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From MedTech devices and AI-enabled hardware to cloud platforms and AI drug discovery, AI technologies are increasingly central to inventorship and innovation across sectors. As AI becomes embedded in regulated medical technologies such as Software as a Medical Device (SaMD) and AI-enabled diagnostics, new evidentiary and regulatory considerations are emerging in patent disputes. This session reviews recent AI-related patent cases and examines how courts are shaping litigation and portfolio strategy going forward.

  • How are parameters around patent eligibility evolving in AI cases.
  • How litigation strategy and outcomes vary across a range of tech sectors including AI-enabled hardware, software, multifunction innovation products and MedTech.
  • Address new evidentiary and regulatory considerations for handling AI in regulated technologies such as SaMD.
  • How are infringement theories are being used in AI patent litigation.
  • A review of recent cases like Nueral AI, LLC v. NVIDIA Corp., and Solos Technology’s complaint against Meta and EssilorLuxottica.

Author:

Erin Bell

Lead Counsel, Global Data, Digital & Technology
Takeda Pharmaceutical

Erin Bell

Lead Counsel, Global Data, Digital & Technology
Takeda Pharmaceutical

Author:

Martin McGee

Honorable Judge
State of North Carolina, Judicial District

Martin McGee

Honorable Judge
State of North Carolina, Judicial District

Author:

Nirav Desai

Partner
Sterne Kessler

Nirav Desai

Partner
Sterne Kessler

Author:

Rama Elluru

Senior Advisor for AI Governance and Intellectual Property
Special Competitive Studies Project

Rama Elluru

Senior Advisor for AI Governance and Intellectual Property
Special Competitive Studies Project

Author:

Ayan Afridi

IP Counsel
Verizon

Ayan Afridi

IP Counsel
Verizon
 

Nirav Desai

Partner
Sterne Kessler

Nirav Desai

Partner
Sterne Kessler

Nirav Desai

Partner
Sterne Kessler

The rise of the 505(b)(2) pathway is changing how branded pharmaceutical and biotech companies approach lifecycle management and litigation. Unlike ANDA generics, 505(b)(2) applicants can enter earlier with differentiated products while relying on branded data, creating a hybrid competitive threat that often falls outside traditional Orange Book assumptions. Join this workshop to hear a discussion around defence strategies from a panel of experts from the generic and innovator industries.

  • How in-house teams can identify and defend against 505(b)(2) challenges.
  • Distinguish ANDA generics from 505(b)(2) applicants and the implications for defence strategy.
  • Identify early warning signs through development activity, regulatory engagement, and competitor monitoring.
  • Analyse how formulation, dosing, and delivery changes are used to avoid listed patents.

Author:

Chris Slavinsky

Chief Legal Officer
Innovo Research

Chris Slavinsky

Chief Legal Officer
Innovo Research

Author:

Christina Brown-Marshall

Principal
Fish & Richardson

Christina Brown-Marshall

Principal
Fish & Richardson

Under Director Squires’ leadership, the PTAB has seen reduced reliance on discretionary denials and a recalibrated role for inter partes review. This session brings together former PTAB faculty and experienced PTAB litigators to examine how institution standards are being applied in practice, why certain challenges are proving less viable than before, and when alternatives such as ex parte re-examination may offer a more effective path.

  • Why challengers are re-assessing IPR risk and turning to ex parte re-examination, including trade-offs around timing, estoppel, and examiner workload.
  • How patent owners are using PTAB uncertainty to influence parallel litigation and settlement leverage.
  • Practical guidance on selecting and sequencing invalidity tools in the current PTAB environment
  • Consider venues in alternative jurisdictions such as the EPO and UPC.

Author:

Deborah Sterling

Director
Sterne Kessler

Deborah Sterling

Director
Sterne Kessler

Author:

Ryan Daniel

Associate General Counsel
Fresenius Kabi

Ryan Daniel

Associate General Counsel
Fresenius Kabi

Author:

Victoria Reines

Principal Counsel
Sanofi

Victoria Reines

Principal Counsel
Sanofi

Author:

Scott E. Kamholz

Former Administrative Patent Judge
USPTO

Scott E. Kamholz

Former Administrative Patent Judge
USPTO

This judges’ panel offers candid insight into how courts approach patent disputes involving complex technologies, including software, electronics, and standards-based products. Drawing on recent decisions and, judges from key US jurisdictions will discuss what most influences outcomes from claim construction and technical tutorials to expert testimony and damages models.

Author:

Klaus Grabinski

Honorable Judge & President of the Court of Appeals
Unified Patent Court (UPC)

Klaus Grabinski

Honorable Judge & President of the Court of Appeals
Unified Patent Court (UPC)

Author:

Christopher J. Burke

Magistrate Judge
U.S. District Court for the District of Delaware

Christopher J. Burke

Magistrate Judge
U.S. District Court for the District of Delaware

Author:

MaryJoan McNamara

Administrative Law Judge
US ITC

MaryJoan McNamara

Administrative Law Judge
US ITC

Author:

Roy S. Payne

Magistrate Judge
United States District Court for the Eastern District of Texas

Roy S. Payne

Magistrate Judge
United States District Court for the Eastern District of Texas

Author:

Mark Baghdassarian

Partner
McDermott Will & Schulte

Mark Baghdassarian

Partner
McDermott Will & Schulte

Hatch-Waxman case outcomes are often decided by early choices that shape risk, cost, and leverage long before trial. This session offers a structured review of how companies are building and defending Hatch-Waxman cases, from the first Paragraph IV notice through to final judgement.

  • Identify strategic decision points from Paragraph IV notice to trial, and where early decisions most influence outcomes.
  • Review recent key Hatch-Waxman cases and examine how their outcomes have influenced litigation strategy.
  • Managing evidence, discovery scope, and expert strategy.
  • Compare US Hatch-Waxman litigation strategy to parallel approaches in Canada and other key jurisdictions, including differences in timing, remedies and leverage.

Author:

Kevin Yurkerwich

Senior IP Counsel, IP Lead RLT
Novartis

Kevin Yurkerwich

Senior IP Counsel, IP Lead RLT
Novartis

Author:

Laura Chubb

Director – Global IP Litigation
Organon

Laura Chubb

Director – Global IP Litigation
Organon

Author:

Megan Chacon

Principal
Fish & Richardson

Megan Chacon

Principal
Fish & Richardson

Author:

John Kirkland

Executive Director, Intellectual Property and Litigation Counsel
Alkermes

John Kirkland

Executive Director, Intellectual Property and Litigation Counsel
Alkermes

Author:

Hon. Mitchell S. Goldberg

Former Chief Judge
United States District Court, Eastern District of Pennsylvania

Hon. Mitchell S. Goldberg

Former Chief Judge
United States District Court, Eastern District of Pennsylvania

This presentation uses litigation and settlement data to examine how patent type, timing, and strategy influence settlement outcomes, retained exclusivity, and overall leverage across pharma patent litigation.

Author:

Charles Haisch

Executive VP Legal & Regulatory Analysis
IPD Analytics

Charles Haisch

Executive VP Legal & Regulatory Analysis
IPD Analytics

Author:

Scott Allen

VP Legal & Regulatory Analysis
IPD Analytics

Scott Allen

VP Legal & Regulatory Analysis
IPD Analytics