DETAILED ACTION
Response to Amendment
Responsive to the Amendment filed July 28, 2025. Claims 1-3, 6-9, 11-12, and 15-20 were amended. Claims 1-20 are presented. The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA .
Response to Arguments
Applicant's arguments have been fully considered but they are not persuasive.
In the remarks, the Applicant argues with substance:
Argument: As amended, claim 1 recites "causing, based on the updated map, the vehicle to execute a maneuver." (Emphasis added). Applicant submits that at least performing these recited claim features in the mind would not be practical, since the human mind is not equipped to cause, unassisted, "a vehicle to execute a maneuver," as recited in claim 1, as amended. Claims 10 and 19 recite similar features. Therefore, claims 1, 10, and 19 are directed to patent-eligible subject matter under step 2A (Prong 1), and steps 2A (Prong 2) and 2B need not be applied.
In response, the Examiner respectfully disagrees. As explained in the 101 rejection below, the claimed invention is directed to the concept of performing a map update based on a determination that there is a change. This judicial exception is not integrated into a practical application similar to that shown in MPEP 2106.05. The claims do not include additional elements that are sufficient to amount to significantly more than the judicial exception and do not integrate the abstract idea into a practical application because they do not impose any meaningful limits on practicing the abstract idea. The implementation of the abstract idea on generic computers and/or generic computer components does not add significantly more, similar to how the recitation of the computer in Alice amounted to mere instructions to apply the abstract idea on a generic computer. The claims merely invoke the additional elements as tools that are being used in their ordinary capacity.
The addition of the step of causing, based on the updated map, the vehicle to execute a maneuver is merely “insignificant extra-solution activity” (post-solution activity) which do not amount to "significantly more" than the abstract idea. The claimed concept is related to identifying road marking changes and updating a map based on the changes. The step of executing a maneuver is not directly related to this concept and is performed after the map update. Simply appending well-understood, routine and conventional activities previously known to the industry, specified at a high level of generality, to the abstract idea (see Alice, 134 S. Ct. at 2360), adding insignificant extra-solution activity to the abstract idea, such as mere data gathering in conjunction with the abstract idea (see Mayo, 132 S. Ct. at 1297–98); and generally linking the use of the judicial exception to a particular technological environment or field of use (see, e.g., Mayo 132 S. Ct. at 1300–01) are examples that did not qualify as “significantly more” based on the Interim Guidance.
Further, the courts have found that simply limiting the use of the abstract idea to a particular environment does not add significantly more. Thus, taken alone, the additional elements do not amount to significantly more than the above-identified judicial exception (the abstract idea).
Additionally, the October 2019 Update explains on pages 7-8 that claims do recite a mental process when the claim limitations can practically be performed in the human mind. Examples of claims that recite mental processes include Electric Power Group, LLC which was directed to collection information, analyzing it, and displaying certain results of the collection and analysis and Classen which was directed to collecting and comparing known information. The courts have also found that claims that require a generic computer may still recite a mental process even though the limitations are not performed entirely in the human mind (page 8 of the October 2019 Update). The Applicant’s specification does not provide any indication that the additional elements are anything other than a generic, off-the-shelf computer
Drawings
The drawings are objected to under 37 CFR 1.83(a). The drawings must show every feature of the invention specified in the claims. Therefore, the feature of causing, based on the updated map, the vehicle to execute a maneuver must be shown or the feature(s) canceled from the claim(s). No new matter should be entered.
Corrected drawing sheets in compliance with 37 CFR 1.121(d) are required in reply to the Office action to avoid abandonment of the application. Any amended replacement drawing sheet should include all of the figures appearing on the immediate prior version of the sheet, even if only one figure is being amended. The figure or figure number of an amended drawing should not be labeled as “amended.” If a drawing figure is to be canceled, the appropriate figure must be removed from the replacement sheet, and where necessary, the remaining figures must be renumbered and appropriate changes made to the brief description of the several views of the drawings for consistency. Additional replacement sheets may be necessary to show the renumbering of the remaining figures. Each drawing sheet submitted after the filing date of an application must be labeled in the top margin as either “Replacement Sheet” or “New Sheet” pursuant to 37 CFR 1.121(d). If the changes are not accepted by the examiner, the applicant will be notified and informed of any required corrective action in the next Office action. The objection to the drawings will not be held in abeyance.
