series, we explore how artificial intelligence is revolutionizing research, innovation, and patient care in the life sciences....more

Orrick, Herrington & Sutcliffe LLP

FDA Proposes Draft Guidance on Assessing the Credibility of AI Models Used in Drug and Biological Product Submissions

The FDA has shared its first draft guidance on how sponsors should assess the credibility of artificial intelligence (AI) models to support FDA decisions regarding drug safety, effectiveness or quality. The agency noted an...more

Foley & Lardner LLP

AI Drug Development: FDA Releases Draft Guidance

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On January 6, 2025, the U.S. Food and Drug Administration (FDA) released draft guidance titled Considerations for the Use of Artificial Intelligence To Support Regulatory Decision-Making for Drug and Biological Products...more

Sterne, Kessler, Goldstein & Fox P.L.L.C.

FDA Issues Draft Guidance Documents on Artificial Intelligence for Medical Devices, Drugs, and Biological Products

FDA recently issued two draft guidance documents discussing: (1) the use of artificial intelligence (AI) to produce information to support a regulatory decision about a drug or biological product’s safety, effectiveness, or...more

Fenwick & West LLP

FDA Issues Draft Guidances on AI in Medical Devices, Drug Development: What Manufacturers and Sponsors Need to Know

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The Food and Drug Administration (FDA) has recently released two draft guidance documents (Artificial Intelligence-Enabled Device Software Functions: Lifecycle Management and Marketing Submission Recommendations and...more

Fenwick & West LLP

What Startups and Big Pharma Need to Know About AI Drug Discovery

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Integrating AI tools into drug discovery introduces a mix of opportunities and challenges for startups and large pharmaceutical companies. These challenges often center on intellectual property (IP) risks, licensing...more

Hogan Lovells

FDA’s evolving regulatory framework for AI use in drug & device clinical trials and research

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U.S. Food and Drug Administration (FDA) Commissioner Robert Califf, M.D., and other senior FDA officials recently published a “Special Communication” in JAMA describing FDA’s concerns with the use of AI in medical product...more

Fenwick & West LLP

Some AI-Discovered Drugs Carry More IP Risks Than Others - Here's Why

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AI is poised to revolutionize drug discovery, but uncertainty in developing protectable IP in this emerging field creates a host of potential risks for companies innovating in this space. Further complicating things: not all...more

Fenwick & West LLP

Balancing AI-Powered Drug Discovery’s Risk and Reward

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AI is shaving years off the drug-discovery process. But it’s not just leaving other research modalities in the dust—the law itself is struggling to keep up, especially when it comes to patenting AI-aided drug discovery....more

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