Invalidity dossier
US 7865538
Desktop, stream-based, information management system
Current assignee: Mirror Worlds Technologies, LLC
Added 9/30/2026, 9:53:36 PM
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Patent summary
Title, assignee, inventors, filing/issue dates, abstract, and a plain-language overview of the claims.
I'll search for authoritative information on this specific patent.
Let me check for any 2026 CAFC activity specifically involving this patent.
US Patent 7,865,538 — Report
Search scope note. I searched for the literal identifier 7865538 (US 7,865,538, "’538"). Results for the granted patent itself are consistent and authoritative (Google Patents, the granted-PDF front page, Justia, FreePatentsOnline). I found no CAFC docket bearing a 2026 date that specifically names the ’538 patent; the appellate matters I could identify are older case numbers. Details and caveats below.
1. Bibliographic data
| Field | Value |
|---|---|
| Patent number | US 7,865,538 B2 |
| Title | Desktop, stream-based, information management system |
| Application no. | 11/528,070 |
| Filing date | Sep. 26, 2006 |
| Issue (publication) date | Jan. 4, 2011 |
| Pre-grant publication | US 2008/0228714 A1 (Sep. 18, 2008) |
| Earliest priority (listed) | Jun. 28, 1996 (from US 08/673,255 → US 6,006,227) |
| Inventors | Randy Prager (New York, NY); Peter Sparago (Cheshire, CT); Stephen MarcAurele; David Gelernter (Woodbridge, CT); Eric Freeman (Branford, CT) |
| Assignee at issue | Mirror Worlds, LLC (Tyler, TX) |
| Current assignee (listed) | Mirror Worlds Technologies LLC |
| Attorney/agent | Cooper & Dunham LLP |
| Primary Examiner | Kuen S Lu |
| Claims | 27 claims, 11 drawing sheets |
| Int. Cl. | G06F 17/30; G06F 12/00 |
| Legal status (listed) | Expired – Fee Related; adjusted expiration Apr. 30, 2018 (terminal disclaimer / 671-day PTA) |
Family / priority chain (per the specification and front page): continuation of Ser. No. 09/892,385 (filed Jun. 26, 2001, now abandoned); which is a continuation‑in‑part of Ser. No. 09/398,611 (filed Sep. 17, 1999, now US 6,638,313); which is a continuation of Ser. No. 08/673,255 (filed Jun. 28, 1996, now US 6,006,227). Provisional benefits: 60/274,575 (Mar. 9, 2001) and 60/240,480 (Oct. 13, 2000). The specification also incorporates by reference a compact-disc deposit labeled "Scopeware 2.0" and "Vision 1.0" (files dated Jun. 25, 2001), plus a commercially published User Guide.
Assignment history of record (dated entries, taken literally): LifeStreams, Inc. and Yale University (Mar. 12, 2008) → Plainfield Specialty Holdings I Inc. / Recognition Interface, Inc. / Mirror Worlds Technologies, Inc. (Mar. 13, 2008) → Mirror Worlds, LLC (Mar. 13, 2008) → Mirror Worlds Technologies, LLC (Jun. 21, 2013).
Minor discrepancy worth noting: one third-party listing gives inventor MarcAurele's city as "Milford, CT," while the printed patent front page (PDF) gives "Meriden, CT." I have not been able to resolve which is correct from an authoritative source.
2. Abstract
"A steam-based [sic] document storage and retrieval system accepts documents that are in diverse formats and come from diverse application, automatically creates document model objects describing these documents in a consistent format and associating time stamps with the documents to automatically create a main stream in chronological order. The stream, or sub-streams meeting selected search criteria, are displayed in a variety of forms, including a receding, partly overlapping stack with aids that facilitate user interaction."
3. Plain-language overview of the disclosure
The patent describes the "Scopeware" system — a lifestreams-style desktop where documents are organized primarily by time, not by filename or folder location:
- Universal Document Object Model (DOM). Every incoming item — a Word file, email, bookmark, image, voicemail, calendar note, etc. — is automatically converted into a common "shell" containing a thumbnail, summary, keywords, owner, permissions, time stamp, index data, content type, and a Globally Unique Document ID. This happens for new files and legacy files alike (Fig. 2, steps S201–S215).
- Main stream. Items are placed in a single, unbounded, time-ordered stream with past, present and future portions; new items are inserted automatically in time order.
- Substreams. A search produces a new stream ("substream") that keeps living — newly arriving items matching the criteria are automatically inserted. Unlike a folder, a substream is auto-populating, persistent, and non-exclusive (an item can be in many substreams).
- Display. The primary view is a receding, foreshortened, partly overlapping stack of "browse cards," navigable with VCR-style controls.
- Glance view. Hovering the cursor over a browse card instantly shows a "glance view" — an abbreviated version of the document (thumbnail, summary, rich media cues) plus command buttons specific to that document's type and the user's permission level — with no click required.
- Other features described (not all claimed): granular per-document read/write/"aware" permissions (Fig. 6); asynchronous integration of peer-to-peer distributed search results into the time-ordered stream (Fig. 7); a "tri-state" folder-selection tree (Fig. 8); "bottom-up" and "top-down" stream models; RAIS (redundant array of inexpensive servers) architecture; and single-server, enterprise, distributed-enterprise and peer-to-peer deployment models.
4. Independent claims — plain language
The granted patent has 27 claims. Two independent claims are visible in the authoritative text I retrieved: claim 1 (method) and claim 10 (computer-readable medium, mirroring claim 1). The text of claim 10 is truncated in my source, and I could not confirm whether any further independent claim exists among claims 11–27. That is a stated uncertainty, not a negative finding.
Claim 1 — Method of operating a computer system
A method that:
- Accepts documents from diverse applications in their native formats;
- Automatically, without user interaction and without the user designating directory structures or other pre-imposed categorization schemes, stores those documents as a time-ordered main stream with automatically generated time indicators;
- The main stream is unbounded (accommodates past, present and future time indicators), requires no fixed beginning or end, and remains maintained/searchable;
- The stream is "live" — new documents are automatically incorporated while time-order is preserved;
- Given search criteria, the system searches the main stream and creates a time-ordered substream of matching documents;
- The substream is also live — newly provided documents meeting the criteria are automatically incorporated in time order;
- Displays at least a portion of the live main stream or substream in a way reflecting its time-ordered nature;
- Automatically shows a "glance view" of a displayed document in response to the cursor touching a screen area associated with that document — the glance view being an abbreviated, content-indicative version of the document — and that showing occurs essentially instantaneously.
Claim 10 — Computer-readable medium
A computer-readable medium tangibly embodying a program of instructions causing a computer system to perform a method with the same operative steps as claim 1 (diverse-format documents → automatic, no-user-categorization time-ordered unbounded live main stream → live time-ordered substream from search criteria → display reflecting time order → essentially instantaneous glance view on cursor touch). The claim text I retrieved cuts off mid-limitation, so the closing language should be verified against the granted printed patent.
Dependent claims (plain-language gist of claims 2–9)
- 2–3: Display the substream using representations that show document content; use abbreviated versions of the documents as those representations.
- 4: Display the representations as a receding, foreshortened stack of document representations.
- 5: Alternatively display them as a card gallery.
- 6: The glance view includes buttons for operations unique to the document's type, actuated by cursor touch.
- 7–8: Implement some steps using subsystems from another operating system (specifically Windows or Apple/Apple OS).
- 9: Documents reside as respective time-ordered streams on at least one server and on personal computers, and one PC searches across several such streams to build a time-ordered substream.
5. Litigation / CAFC status
What I could confirm:
- The ’538 patent is flagged on Google Patents as belonging to a family with litigation, with linked dockets including S.D.N.Y. case 1:17-cv-03473 and CAFC appeals 18-2276, 22-1600 and 22-1709.
- The prominently reported appellate matter is Facebook (Meta) v. Mirror Worlds Technologies, CAFC Nos. 22-1600 / 22-1709, in which the ’227, ’538, and ’439 patents were asserted. Reported disposition: the Federal Circuit affirmed the district court's judgment of non-infringement as to all three patents and dismissed Facebook's cross-appeal ("AFFIRMED AS TO THE APPEAL & DISMISSED AS TO THE CROSS-APPEAL").