Claim Rejections - 35 USC § 101
35 U.S.C. 101 reads as follows:
Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title.
Claims 1-20 are rejected under 35 U.S.C. 101 because the claimed invention is directed to non-statutory subject matter. The claimed invention is directed to the concept of performing a map update based on a determination that there is a change. This judicial exception is not integrated into a practical application. The claims do not include additional elements that are sufficient to amount to significantly more than the judicial exception and do not integrate the abstract idea into a practical application because they do not impose any meaningful limits on practicing the abstract idea.
The Examiner will further explain in view of the 2019 Revised Patent Subject Matter Eligibility Guidance using exemplary claim 1:
1. A method, comprising:
identifying, by one or more computing devices, a road marking in a road trajectory of a vehicle using an artificial intelligence (AI) model and sensor data from a sensor of the vehicle, and
updating, by the one or more computing devices, a map based on a determination that there is a change in road markings in the road trajectory, wherein the determination is based on at least on-board data generated when the vehicle is traversing the road trajectory and off-board data generated using stored data; and
causing, based on the updated map, the vehicle to execute a maneuver.
The claim recites a series of steps and therefore is directed to a process, which satisfies step 1 of the Section 101 analysis. Under the new two-prong inquiry, the claim is eligible at revised step 2A unless it: Prong One: the claim recites a judicial exception; and Prong Two: the exception is not integrated into a practical application of the exception.
The above claim steps are directed to the concept of performing a map update based on a determination, which is an abstract idea that can be performed by a user mentally and falls within the Mental Processes grouping. (Prong one: YES, recites an abstract idea) and is also a fundamental economic principle of mitigating risk and falls within the Certain Methods of Organizing Human Activity.
The October 2019 Update explains on pages 7-8 that claims do recite a mental process when the claim limitations can practically be performed in the human mind. Examples of claims that recite mental processes include Electric Power Group, LLC which was directed to collection information, analyzing it, and displaying certain results of the collection and analysis and Classen which was directed to collecting and comparing known information. The courts have also found that claims that require a generic computer may still recite a mental process even though the limitations are not performed entirely in the human mind (page 8 of the October 2019 Update). The Applicant’s specification does not provide any indication that the additional elements are anything other than a generic, off-the-shelf computer
The claim recites the use of one or more computing devices, artificial intelligence model, and a sensor on a vehicle These additional elements are generic and are being used in their ordinary capacity. The use of this additional element amounts to generally linking the use of the judicial exception to a particular technological environment or field of use. Employing well-known computer functions to execute an abstract idea, even when limiting the use of the idea to one particular environment, does not add significantly more, similar to how limiting the abstract idea in Flook to petrochemical and oil-refining industries was insufficient. As explained by the Supreme Court, a claim directed to a judicial exception cannot be made eligible "simply by having the Appellant acquiesce to limiting the reach of the patent for the formula to a particular technological use." Diamond v. Diehr, 450 U.S. 175, 192 n.14, 209 USPQ 1, 10 n. 14 (1981). Thus, limitations that amount to merely indicating a field of use or technological environment in which to apply a judicial exception do not amount to significantly more than the exception itself. (MPEP 2106.05(h)).
