Cogent Insights Licensing Inc v. Evolve 3 Holdings Pty Ltd

I. Executive Summary and Procedural Information

• Parties & Counsel:
  • Plaintiff: Cogent Insights Licensing Inc. (Canada)
  • Defendant: Evolve 3 Holdings Pty Ltd (Australia)
  • Plaintiff's Counsel: Rabicoff Law LLC
• Case Name: Cogent Insights Licensing Inc. v. Evolve 3 Holdings Pty Ltd
• Case Identification: 2:26-cv-00718, E.D. Tex., 08/20/2026
• Venue Allegations: Venue is alleged to be proper because the Defendant is a foreign corporation, has committed acts of patent infringement in the district, and Plaintiff has suffered harm there.
• Core Dispute: Plaintiff alleges that Defendant's unspecified "Exemplary Defendant Products" infringe a patent related to multifactorial optimization systems, particularly those employing game-theoretic and economic principles for resource allocation.
• Technical Context: The technology concerns methods for optimizing complex systems, such as ad hoc wireless networks, by creating a synthetic micro-economy where autonomous agents negotiate for resources using principles of game theory and auctions.
• Key Procedural History: The asserted patent is a divisional of an application that issued as U.S. Patent No. 8,874,477, which itself claims priority to a provisional application filed in 2005. This extensive prosecution history may be relevant for claim construction purposes.

Case Timeline

Date	Event
2005-10-04	'797 Patent Priority Date
2014-10-28	'797 Patent Application Date
2017-10-17	'797 Patent Issue Date
2026-08-20	Complaint Filing Date

II. Technology and Patent(s)-in-Suit Analysis

U.S. Patent No. 9,794,797 - "Multifactorial optimization system and method"

• Patent Identification: U.S. Patent No. 9,794,797, titled "Multifactorial optimization system and method," issued on October 17, 2017 (the "'797 Patent"). Compl. ¶9

The Invention Explained

• Problem Addressed: The patent's background describes the challenge of optimizing communities of elements (or "agents") that have conflicting requirements and overlapping resources, such as in an ad hoc wireless communications network. Compl. ¶9 '797 Patent, col. 1:14-19 Traditional systems may suffer from inefficiency, lack of fairness, and instability, particularly when nodes act in their own self-interest without a coordinating mechanism. '797 Patent, col. 19:45-54
• The Patented Solution: The invention proposes a system that applies principles of market economics and game theory to self-organize a network. '797 Patent, col. 15:26-34 It describes creating a "synthetic economic value" or internal currency that agents can use to bid for resources in automated auctions. '797 Patent, abstract This allows for decentralized resource allocation based on the agents' own valuation of their needs, guided by programmed incentives and disincentives, aiming for an efficient outcome for the network as a whole. '797 Patent, col. 15:26-38 '797 Patent, Fig. 8
• Technical Importance: This approach provided a framework for managing complex, decentralized systems like mobile ad hoc networks, where direct central control is impractical and cooperation among self-interested nodes must be incentivized. ('797 Patent, col. 24:1-4).

Key Claims at a Glance

• The complaint alleges infringement of one or more claims, identifying them as the "Exemplary '797 Patent Claims," but does not specify which claims are asserted. Compl. ¶11 Compl. ¶16 For the purpose of this analysis, independent claim 19 is selected as representative of the patented technology for a device.
• Independent Claim 19: A wireless network device comprising:
  • an antenna system, configured to transduce radio frequency waves, the antenna system having an alterable directional radiation pattern having a first state associated with a first directional vector and a different second state associated with a second directional vector; and
  • an automated controller comprising a cooperative agent which operates according to a strategy, configured to:
  • establish a communication with at least one other remote wireless communication device, having a respective cooperative agent which operates according to a respective strategy, through the antenna system;
  • conduct a negotiation employing game theoretic decision-making with the respective cooperative agent of the at least one other remote wireless communication device, to define the alterable directional radiation pattern to a selected one of the first state and the second state to self-organize the wireless network...;
  • controlling the antenna system to assume the selected one of the first state and the second state; and
  • communicating information through the antenna system.

III. The Accused Instrumentality

Product Identification

The complaint identifies the accused instrumentalities as the "Exemplary Defendant Products." Compl. ¶11 No specific product names or models are provided in the complaint document itself.

Functionality and Market Context

The complaint alleges that the accused products "practice the technology claimed by the '797 Patent." Compl. ¶16 It states that the products are made, used, offered for sale, sold, and/or imported by the Defendant. Compl. ¶11 The complaint does not provide sufficient detail for any further analysis of the accused instrumentality's specific functionality or market context. No probative visual evidence provided in complaint.

IV. Analysis of Infringement Allegations

The complaint does not contain claim charts, but states that they are included in an attached "Exhibit 2," which was not provided for this analysis. Compl. ¶16 The following chart summarizes the infringement theory for representative independent claim 19, based on the complaint's general allegations and the patent's description of the invention.