- Earlier: Mirror Worlds, LLC v. Apple, Inc., E.D. Tex. No. 6:08-cv-88 (and a related later action 6:13-cv-00419), which generated claim-construction activity on related family patents including the term "stream" ("time-ordered sequence of data units that functions as a diary … past, present, and future").
What I could NOT confirm — flagged as uncertain:
- I found no CAFC docket filed or decided in 2026 that specifically identifies US 7,865,538. The most recent ’538-specific appellate activity I can identify is the Facebook appeals (case numbers beginning "22-"), and I could not establish the exact decision date from the sources retrieved. Any statement that the ’538 patent was before the Federal Circuit in 2026 would, on the evidence I have, be unsupported.
- The PatSnap litigation summary and the JD Supra entries I retrieved corroborate the parties, patents and outcome but did not expose an unambiguous decision date; treat the timing as unverified.
- Note also that the patent's recorded status is Expired – Fee Related, with an adjusted expiration of Apr. 30, 2018 — relevant to whether any 2026 enforcement activity is even possible.
6. Confidence summary
| Item | Confidence |
|---|---|
| Number, title, app. no., filing/issue dates, inventors, assignee, claims count, abstract | High — consistent across granted PDF, Google Patents, Justia |
| Priority chain and family relationships | High — quoted from the specification itself |
| Claim 1 content | High — verbatim from the granted text |
| Claim 10 content (tail) and existence of any additional independent claim | Low/unverified — source text truncated; verify against the printed patent |
| CAFC Facebook appeal outcome (non-infringement affirmed) | Medium-high — multiple secondary sources agree; exact date unverified |
| Any 2026 CAFC docket on ’538 | Not found — I cannot confirm one exists |
Primary sources consulted: https://patents.google.com/patent/US7865538/en; the granted-PDF front page at patentimages.storage.googleapis.com/.../US7865538.pdf; https://patents.justia.com/patent/20080228714; https://www.patsnap.com/.../facebook-v-mirror-worlds-technologies-stream-patent-appeal; JD Supra litigation summaries; https://www.freepatentsonline.com/y2012/0331022.html.
One caution on sources: several results returned language from US 2008/0228714 A1 (the pre-grant publication) and from a later continuation publication (US 2012/0331022). Those claim sets differ from the granted ’538 claim set — e.g., the application claims recite "document object models" and "browse cards" directly, while granted claim 1 recites an unbounded, live, time-ordered main stream with an instantaneous glance view. Do not conflate them.
Generated 9/30/2026, 10:01:11 PM
Cases on file (2)
Group view →Specific litigation cases in our database that name US patent 7865538. The free-form analysis below may also discuss cases beyond this list.
- Mirror Worlds Technologies, LLC v. Facebook, Inc. et al.filed May 9, 20171:17-cv-03473U.S. District Court for the Southern District of New Yorkterminated Dec 4, 2024affirmed on appeal
Defendants: Facebook, Inc., Meta Platforms, Inc.
- 1:17-cv-03473-JGKU.S. District Court for the Southern District of New Yorkterminated Mar 7, 2022dismissed; judgment of non-infringement affirmed on appeal
Defendants: Facebook, Inc. (renamed Meta Platforms, Inc.)
Litigation summary
Past and pending lawsuits — plaintiffs, defendants, jurisdictions, outcomes, and notable rulings.
I'll research litigation involving US patent 7865538. Let me run several searches.
Litigation involving U.S. Patent No. 7,865,538 ("Desktop, stream-based, information management system")
Bottom line: Based on my searches of patent-litigation sources (Google Patents litigation data, Unified Patents–derived docket links on the patent page, PACER-derived docket summaries, Federal Circuit opinions, Network‑1 SEC filings, and law-firm case summaries), the '538 patent was asserted in one patent infringement action — Mirror Worlds Technologies, LLC v. Facebook, Inc. (later v. Meta Platforms, Inc.) — plus its resulting appeals. I found no other district-court case in which the '538 patent itself was asserted.
1. The district court case
| Item | Detail |
|---|---|
| Plaintiff | Mirror Worlds Technologies, LLC — wholly-owned subsidiary of Network‑1 Technologies, Inc.; owner of the Mirror Worlds Patent Portfolio |
| Defendant | Facebook, Inc. (renamed Meta Platforms, Inc. during the case) |
| Jurisdiction / Court | U.S. District Court for the Southern District of New York (Judge John G. Koeltl), No. 1:17-cv-03473 (JGK) |
| Filing date | May 9, 2017 |
| Patents asserted | U.S. 6,006,227 ('227), U.S. 7,865,538 ('538), U.S. 8,255,439 ('439) |
| Accused products/features | Facebook's News Feed, Timeline and Activity Log (specifically the "Multifeed" and "Timeline" backend systems) |
| Charge | Willful patent infringement |
| Status / outcome | Closed March 8, 2022 on summary judgment of non-infringement; affirmed by the Federal Circuit on December 4, 2024 |
Procedural history (chronological):
- May 9, 2017 — Complaint filed in S.D.N.Y. (Network‑1 8‑K/10‑Q confirm the filing and the three asserted patents).
- 2018 — Judge Koeltl granted Facebook summary judgment of non-infringement before discovery closed. Reported at Mirror Worlds Techs., LLC v. Facebook, Inc., 320 F. Supp. 3d 538 (S.D.N.Y. 2018). Facebook also prevailed on a § 1404(a) transfer motion that Mirror Worlds defeated (Mirror Worlds Techs., LLC v. Facebook, Inc., No. 17-cv-3473 (JGK), 2017 WL 5634127 (S.D.N.Y. Nov. 20, 2017)) (casetext summary).
- Jan. 23, 2020 — Federal Circuit reversed and remanded (nonprecedential), holding the summary judgment premature on the factual record. Mirror Worlds Techs., LLC v. Facebook, Inc., 800 F. App'x 901 (Fed. Cir. 2020), Appeal No. 2018‑2276 (opinion by Judge Taranto) (CourtListener; vLex).
- March 2, 2022 — On remand, following claim construction and fact discovery, Judge Koeltl granted Facebook's renewed motion for summary judgment of non-infringement (rejecting Facebook's § 101 ineligibility defense). Reported at Mirror Worlds Techs., LLC v. Facebook, Inc., 588 F. Supp. 3d 526 (S.D.N.Y. 2022). Docket entry 312: "the court concludes that the asserted claims are patent-eligible under § 101, and that there was no infringement in this case as a matter of law… The Clerk is directed to enter judgment dismissing this case" (Justia docket). Case closed March 8, 2022.
- April 2022 — Cross-appeals filed: Nos. 2022‑1600 (Mirror Worlds' appeal of non-infringement) and 2022‑1709 (Facebook's/Meta's cross-appeal on § 101 eligibility) (Law360 case page; PatSnap identifies 22‑1709 as filed April 21, 2022).
- Dec. 4, 2024 — Federal Circuit affirmed the non-infringement judgment as to all three patents ('227, '538, '439) and dismissed Meta's cross-appeal as unnecessary because the patents expired more than six years earlier. "For the foregoing reasons, we affirm the judgment of the district court with respect to non-infringement of the '227, '538, and '439 patents, and we dismiss Facebook's cross-appeal." Costs awarded to Facebook (Fed. Cir. opinion, No. 22‑1600; FindLaw). Note in particular that the '538 analysis turned on the "glance view" limitation, and the court held Mirror Worlds' only supporting evidence (unauthenticated screenshots from third-party websites and related expert testimony) was properly excluded, foreclosing infringement of the '538 and '439 (Lexology summary; Schwabe summary).
- Feb. 21, 2025 — An Application for an Extension of Time was filed in the U.S. Supreme Court (docket 24A821), attaching the Federal Circuit's Dec. 4, 2024 opinion and judgment as appendices — i.e., an extension sought in connection with a contemplated petition for certiorari (supremecourt.gov PDF). I did not locate a granted/filed cert petition or any merits disposition; treat the certiorari stage as unconfirmed beyond the extension application.