The addition of the step of causing, based on the updated map, the vehicle to execute a maneuver is merely “insignificant extra-solution activity” (post-solution activity) which do not amount to "significantly more" than the abstract idea. The claimed concept is related to identifying road marking changes and updating a map based on the changes. The step of executing a maneuver is not directly related to this concept and is performed after the map update. Simply appending well-understood, routine and conventional activities previously known to the industry, specified at a high level of generality, to the abstract idea (see Alice, 134 S. Ct. at 2360), adding insignificant extra-solution activity to the abstract idea, such as mere data gathering in conjunction with the abstract idea (see Mayo, 132 S. Ct. at 1297–98); and generally linking the use of the judicial exception to a particular technological environment or field of use (see, e.g., Mayo 132 S. Ct. at 1300–01) are examples that did not qualify as “significantly more” based on the Interim Guidance.
The claim limitations do not include additional elements that are sufficient to amount to significantly more than the judicial exception and do not integrate the abstract idea into a practical application because it does not impose any meaningful limits on practicing the abstract idea. (Prong Two: NO, does not recite additional elements that integrate the abstract idea into a practical application similar to that shown in MPEP 2106.05).
Under step 2B, the claimed invention does not recite additional elements that are indicative of an inventive concept. The additional elements when considered both individually and as an ordered combination do not amount to significantly more than the abstract idea. Mere instructions to apply an exception using a generic computer component cannot integrate a judicial exception into a practical application at Step 2A or provide an inventive concept in Step 2B.
Furthermore, it is noted that the implementation of the abstract idea on generic computers and/or generic computer components does not add significantly more, similar to how the recitation of the computer in Alice amounted to mere instructions to apply the abstract idea on a generic computer. The claims merely invoke the additional elements as tools that are being used in their ordinary capacity. Further, the courts have found that simply limiting the use of the abstract idea to a particular environment does not add significantly more. Thus, taken alone, the additional elements do not amount to significantly more than the above-identified judicial exception (the abstract idea). Looking at the limitations as an ordered combination adds nothing that is not already present when looking at the elements taken individually. There is no indication that the combination of elements improves the functioning of a computer or improve any other technology. Their collective functions merely provide generic computer implementation.
Regarding computer functions, MPEP 2106.05(d)(II) states: The courts have recognized the following computer functions as well‐understood, routine, and conventional functions when they are claimed in a merely generic manner (e.g., at a high level of generality) or as insignificant extra-solution activity:
i. Receiving or transmitting data over a network, e.g., using the Internet to gather data, Symantec, 838 F.3d at 1321, 120 USPQ2d at 1362 (utilizing an intermediary computer to forward information); TLI Communications LLC v. AV Auto. LLC, 823 F.3d 607, 610, 118 USPQ2d 1744, 1745 (Fed. Cir. 2016) (using a telephone for image transmission); OIP Techs., Inc., v. Amazon.com, Inc., 788 F.3d 1359, 1363, 115 USPQ2d 1090, 1093 (Fed. Cir. 2015) (sending messages over a network); buySAFE, Inc. v. Google, Inc., 765 F.3d 1350, 1355, 112 USPQ2d 1093, 1096 (Fed. Cir. 2014) (computer receives and sends information over a network); but see DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d 1245, 1258, 113 USPQ2d 1097, 1106 (Fed. Cir. 2014) ("Unlike the claims in Ultramercial, the claims at issue here specify how interactions with the Internet are manipulated to yield a desired result‐‐a result that overrides the routine and conventional sequence of events ordinarily triggered by the click of a hyperlink." (emphasis added));
ii. Performing repetitive calculations, Flook, 437 U.S. at 594, 198 USPQ2d at 199 (recomputing or readjusting alarm limit values); Bancorp Services v. Sun Life, 687 F.3d 1266, 1278, 103 USPQ2d 1425, 1433 (Fed. Cir. 2012) ("The computer required by some of Bancorp’s claims is employed only for its most basic function, the performance of repetitive calculations, and as such does not impose meaningful limits on the scope of those claims.");
iii. Electronic recordkeeping, Alice Corp., 134 S. Ct. at 2359, 110 USPQ2d at 1984 (creating and maintaining "shadow accounts"); Ultramercial, 772 F.3d at 716, 112 USPQ2d at 1755 (updating an activity log);
iv. Storing and retrieving information in memory, Versata Dev. Group, Inc. v. SAP Am., Inc., 793 F.3d 1306, 1334, 115 USPQ2d 1681, 1701 (Fed. Cir. 2015); OIP Techs., 788 F.3d at 1363, 115 USPQ2d at 1092-93;
v. Electronically scanning or extracting data from a physical document, Content Extraction and Transmission, LLC v. Wells Fargo Bank, 776 F.3d 1343, 1348, 113 USPQ2d 1354, 1358 (Fed. Cir. 2014) (optical character recognition); and
vi. A web browser’s back and forward button functionality, Internet Patent Corp. v. Active Network, Inc., 790 F.3d 1343, 1348, 115 USPQ2d 1414, 1418 (Fed. Cir. 2015).