'797 Patent Infringement Allegations

Claim Element (from Independent Claim 19)	Alleged Infringing Functionality	Complaint Citation	Patent Citation
a wireless network device for operation in a wireless network, comprising: (a) an antenna system, configured to transduce radio frequency waves, the antenna system having an alterable directional radiation pattern having a first state... and a different second state...	The complaint alleges the Exemplary Defendant Products are wireless network devices that include an antenna system with a radiation pattern that can be altered between at least two different states.	¶11; ¶16	col. 99:5-10
(b) an automated controller... configured to: (i) establish a communication with at least one other remote wireless communication device... through the antenna system;	The complaint alleges the products contain an automated controller that establishes communication with other remote devices.	¶11; ¶16	col. 100:1-14
(ii) conduct a negotiation employing game theoretic decision-making with the respective cooperative agent... to define the alterable directional radiation pattern... to self-organize the wireless network...	The complaint alleges the controller conducts a negotiation using game-theoretic principles with other devices to determine its antenna radiation pattern as part of a self-organizing network protocol.	¶11; ¶16	col. 29:20-40
(iii) controlling the antenna system to assume the selected one of the first state and the second state; and	The complaint alleges the controller directs the antenna system to adopt the radiation pattern selected during the negotiation.	¶11; ¶16	col. 99:50-100:4
(iv) communicating information through the antenna system.	The complaint alleges the device then communicates information using the selected antenna state.	¶11; ¶16	col. 99:11-19

• Identified Points of Contention:
  • Scope Questions: The claims rely on highly abstract, functional language. A central dispute will likely concern whether the accused products' communication protocols can be properly characterized as a "negotiation employing game theoretic decision-making" as required by the claim. A defendant may argue that its standard networking protocols, while complex, do not rise to the level of "game theoretic decision-making" or involve "cooperative agents" in the manner described by the patent.
  • Technical Questions: The complaint provides no technical details about the accused products. A key question for the court will be what evidence exists that the accused products actually perform the claimed self-organizing, negotiation-based functions. The analysis will need to determine if the product's operation matches the specific economic and auction-based models detailed in the '797 Patent's specification.

V. Key Claim Terms for Construction

• The Term: "negotiation employing game theoretic decision-making"

• Context and Importance: This term is the functional heart of the independent claims. The outcome of the case may depend heavily on whether the accused devices' resource-allocation protocols are found to fall within the scope of this term. Practitioners may focus on this term because it appears to be a point of novelty over prior art networking systems.

• Intrinsic Evidence for Interpretation:

  • Evidence for a Broader Interpretation: The patent specification describes a wide range of economic activities, stating that an "economic optimization may be achieved using a market-finding process, such as an auction." '797 Patent, col. 24:2-4 A party could argue this supports a broad construction covering any protocol that arbitrates access among competing nodes based on some value-based criteria.
  • Evidence for a Narrower Interpretation: The specification provides detailed descriptions of very specific and complex auction types, such as Vickrey-Clarke-Groves (VCG) auctions. '797 Patent, col. 35:23-28 A party could argue that the term should be limited to these specific, formally defined game-theoretic mechanisms, rather than covering more general networking protocols.

• The Term: "cooperative agent"

• Context and Importance: This term defines the nature of the "automated controller." Its construction is critical to determining what level of autonomy or intelligence a device's software must exhibit to infringe.

• Intrinsic Evidence for Interpretation:

  • Evidence for a Broader Interpretation: The patent frequently uses "agent" and "node" interchangeably when describing the network participants. '797 Patent, col. 29:20-53 This could support an argument that any network node executing a protocol qualifies as a "cooperative agent."
  • Evidence for a Narrower Interpretation: The patent describes agents as acting to "maximize its own state based on its own value function" within a "market economy." '797 Patent, col. 15:30-34 This language could support a narrower construction requiring the controller to perform explicit, self-interested economic calculations, rather than merely executing a standard network protocol.

VI. Other Allegations

• Indirect Infringement: The complaint alleges induced infringement, stating that Defendant sells the accused products and provides "product literature and website materials inducing end users and others to use its products in the customary and intended manner that infringes the '797 Patent." Compl. ¶14
• Willful Infringement: The willfulness allegation is based on post-suit knowledge. The complaint asserts that Defendant has knowledge of its infringement "at least since being served by this Complaint and corresponding claim charts." Compl. ¶15

VII. Analyst's Conclusion: Key Questions for the Case

• A core issue will be one of definitional scope: can abstract, functional terms from the patent, such as "negotiation employing game theoretic decision-making," be construed to cover the standardized communication and resource-arbitration protocols of the accused products? The case may turn on whether these terms are interpreted broadly to mean any system that balances competing interests, or narrowly to require the specific, complex auction models detailed in the patent specification.
• A key evidentiary question will be one of operational correspondence: given the complaint's lack of technical specifics, the central factual dispute will be whether Plaintiff can produce evidence demonstrating that the accused products' real-world operations map onto the highly theoretical, multi-step optimization and economic modeling processes required by the asserted claims.