2. Related matters you may encounter (not '538 cases)
To avoid mis-attribution, note that the better-known Mirror Worlds cases did not assert the '538 patent:
- Mirror Worlds, LLC v. Apple, Inc., No. 6:08-cv-00088 (E.D. Tex., Tyler Div.) — asserted U.S. 6,006,227, 6,638,313 ('313) and 6,725,427 ('427) only (jury verdict of $625.5M in Oct. 2010; vacated by the district court in 2011, 784 F. Supp. 2d 703; affirmed, 692 F.3d 1351 (Fed. Cir. 2012); cert. denied).
- Mirror Worlds Technologies, LLC v. Apple, Inc., No. 6:13-cv-00419, and Mirror Worlds Technologies, LLC v. [Microsoft Corp.](/litigations/by-plaintiff/Microsoft%20Corp.), et al., No. 6:13-cv-00941 (E.D. Tex., severed Dec. 10, 2013) — asserted only the '227 patent. Microsoft settled Nov. 6, 2015 for $4.65M (license to the "Mirror Worlds Patent Portfolio"); Apple settled July 8, 2016 for $25M (fully-paid license to the '227 patent plus "certain rights to other patents in our patent portfolio") (Network‑1 10‑Q disclosures).
- PTAB/post-grant activity: The Federal Circuit's 2024 opinion references Mirror Worlds' "prior presentations to the Patent and Trademark Office in a post-grant proceeding" regarding "data unit." I was not able to confirm from my sources whether any IPR/CBM petition specifically challenged the '538 patent; I therefore make no claim about PTAB proceedings on the '538.
3. Patent-status context (from the patent record)
Application 11/528,070, filed Sept. 26, 2006, granted Jan. 4, 2011; a continuation of Ser. No. 09/892,385 (filed June 26, 2001, abandoned), claiming benefit of provisionals 60/274,575 and 60/240,480 and a CIP of Ser. No. 09/398,611 (now U.S. 6,638,313), itself a continuation of 08/673,255 (now U.S. 6,006,227); earliest priority date June 28, 1996. Adjusted expiration April 30, 2018; status Expired – Fee Related. Current assignee of record: Mirror Worlds Technologies LLC. The Google Patents page's litigation links for this family correspond to the S.D.N.Y. case and the three Federal Circuit appeals listed above (1:17-cv-03473; 18-2276; 22-1600; 22-1709).
Caveats
- My search was targeted at the specific number 7,865,538 / US7865538B2; I excluded results for the sibling patents ('227, '313, '427, '439) except where needed to explain related matters.
- PACER itself was not directly queried; docket facts are drawn from PACER-derived secondary sources (Justia, CourtListener, Law360, Network‑1 SEC filings, Federal Circuit opinions). If you need certified docket confirmation (e.g., service dates, later protective-order or costs filings), pull the PACER docket for 1:17-cv-03473 and Federal Circuit Nos. 18-2276, 22-1600 and 22-1709, and the Supreme Court docket sheet for 24A821.
- I found no litigation in which the '538 patent was asserted against any party other than Facebook/Meta, and no foreign litigation specifically on the '538 patent (the Darts-IP "first worldwide family litigation" link on the patent page refers to family-level litigation data that I could not open directly).
Generated 9/30/2026, 10:01:12 PM
Proceedings on file (0)
All PTAB activity →AIA trial proceedings (IPR / PGR / CBM) filed at the USPTO Patent Trial and Appeal Board against this patent. Sourced from the USPTO Open Data Portal and refreshed every six hours; each proceeding number deep-links to the PTAB E2E docket.
Current assignee: Mirror Worlds Technologies, LLC
No PTAB proceedings on file. This patent has not been challenged via IPR, PGR, or CBM. The absence is itself a signal — well-asserted patents eventually attract IPRs. The LLM analysis below may surface filings the ODP feed hasn’t indexed yet.
PTAB challenges
AIA trial proceedings at the USPTO Patent Trial and Appeal Board — IPR, PGR, and CBM. Petitioners, judge panels, claim-level invalidation outcomes from Final Written Decisions, and Federal Circuit appeals. The single most important defensive datapoint after litigation history.
I'll research this before drafting. Let me run several searches.
PTAB / AIA Trial Report — US 7,865,538 ("Desktop, Stream-Based, Information Management System")
Bottom-line up front: Per the structured ODP data block, there are zero AIA trial proceedings (IPR/PGR/CBM) on US 7,865,538. My independent web search did not surface any petition against this patent that ODP might have missed. The only post-grant activity I can confirm in this family is a CBM against the parent '227 patent that was denied institution, plus ex parte reexaminations of related patents — none of it is an AIA trial on the '538. No proceeding numbers for the '538 exist, and I have not invented any.
Proceedings overview
Total AIA trial proceedings on US 7,865,538: 0 — 0 active, 0 with claims invalidated, 0 with claims sustained, 0 settled, 0 institution denials. This patent has never been the subject of an IPR, PGR, or CBM. That said, a defendant facing assertion today is in a strong position for reasons outside the PTAB: the Federal Circuit affirmed summary judgment of non‑infringement of the '538 (and its sibling '439) on 2024‑12‑04, and the patent expired 2018‑04‑30, so there is no injunctive exposure and only a six‑year (§ 286) damages look‑back.
Proceedings on US 7,865,538
None. The canonical structured list returns no AIA trials for this patent, and no search hit contradicted that. Rather than pad the report with speculative entries, the flagged related material is set out below — clearly labeled as not proceedings against the '538.
Flagged: CBM2016-00019 — Apple Inc. (with Best Buy Stores, LP and BestBuy.com, LLC) v. Mirror Worlds Technologies, LLC — ⚠️ NOT ON THE '538 PATENT
- Type: Covered Business Method review — challenging US 6,006,227 (the '538's ultimate parent), not the '538.
- Filed: CBM2016-00019 (Petition seeking § 101 and § 112 ¶ 2 review of claims 13, 14, 17, 20, 22, 42, 44, 55 of the '227 patent).
- Status: Institution DENIED — Paper 12, dated 2016‑05‑26.
- Judge panel: Not confirmed from the sources I could retrieve; the decision paper is public at PTAB E2E / PTAB Decisions.
- Petition grounds: § 101 eligibility and § 112 ¶ 2 indefiniteness against the '227 claims.
- Institution decision: Denied. The Board's denial reasoning is available in the decision PDF ("denying institution"), which I located via IPWatchdog: https://www.ipwatchdog.com/wp-content/uploads/2016/05/CBM2016-00019-denying-institution.pdf. Because institution was denied, no § 325(e) estoppel attached to Apple, Best Buy, or their privies on any ground.
- Final Written Decision: None — never instituted.
- Settlement / termination: N/A (denied at institution).
- Appeal: None (no appealable FWD).
- Defensive value: Because it is a pre‑institution denial and concerns a different patent, it has no direct estoppel or preclusive effect on the '538. It is useful background only — it shows the family has been attacked on § 101/§ 112 and the Board declined on the parent.
Flagged: Ex parte reexaminations of related Mirror Worlds patents — ⚠️ NOT AIA TRIALS
Public filings in the Meta litigation reference ex parte reexamination control numbers 90/010,506 and 90/011,347 on the '227/related patents, with a Notice of Intent to Issue Ex Parte Reexamination Certificate (90/010,506, 2011‑01‑28) and a Board decision in Reex. Control No. 90/011,347 (2013‑05‑30). Ex parte reexam is not an AIA trial and produces no PTAB trial statistics, no § 315(e) estoppel, and no FWD in the AIA sense. I flag them only to preempt confusion with PTAB activity; I could not confirm from my searches that the '538 itself was reexamined, so treat that as unverified.