Below are examples of other types of activity that the courts have found to be well-understood, routine, conventional activity when they are claimed in a merely generic manner (e.g., at a high level of generality) or as insignificant extra-solution activity.
i. Recording a customer’s order, Apple, Inc. v. Ameranth, Inc., 842 F.3d 1229, 1244, 120 USPQ2d 1844, 1856 (Fed. Cir. 2016);
ii. Shuffling and dealing a standard deck of cards, In re Smith, 815 F.3d 816, 819, 118 USPQ2d 1245, 1247 (Fed. Cir. 2016);
iii. Restricting public access to media by requiring a consumer to view an advertisement, Ultramercial, Inc. v. Hulu, LLC, 772 F.3d 709, 716-17, 112 USPQ2d 1750, 1755-56 (Fed. Cir. 2014);
iv. Identifying undeliverable mail items, decoding data on those mail items, and creating output data, Return Mail, Inc. v. U.S. Postal Service, -- F.3d --, -- USPQ2d --, slip op. at 32 (Fed. Cir. August 28, 2017);
v. Presenting offers and gathering statistics, OIP Techs., 788 F.3d at 1362-63, 115 USPQ2d at 1092-93;
vi. Determining an estimated outcome and setting a price, OIP Techs., 788 F.3d at 1362-63, 115 USPQ2d at 1092-93; and
vii. Arranging a hierarchy of groups, sorting information, eliminating less restrictive pricing information and determining the price, Versata Dev. Group, Inc. v. SAP Am., Inc., 793 F.3d 1306, 1331, 115 USPQ2d 1681, 1699 (Fed. Cir. 2015).
Claim Rejections - 35 USC § 112
The following is a quotation of the first paragraph of 35 U.S.C. 112(a):
(a) IN GENERAL.—The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor or joint inventor of carrying out the invention.
The following is a quotation of the first paragraph of pre-AIA 35 U.S.C. 112:
The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor of carrying out his invention.
Claims 1-20 are rejected under 35 U.S.C. 112(a) or 35 U.S.C. 112 (pre-AIA ), first paragraph, as failing to comply with the written description requirement. The claim(s) contains subject matter which was not described in the specification in such a way as to reasonably convey to one skilled in the relevant art that the inventor or a joint inventor, or for applications subject to pre-AIA 35 U.S.C. 112, the inventor(s), at the time the application was filed, had possession of the claimed invention. Newly amended limitations “causing, based on the updated map, the vehicle to execute a maneuver” does not appear to be supported by the original disclosure and therefore is deemed new matter. No where in the disclosure nor specifically in the claimed embodiment of identifying road markings and updating a map based on road marking changes, does the disclosure support the step of causing the vehicle to execute a maneuver subsequent to updating the map. Clarification of support is requested.
Conclusion
Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a).
A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action.
Any inquiry concerning this communication or earlier communications from the examiner should be directed to Ramsey Refai whose telephone number is (313)446-4867. The examiner can normally be reached M-F 9am-5pm EST.
Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice.
If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Kito Robinson can be reached at (571) 270-3921. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300.
Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000.
/RAMSEY REFAI/Primary Examiner, Art Unit 3664