Related litigation (non-PTAB) — context for the defensive posture
The '538 has been litigated, so it is not an untested paper patent:
- Mirror Worlds, LLC v. Apple Inc., No. 6:08‑cv‑00088 (E.D. Tex. 2008) — $625.5M jury verdict (2010‑10‑01) vacated on JMOL; affirmed, Mirror Worlds, LLC v. Apple Inc., 692 F.3d 1351 (Fed. Cir. 2012) (no direct or induced infringement; DOE vitiation).
- Mirror Worlds Technologies, LLC v. Meta Platforms, Inc. (f/k/a Facebook), No. 1:17‑cv‑03473‑JGK (S.D.N.Y.) — SJ of non‑infringement granted; earlier appeal at Mirror Worlds Techs., LLC v. Facebook, Inc., 800 F. App'x 901 (Fed. Cir. 2020) (Appeal No. 2018‑2276).
- Final CAFC decision: Mirror Worlds Techs., LLC v. Meta Platforms, Inc., Nos. 2022‑1600, 2022‑1709 (Fed. Cir. 2024‑12‑04), panel Prost, Taranto (author), Stark — precedential; affirmed summary judgment that Facebook did not infringe the '538 and '439 ("glance view" limitation) and did not reach the § 101 cross‑appeal because the patents expired. Opinion: https://www.lit-ip.aoshearman.com/siteFiles/48235/[IP%202]%2022-1600.OPINION.12-4-2024_2429866.pdf
Strategic summary
Claim status on the '538 (claims 1–27). Untested before the PTAB — no claim has been canceled, confirmed, or construed by the Board in an AIA trial. Every claim (1–27) therefore stands as issued and unamended. The relevant narrowing came from Article III, not the Board: the Federal Circuit affirmed that the accused Meta/Facebook features did not meet the "glance view" limitation recited in independent claim 1 (and in the '439), and the district court's construction of "data unit" as "an item of information" was upheld as consistent with the claim's "facially broad" scope. The '538's independent claim 1 is the stream/substream + automatic glance‑view‑on‑cursor‑touch claim, so the "glance view" defeat is directly on the money claim.
Estoppel landscape. There is no § 315(e)(2) estoppel against anyone on the '538, because no IPR was ever instituted. There is likewise no § 325(e) CBM estoppel, because CBM2016‑00019 was denied at institution (estoppel attaches only after a final written decision). Practically, a defendant today faces no statutory estoppel from prior PTAB activity, though the expired-patent reality and the § 286 six‑year look‑back (conduct from roughly 2012‑04 onward, since expiration was 2018‑04‑30) sharply limit what can still be asserted. On the other hand, the absence of any prior institution means there is no Board precedent on the '538's claim construction that a defendant could inherit.
Pattern signals. (1) No serial IPR petitioner on this patent — the "same petitioner files multiple IPRs" pattern is absent for the '538. (2) Apple was the aggressor in the family (the CBM, and the '227/IPR-adjacent reexams), but its CBM was knocked out at institution. (3) No defensive aggregator (e.g., Unified Patents) appears in the chain for the '538. (4) The patent owner, Mirror Worlds Technologies, LLC, has been a persistent but ultimately unsuccessful litigant — it pursued the Meta case through summary judgment and appeal (2022‑1600/1709) and lost, with costs taxed to Meta. This is a portfolio that gets asserted but does not get invalidated at the PTAB because it does not get there — it loses in court on infringement instead.
Recommended next steps
- If you are a defendant and the demand cites the '538: the cheapest and most decisive response is non‑infringement, not invalidity. Quote the Federal Circuit's 2024‑12‑04 disposition in Nos. 2022‑1600/1709 — it affirmed summary judgment of non‑infringement of the '538 and '439 on the "glance view" limitation and declined to reach § 101 because the patents expired. Link the opinion (above) and the district court decision, Mirror Worlds Techs., LLC v. Facebook, Inc., 588 F. Supp. 3d 526 (S.D.N.Y. 2022).
- Check the § 286 window first. The '538 (and its siblings) expired 2018‑04‑30. Any demand must be limited to accused conduct within six years before filing; post‑expiration use is not actionable. Confirm the expiration date against the PTAB/Patent Center file wrapper rather than relying solely on the Google Patents status line.
- Do not expect a PTAB runway. With the patent expired, an IPR is of limited practical utility (no amendment available, dispute largely retrospective), and there is no prior § 315(e) estoppel you can leverage or need to fear. If you nonetheless want an administrative record, IPR on § 102/§ 103 art remains formally available, but weigh it against the non‑infringement defense that has already worked twice.
- If you must verify the zero‑PTAB finding yourself (recommended before relying on it): search PTAB E2E / the USPTO PTAB Decisions portal for "7,865,538" and confirm no IPR/PGR/CBM was filed and no FWD issued; also confirm whether the '538 itself (not just the '227) was ever placed in ex parte reexamination. My search did not surface any such '538 proceeding, but I could not rule out a low‑visibility filing from the public sources available to me.
- Caveat on sourcing: the ODP block is the canonical list and reports no AIA trials; my web checks were consistent with that but were not exhaustive across every PTAB docket year. Treat the "0 proceedings" conclusion as well‑supported but verify against PTAB E2E before making it the centerpiece of a filing.
Generated 9/30/2026, 10:01:39 PM
Ownership chain (10)
Asserters network →Structured records extracted from the assignment-history narrative below. Each entity links to its full ownership-network profile.
2008-03-05 · recorded 2008-03-13 · Assignment
Plainfield Specialty Holdings I Inc.Mirror Worlds Technologies, Inc.
internal reorg
? · recorded 2008-03-12 · Assignment
chain-of-title cleanup
? · recorded 2008-03-12 · Assignment
David GelernterYale University
chain-of-title cleanup
? · recorded 2008-03-13 · Assignment
Mirror Worlds Technologies, Inc.Recognition Interface, Inc.
fire-sale
? · recorded 2008-03-13 · Assignment
Recognition Interface, Inc.Plainfield Specialty Holdings I Inc.
acquisition
? · recorded 2008-03-13 · Assignment
Mirror Worlds Technologies, Inc.Recognition Interface, Inc.
chain-of-title cleanup
? · recorded 2008-03-13 · Change of Name
Recognition Interface, Inc.Recognition Interface, Inc.
change of name only
? · recorded 2008-03-13 · Assignment
LIFESTREAMS, INC.Yale University
chain-of-title cleanup
? · recorded 2008-03-13 · Assignment
Yale UniversityMirror Worlds Technologies, Inc.
chain-of-title cleanup
2013-05-21 · recorded 2013-06-21 · Assignment
Mirror Worlds Technologies, Inc.Mirror Worlds Technologies, Inc.
transfer-to-asserter
Assignment history
Inventors, original assignee, and the chain of ownership recorded with the USPTO — including the correspondent attorney who recorded each assignment, since shell-LLC chains often share one repeat-player attorney even when the entity names look unrelated. Surfaces NPE / patent-troll patterns: shell-entity transfers, known asserters in the chain, repeat correspondent fingerprints, pre-litigation assignments, and bankruptcy fire-sales.
I'll research the assignment chain for US 7,865,538, focusing on USPTO records, reel/frame data, correspondents, and the entity identities in the chain.
I have strong evidence on the 2013 acquisition. Now let me probe the recorded-assignment details (reel/frame, correspondents) and the earlier corporate chain.
Rich chain data. Let me pin down the correspondents, the 2004 and 2007 transactions, and any reassignment records.
Ownership & Assignment Analysis — US 7,865,538 B2
Data-access note (read first). I could not directly query USPTO Assignment Center (it is a JavaScript application that my retrieval tools cannot render), and I was unable to retrieve reel/frame numbers or the "correspondent of record" field for any link in this chain. No search result surfaced those two fields, and I will not invent them. Everything below is reconstructed from three verifiable source classes, each labelled:
- [GP] — Google Patents "Legal Events" for US7865538B2 (these mirror the USPTO assignment index entries by date, conveyance and party, but as reproduced they omit reel/frame and correspondent).
- [SEC] — Assignment instruments filed as exhibits to Network‑1's Form 8‑K (May 28, 2013, Ex. 10.1) and described in Network‑1's Forms 10‑K/S‑1.
- [TRIAL] — Sworn testimony and exhibits in Mirror Worlds, LLC v. Apple, Inc., No. 6:08‑cv‑00088 (E.D. Tex.), which put the 2004 and 2007 transaction prices and dates on the record.
Inventors
| Inventor | Listed residence (granted patent) | Employer / affiliation at filing |
|---|---|---|
| David Gelernter | Woodbridge, CT | Yale University — Professor of Computer Science; founder of Mirror Worlds, Inc. He personally assigned his inventor rights to Yale University (recorded 2008‑03‑12) [GP]. |
| Eric Freeman | Branford, CT | Yale University — Gelernter's graduate student in the mid‑1990s (later CTO, Disney Online; later CTO of Lifestreams Technologies). He assigned his inventor rights to LifeStreams, Inc. (recorded 2008‑03‑12) [GP][SEC]. |
| Randy Prager | New York, NY | Not stated in the patent. No individual inventor assignment to Prager was located; the residence and the March‑2008 cleanup pattern are consistent with Mirror Worlds employee inventorship, but I cannot confirm it — unverified. |
| Peter Sparago | Cheshire, CT | Same as above — unverified. |
| Stephen MarcAurele | Meriden, CT (per printed front page; a third‑party listing says "Milford, CT" — unresolved) | Same as above — unverified. |
Unusual pattern worth flagging. Gelernter's and Freeman's inventor‑side assignments were not recorded at filing (1996/2001/2006) — they were recorded nunc pro tunc on 2008‑03‑12/13 [GP], i.e., in the same 48‑hour window as the pre‑suit corporate cleanup described below. That is the classic "fix the chain of title immediately before filing suit" pattern: the Apple complaint (6:08‑cv‑00088) was filed 2008‑03‑14, one day after the last of these recordings. Whether Prager, Sparago and MarcAurele had already assigned to Mirror Worlds (and when) is not visible in the records I could retrieve.
Original assignee
- Entity named on the issued patent (Jan. 4, 2011): Mirror Worlds, LLC, Tyler, Texas — a Texas LLC formed as the acquisition vehicle of Plainfield Specialty Holdings I Inc. (a New York hedge‑fund group) [GP]; 4540 Kinsey Dr., Tyler, TX 75703 [SEC].
- Product embodying the claims? Yes, historically. The specification itself states the inventions were commercialized as Scopeware (the spec incorporates a "Scopeware 2.0 / Vision 1.0" compact‑disc deposit dated June 25, 2001, and the assignee's published User Guide). Scopeware launched in 2001 and was the product of Mirror Worlds Technologies, Inc. [SEC][TRIAL]. Apple's JMOL briefing in the 2008 case even attacked Mirror Worlds for failing to mark "substantially all of its Scopeware products," confirming a real product line.
- Primary line of business of the original assignee: software — the Scopeware stream‑based desktop. But note the patent's issuance‑time owner (Mirror Worlds, LLC) was not the operating company; it was a hedge‑fund holding vehicle. The operating company (Mirror Worlds Technologies, Inc.) had already sold the rights away years earlier.
- Current status: Effectively dissolved / renamed. Per Network‑1's filings, Mirror Worlds, LLC subsequently changed its name to Looking Glass LLC [SEC]; Network‑1 repurchased its warrants in June 2014. Mirror Worlds Technologies, Inc. (the Scopeware operating company) is not identified as an active operating business in any source retrieved. The patent itself is Expired – Fee Related (adjusted expiration 2018‑04‑30).
Assignment timeline
Every recorded link I could identify, chronological. [GP] = Google Patents legal event; [SEC]/[TRIAL] = documentary source for the underlying transaction. Reel/frame: not retrievable from the tools available — verify each entry at https://assignmentcenter.uspto.gov/ by searching 7865538. Correspondent: not stated in any source retrieved (see §NPE signal 3).
2004‑06 (executed) / recorded 2008‑03‑13 [GP] — Reel not retrieved
- Conveyance: Assignment (recorded nunc pro tunc)
- Assignor: Mirror Worlds Technologies, Inc. (Delaware)
- Assignee: Recognition Interface, Inc. (New York investment partnership; later converted to Recognition Interface, LLC)
- Correspondent: not retrieved
- Context: Distressed fire‑sale to investors — price stated on the record as $210,000 [TRIAL]; a securities lawyer in the 2008 case asserted this breached fiduciary duties to shareholders who had put in ~$9M.
2007‑12 (executed) / recorded 2008‑03‑13 [GP] — Reel not retrieved
- Conveyance: Assignment (recorded nunc pro tunc)
- Assignor: Recognition Interface, LLC ("RI")
- Assignee: Plainfield Specialty Holdings I Inc. (New York)
- Correspondent: not retrieved
- Context: Transfer to the litigation‑funding/holding vehicle — price stated on the record as $5,000,000 [TRIAL]; Plainfield took ~74% beneficial ownership and RI retained ~19% net, with the law firm at 5% [TRIAL].
2008‑03‑05 (executed) / recorded 2008‑03‑13 [GP][SEC] — Reel not retrieved
- Conveyance: Assignment (recorded nunc pro tunc; the recordable assignment recites the March 5, 2008 Patent Assignment Agreement "effective March 5, 2008")
- Assignor: Plainfield Specialty Holdings I Inc. (by James B. Healy, Managing Director)
- Assignee: Mirror Worlds, LLC (Texas)
- Correspondent: not retrieved
- Context: Internal reorg into a purpose‑built Texas plaintiff entity, 9 days before the Apple suit was filed (2008‑03‑14).
Recorded 2008‑03‑13 [GP] — Reel not retrieved
- Conveyance: Assignment (nunc pro tunc)
- Assignor: Mirror Worlds Technologies, Inc.
- Assignee: Recognition Interface, Inc. (listed a second time; appears to be the companion/confirmatory filing to the 2004 link)
- Context: chain‑of‑title cleanup.
Recorded 2008‑03‑13 [GP] — Reel not retrieved
- Conveyance: Change of Name / Conversion to LLC
- Assignor: Recognition Interface, Inc.
- Assignee: Recognition Interface, Inc. (recorded as a "CONVERSION TO LLC")
- Context: change of form of entity only, no change in beneficial ownership.
Recorded 2008‑03‑13 [GP] — Reel not retrieved
- Conveyance: Assignment ("Assignment of Assignors Interest")
- Assignor: LifeStreams, Inc.
- Assignee: Yale University
- Context: chain cleanup — inventor Freeman's rights routed back through his start‑up to Yale.
Recorded 2008‑03‑13 [GP] — Reel not retrieved
- Conveyance: Assignment ("Assignment of Assignors Interest")
- Assignor: Yale University
- Assignee: Mirror Worlds Technologies, Inc.
- Context: chain cleanup — university rights consolidated into the operating company (which had already sold them in 2004; these are confirming nunc pro tunc filings).
Recorded 2008‑03‑12 [GP] (two entries) — Reel not retrieved
- Conveyance: Assignment (nunc pro tunc)
- Assignors: Eric Freeman → LifeStreams, Inc.; David Gelernter → Yale University
- Context: inventor‑side chain‑of‑title repair, recorded two days before the Apple complaint.
2013‑05‑21 (executed per Asset Purchase Agreement) / recorded 2013‑06‑21 [GP][SEC] — Reel not retrieved
- Conveyance: Assignment (Asset Purchase Agreement)
- Assignor: Mirror Worlds, LLC (4540 Kinsey Dr., Tyler, TX 75703; later renamed Looking Glass LLC)
- Assignee: Mirror Worlds Technologies, LLC (100 E. Ferguson, Suite 711, Tyler, TX 75702)
- Correspondent: not retrieved; the recording documents were filed as Exhibit 10.1 to Network‑1's Form 8‑K of 2013‑05‑28, and Network‑1's disclosure shows Stroock & Stroock & Lavan LLP held a 5% contingency interest in the portfolio (i.e., Stroock was deal/enforcement counsel). I cannot confirm Stroock as correspondent of record — unverified.
- Context: Transfer‑to‑asserter. $3,000,000 cash + warrants for 1,750,000 shares issued to Looking Glass; Recognition Interface received warrants plus a 10/15/20% net‑proceeds interest; Abacus & Associates (affiliate) also received warrants. Mirror Worlds Technologies, LLC is a newly formed, wholly owned Network‑1 subsidiary; the suit against Apple, Microsoft, HP, Lenovo, Dell, Best Buy, Samsung et al. was filed 2013‑05‑22/23 — one to two days after the purchase [SEC].
Discrepancy flagged: [GP] shows the Network‑1 acquisition as 2013‑06‑21, while the Asset Purchase Agreement and every Network‑1 filing date it 2013‑05‑21. The 06‑21 entry is most likely the recordation date, not the execution date. Verify against the reel/frame entry.
No recorded assignment later than 2013‑06‑21 was located. No 2026 activity of any kind (assignment, litigation, or USPTO proceeding) was found; the patent expired 2018.
Timeline diagram
timeline
title Ownership of US 7865538
1996 : Priority application filed
2001 : Scopeware product launched
2004 : Rights sold to Recognition Interface
2007 : Recognition Interface sells to Plainfield
2008 : Inventor assignments recorded
: Plainfield assigns to Mirror Worlds LLC
: Apple suit filed 14 March
2011 : Patent issues 4 January
2013 : Mirror Worlds LLC sells to Network-1 sub
: Suits filed against Apple and others
2017 : Suit filed against Facebook
2024 : Federal Circuit affirms judgment
2025 : Cert extension application filed
NPE / troll-pattern signals
1. Shell-entity transfer — PRESENT.
The chain runs from an operating company (Mirror Worlds Technologies, Inc. / Scopeware) through Recognition Interface and Plainfield Specialty Holdings I Inc., into Mirror Worlds, LLC (Tyler, TX), and finally into Mirror Worlds Technologies, LLC — a single‑purpose subsidiary formed by Network‑1 in 2013 solely to hold and assert the portfolio [SEC]. Network-1's 10‑Q discloses that Mirror Worlds Technologies, LLC leased Tyler, Texas office space at $620/month and that Recognition Interface held a right to designate one of the subsidiary's three directors — i.e., a litigation‑vehicle governance structure, not an operating company. Address of record in the 2013 assignment: 100 E. Ferguson, Suite 711, Tyler, TX 75702. Recognition Interface, LLC's address of record in the 2008 litigation was c/o The Corporation Trust Company, 1209 Orange Street, Wilmington, DE — a registered‑agent address [TRIAL]. Cite: GP entries of 2013‑06‑21; [SEC] Ex. 10.1 and 10‑Q disclosure.
2. Known asserter in the chain — PRESENT.
The current owner, Mirror Worlds Technologies, LLC, is a wholly owned subsidiary of Network‑1 Technologies, Inc. (NTIP) — a publicly traded patent‑monetization company with two full‑time employees that funds contingency litigation through Dovel & Luner LLP and (previously) Russ, August & Kabat, and that describes itself as competing directly with Acacia Research Corp., Intellectual Ventures, Wi‑LAN, VirnetX and RPX [SEC 10‑K/S‑1]. Network‑1 has asserted this portfolio against Apple, Microsoft, HP, Lenovo, Dell, Best Buy, Samsung (2013) and Facebook/Meta (2017). Recovered $47,150,000 from the Mirror Worlds portfolio through 2023 [SEC 10‑K]. Prior holder Recognition Interface, LLC is described in the record as an investor vehicle whose shareholders' stated objective "was not to sell product… their objective was to license technology" [TRIAL].
3. Repeat correspondent across the chain — UNCLEAR (not retrievable).
I could not obtain the correspondent‑of‑record field for any of the ~10 recordings. Adjacent evidence only: Stroock & Stroock & Lavan LLP held a 5% contingency interest in the portfolio and appears as Network‑1 deal counsel in the same Form 8‑K exhibit containing the recordable assignments; Dovel & Luner LLP was the contingency enforcement firm for both the Remote Power and Mirror Worlds portfolios. A single appearance is not a finding, and I cannot show recurrence in the correspondent field — so this signal is not scored. If you can read the reel/frame entries at Assignment Center, the correspondent field on the 2013‑06‑21 link is the single most valuable datum to pull.
4. Cascading transfers — PRESENT.
Four transfers of the same asset base inside ~44 months, and specifically three within 12 months (Dec 2007 → Mar 2008): Mirror Worlds Technologies → Recognition Interface (2004‑06) → Plainfield (2007‑12) → Mirror Worlds, LLC (2008‑03‑05) → Mirror Worlds Technologies, LLC (2013‑05‑21) [GP][SEC][TRIAL]. The 2008 cluster is joined by a corporate conversion and multiple nunc pro tunc filings, all sharing the same window.
5. Pre-litigation transfer — PRESENT (twice).
- Plainfield → Mirror Worlds, LLC effective 2008‑03‑05, recorded 2008‑03‑13; the Apple complaint issued 2008‑03‑14 — one day later. [GP][TRIAL]
- Network‑1's Mirror Worlds Technologies, LLC acquired the portfolio 2013‑05‑21; the multi‑defendant Apple/Microsoft complaint issued 2013‑05‑22/23 — one to two days later. [SEC]
- Caveat: the '538 patent specifically was not in the 2008 asserted set (that suit used the '227, '313, '427 and '999 patents). The 2008 transfer was thus pre‑litigation for the family; the '538 became pre‑litigation‑positioned for the 2017 Facebook case only after the 2013 acquisition.
6. Bankruptcy fire-sale — NOT PRESENT (as a bankruptcy).
No Chapter 7/11 filing by any assignor was found. However, the June 2004 sale of the whole family to Recognition Interface for $210,000 [TRIAL] is a distressed low‑value transfer that functioned like a fire‑sale even though it was a private transaction. Scoring the bankruptcy signal strictly: not present.
7. Privateering — PRESENT (moderate).
Investors affiliated with the original company (Frank Weil / Abacus & Associates, who "assisted in the early development and financing of Mirror Worlds and its Scopeware product offering") took the portfolio into Recognition Interface, LLC and then Plainfield, and monetized it through licensing/assertion while retaining continuing profit interests (10/15/20% net‑proceeds interest to Recognition in 2013) [SEC][TRIAL]. This is fund‑driven assertion rather than classic operating‑company privateering against a competitor, so I score it present but moderate, not strong.
8. Defensive aggregator — NOT PRESENT.
The chain terminates at an assertion vehicle (Network‑1 subsidiary), not at RPX, AST, LOT, Unified Patents or OIN. Inverse signal confirmed negative.
Verdict
NPE — high confidence.
The chain ends at Mirror Worlds Technologies, LLC, a single‑purpose, wholly owned subsidiary of publicly traded patent monetizer Network‑1 that leases a $620/month office in Tyler, Texas and grants its litigation financier a board seat (GP entry 2013‑06‑21; SEC Ex. 10.1; Network‑1 10‑K). Three strong signals co‑occur: a shell/single‑purpose transfer (2013‑06‑21), a known high‑volume asserter in the chain (Network‑1/Mirror Worlds Technologies, LLC, which sued Apple, Microsoft, HP, Lenovo, Dell, Best Buy, Samsung and Meta, recovering $47.15M), and pre‑litigation transfers recorded within 1–2 days of the complaints (2008‑03‑05/13 → suit 2008‑03‑14; acquisition 2013‑05‑21 → suit 2013‑05‑22/23), layered on cascading transfers through the Recognition Interface and Plainfield funding vehicles.
Verification link — search patent number 7865538 at the USPTO Assignment Center: https://assignmentcenter.uspto.gov/ (legacy index: https://assignment.uspto.gov/patent/index.html). The fields you must pull by hand, and which I could not retrieve, are the reel/frame and correspondent for each of the 10 entries above.
Generated 9/30/2026, 10:02:02 PM
Prior art
Earlier patents, publications, and products that may anticipate or render the claims unpatentable.
I'll research the cited prior art references for US 7,865,538.
Let me look for the specific citations and prior-art references listed on the patent.
Let me try to access the granted patent's front-page references directly.
Prior-Art Analysis — US 7,865,538 B2
⚠️ Important limitation stated up front
I must be candid before giving any list: within my search budget I was unable to retrieve the authoritative "References Cited" (front-page/Box 56) table for US 7,865,538. The Google Patents page for US7865538 renders the specification, claims, family, classifications and litigation data in the snippets I obtained, but the (56) References Cited block (U.S. Patent Documents, Foreign Patent Documents, Other Publications) did not appear in any retrieved result. I also could not open the granted-PDF front page or the FreePatentsOnline/Justia citation tab in this session.
Because your instruction (and my operating rules) forbid inventing citations, I will not fabricate a reference list. Below I give (a) what the record does verify, (b) the only reference-type material I actually surfaced — explicitly flagged as possibly belonging to a different patent, and (c) a properly caveated field landscape. I also tell you exactly where the definitive list can be pulled.
1. Confirmation that the number matches the intended patent (no similar-number drift)
| Field | Value | Source |
|---|---|---|
| Patent | US 7,865,538 B2 | patents.google.com/patent/US7865538/en |
| Title | Desktop, stream-based, information management system | same |
| App. no. | 11/528,070 (filed Sep. 26, 2006; granted Jan. 4, 2011) | same |
| Primary Examiner (as previously established) | Kuen S Lu | granted-PDF front page (per prior section) |
| Earliest priority | Jun. 28, 1996 | specification cross-reference |
This is the correct patent; nothing in the results points to a neighboring number.
2. Family documents that are NOT § 102 prior art
The ’538 patent is a continuation in a chain claiming a 1996 priority date. These share inventors/assignee and the same priority, so they are not available as prior art against the ’538 claims (they are family, and in any event pre-date as common-priority):
- US 6,006,227 B1 (Ser. No. 08/673,255) — root of the chain
- US 6,638,313 B2 (Ser. No. 09/398,611)
- US 7,849,105 B2 (Ser. No. 12/077,047) — "Desktop, stream-based, information management system"
- US 8,250,439 B2 / US 8,280,931 B2 / US 8,572,139 B2 — later continuations
- Pre-grant pubs US 2008/0228714 A1, US 2008/0215958 A1, US 2010/0198942 A1, US 2011/0106788 A1, US 2011/0145246 A1
(Source: Google Patents family/"Cited By" data, e.g.patents.google.com/patent/US6638313, and the compact-disc/priority text quoted in the specification.)
These are useful for interpreting claim 1 ("main stream," "substream," "glance view") but should never be cited as § 102 art.
3. Reference-type material I actually surfaced (with a strong caveat)
The only "References Cited"-style list that appeared in my searches came from a PTAB petition document, not from the ’538 patent:
- Source:
ptacts.uspto.gov/ptacts/public-informations/petitions/1556074/download-documents?... - Content: a long Box 56 U.S.-patent list dominated by 1995–1998 filings, e.g. 5,600,775 (King), 5,606,693 (Nilsen), 5,610,653 (Abecassis), 5,675,732 (Majeti), 5,687,095 (Haskell), 5,742,610 (Natarajan), 5,768,527 (Zhu), 5,812,786 (partial list as returned).
Caveat — do not attribute this to the ’538: I could not verify which patent that petition list belongs to (it may well be a different Mirror Worlds asset or an entirely unrelated patent). I am including it only so you know it exists and can check it, not as a confirmed § 102 citation against claim 1.
4. Possible cited documents suggested by citation-graph artifacts (unverified)
Two Google Patents "Cited By / related documents" pages returned US 7,865,538 in tables whose heading document is an earlier patent, which is the pattern you would expect if the earlier document is in the ’538 Citations list:
| Candidate earlier document | Apparent date | Note |
|---|---|---|
| US 5,241,671 ("Multimedia search system using a plurality of entry path means which indicate interrelatedness of information") | priority ~1989 | Appeared at patents.google.com/patent/US5241671C1/en#14 alongside the Mirror Worlds family. This is consistent with being cited by the ’538 but unconfirmed. |
I could not confirm the citation direction (i.e., whether US 5,241,671 is cited by the ’538 or merely shares a citing relative). Treat as a lead, not a finding.
5. Field landscape relevant to claim 1 (analyst's context — NOT a citation list)
Claim 1's operative limitations are: (i) automatic, no-user-categorization ingestion of diverse-format documents; (ii) an unbounded, live, time-ordered main stream extending into past/present/future; (iii) a live substream created from search criteria; and (iv) an essentially instantaneous "glance view" on cursor hover. The prior art that matters for § 102 would therefore be (a) time/folder-organization-of-documents systems, (b) lifestream/chronological desktop systems, and (c) hover-preview UI art. I cannot, on the evidence retrieved, name specific § 102 references for these with the confidence your task requires — see the limitation in § 1 above. I will not guess at reference numbers.
6. How to obtain the definitive, citable list (recommended next step)
To answer your question with defensible citations, pull the Box 56 list from one of these (all mirror the USPTO record):
- Granted PDF front page —
patentimages.storage.googleapis.com/.../US7865538.pdf(page 1–2), which prints "(56) References Cited." - USPTO Patent Center / Patent Application 11/528,070 — the "References Cited" and "IDS/Considered" tab (definitive, examiner-signed).
- Google Patents "Citations" tab —
patents.google.com/patent/US7865538/en→ Citations panel (Patent Citations + Non-Patent Citations). - FreePatentsOnline and Justia citation tabs for
7865538. - File wrapper / IDS — because the applicant submitted a User Guide and a compact-disc deposit ("Scopeware 2.0"/"Vision 1.0", files dated Jun. 25, 2001), expect non-patent literature entries in the 56 list that a patent-only search won't show.
7. Confidence summary
| Item | Confidence |
|---|---|
| Patent identity, title, app. no., priority, family chain | High |
| Family members are not § 102 art | High (legal/family logic) |
| Any specific § 102 reference cited on the ’538 front page | Not established — I could not retrieve the Box 56 table |
| PTAB-petition "References Cited" list as ’538 art | Low — may belong to another patent; do not rely on it |
| US 5,241,671 as a lead | Low/unverified |
| Any 2026 activity on the ’538 | Not found (and the record shows expiration Apr. 30, 2018) |
Bottom line: I can confirm the patent and rule out its own family as § 102 art, but I cannot honestly hand you a per-reference § 102 anticipation mapping for US 7,865,538 because the authoritative cited-references table did not surface in this session. The single most reliable action is to open the granted-PDF front page or the Patent Center "References Cited" tab for application 11/528,070 and enumerate that list — at which point I can map each entry to claims 1, 10 and dependents 2–9 (e.g., hover-preview art → the "glance view" limitation of claim 1; chronological/folder-management art → the "time-ordered main stream / substream" limitations; content-specific operation-button art → claim 6).
Generated 9/30/2026, 10:01:50 PM
Obviousness
Combinations of prior art that suggest the claimed invention would have been obvious under 35 U.S.C. § 103.
I'll first try to retrieve the actual prior-art citations for this patent, since the task directs me to rely on the "Prior Art" section.
Let me pull the actual cited-references list for this patent from alternate patent databases.
Obviousness Analysis — U.S. Patent No. 7,865,538 ("Desktop, stream-based, information management system") under 35 U.S.C. § 103
0. Scope note — what the "Prior Art section of this page" actually contains
Before the analysis, one material limitation you should know about, because it constrains everything below.
The authoritative Google Patents text you supplied for US7865538B2 contains a "Prior art keywords" field — literally: "computer system; document; documents; time; ordered" — but it contains no enumerated "References Cited," "Similar Documents," or examiner-cited art list. I attempted several targeted retrievals of the citation list (Google Patents family view, FreePatentsOnline, Justia/FPO pre-grant publication pages, Espacenet "Documents cités") and none returned the granted patent's front-page reference list. I therefore cannot quote the examiner-cited art verbatim, and I will not invent it.
What I can do — and do below — is reconstruct the prior-art landscape from primary litigation/reexamination records of this same patent family (retrieved and cited), plus the references printed on the family's own front pages. Those are labeled as reconstructed. Where I am not confident of a reference's precise content, I say so rather than assert it.
1. Governing framework and the threshold issue: effective priority date
Legal standard. Pre-AIA § 103 governs (the application was filed Sept. 26, 2006). The question is whether the subject matter of claim 1 "as a whole" would have been obvious at the time the invention was made to a person having ordinary skill in the art (PHOSITA). Under KSR Int'l Co. v. Teleflex Inc., 550 U.S. 398 (2007), a combination of known elements is obvious where it yields predictable results, is "the product of ordinary creativity," or follows from an identified design need or market pressure — no express "teaching, suggestion, or motivation" in the references is required.
Threshold issue — the effective filing date of claim 1. Google Patents lists the "prior art date" as 1996-06-28 (US 08/673,255 → US 6,006,227). But that is a claimed earliest priority, not a legal conclusion. Claim 1 as granted requires a "glance view" — an "abbreviated version of the document and indicative of content thereof" that appears "essentially instantaneously." That limitation, and the "browse card" vocabulary, appear in the 2001-era specification (09/892,385; provisionals 60/274,575 of Mar. 9, 2001 and 60/240,480 of Oct. 13, 2000; and the CIP parent 09/398,611 of Sept. 17, 1999 → US 6,638,313). The '227 document (1996) describes main streams, substreams and future documents, but I found no "glance view"/hover-preview disclosure in the '227 itself. So claim 1's glance-view limitations likely reach back only to 1999 or 2001, not 1996.
Why this matters: a 1999/2001 date makes references published between June 28, 1996 and 1999/2001 available as § 102(b) art against claim 1 — including the widely circulated "Lifestreams," Wired 5.02 (Feb. 28, 1997) article and the Microsoft Outlook materials — which a pure 1996 date would exclude. I flag this as the single biggest swing factor in the analysis. (Confidence in the priority conclusion: medium — it turns on a § 112 written-description analysis of the 1996 disclosure that I have not been able to perform against the full 1996 text.)
2. Prior-art references on which the § 103 case would rest
A. Third-party art (the cleanest § 103 references)
| Ref | What it teaches / was relied on for | Source of my info |
|---|---|---|
| Lucas '330 — US 5,499,330 (Peter Lucas), filed Sept. 17, 1993, issued Mar. 12, 1996 | A system displaying documents as three-dimensional "strands," expressly positioned as an "intuitively appealing" improvement over "folders or directories … to organize files or documents into groups or hierarchies"; works with "repositories" and "workspaces" kept in local storage or accessed over a network. Related to the MAYA/Workscape document management system. | Apple's Rule 56/validity statement in Mirror Worlds v. Apple, E.D. Tex. 6:08-cv-00088 (Doc. 221) — https://cases.justia.com/federal/district-courts/texas/txedce/6:2008cv00088/[108627/221](https://assignmentcenter.uspto.gov/search/patent/reelFrameDetail?reelFrame=108627-0221)/0.pdf |
| Workscape references (CHI '94 video; Lucas & Schneider, "Workscape: A Scriptable Document Management Environment," CHI '94 Conf. Companion 9–10 (Apr. 24–28, 1994); Ballay, "Designing Workscape: An Interdisciplinary Experience," CHI '94, 10–15) | Document management across repositories/servers; documents shown in single strands and in multiple strands selected by document type, where "the strands are time-ordered, with the newest documents displayed forward towards the viewer." | Same E.D. Tex. Doc. 221 |
| Mander '724 — US 6,243,724 (Mander et al.), filed Aug. 8, 1994, issued June 5, 2001 | Apple reference; used by the PTO in the family reexamination — the Office "rejected all asserted claims of the patents in suit … as being anticipated by Mander '724, and/or as being obvious over Mander…". § 102(e) prior-art date = its 1994 filing date. | Same E.D. Tex. Doc. 221 |
| Apple "Piles" work (Mander, Salomon & Wong, A "Pile" Metaphor for Supporting Casual Organization of Information, CHI '92) | Document-pile desktop metaphor; the inventors' own '227 IDS cited it as one of "only eight references relating to the Lifestreams work." Relevant to non-exclusive, loosely-organized document presentation. Flagship citation reconstructed; I did not retrieve the article itself. | E.D. Tex. Doc. 135 (inequitable-conduct allegations) — https://cases.justia.com/federal/district-courts/texas/txedce/6:2008cv00088/[108627/135](https://assignmentcenter.uspto.gov/search/patent/reelFrameDetail?reelFrame=108627-0135)/0.pdf |
| Retrospect (Dantz Development Corp.), 1993 & 1995 User's Guides | Automatic, background backup/archiving of files — relevant to the "automatically, without user interaction" storage limitations. | E.D. Tex. Doc. 221 |
| Cowart, Mastering Windows 3.1 (1992) | Windows shell file management. | '227 front page — https://www.docketalarm.com/cases/[PTAB](/ptab)/IPR2018-00358/.../US_Patent_No_6,006,227... |
| "Getting Results with Microsoft Outlook" (Microsoft 1995–1996) | Time-sorted mail/items, preview of message contents. | '227 front page |
| Nelson (1990); Lansdale, The Psychology of Personal Information Management (Applied Ergonomics 1988); Malone, How Do People Organize Their Desks? (ACM TOOIS 1983) | Art-recognized problem that folder/hierarchy organization mismatches how people actually manage information — the motivation evidence. | '227 front page |
| US 6,523,048 (DeStefano) / US 6,466,237 (Miyao) / US 6,240,429 (Thornton) | Cited in the sibling US 6,768,999; file-management / document-preview subject matter (content details not verified). | https://companyprofiles.justatic.com/patent/[6768999](/patent/6768999) |
B. Applicant's-admission art (usable regardless of third-party status)
The '538 specification itself states, as background: "in Windows 2000, the user interface displays a small temporary pop-up window of the document's title, application type, author and size when the user hovers his cursor on the document icon; however, the pop-up window appears only after a brief delay, usually 1-2 seconds…" (col. ~"DETAILED DESCRIPTION," the paragraph contrasting "Traditional user interfaces…" with the disclosed system). This is an express admission that hover-triggered document-information pop-ups were known; the only asserted distinctions are (i) instantaneous display and (ii) heterogeneous formats. Both are addressed below.
C. Caveat on the Lifestreams-adjacent publications
The '227 front page lists Gelernter, "The Cyber-Road Not Taken," Washington Post (Apr. 3, 1994); Freeman, Lifestreams Project Home Page (1994–1996); Freeman, "Lifestreams for the Newton" (Oct. 31, 1995); Steinberg, "Lifestreams," Wired 5.02 (Feb. 28, 1997); and Freeman et al., "Lifestreams: Organizing your Electronic Life," AAAI Fall Symposium (Nov. 30, 1995). These are by the inventors or their collaborators, and the '227 itself is commonly owned (Yale/Mirror Worlds lineage). Under pre-AIA § 103(c), subject matter "developed by another person" that qualifies only under § 102(e)/(f)/(g) and was commonly owned at the time of invention is not § 103 prior art. I therefore treat the Lifestreams publications as admissions/background, and build the affirmative § 103 case on the third-party art in Table A — which is the stronger, more defensible route anyway.
3. Element-by-element mapping — Claim 1
Claim 1 breaks into limitations (a)–(l) (lettering mine, tracked to the granted text in your summary section).
| Limitation | Primary reference(s) teaching it |
|---|---|
| (a) documents from diverse applications in native formats | Lucas '330 / Workscape (documents from repositories of mixed type); Cowart (Windows 3.1 shell handling heterogeneous file types). |
| (b) storage automatically, without user interaction and without pre-imposed directory categorization, as a time-ordered main stream with automatically generated time indicators | Lucas '330 + Workscape: time-ordered strands, expressly an alternative to folder hierarchies; Retrospect for automatic, no-user-action ingestion. |
| (c) stream unbounded (past/present/future), no fixed beginning or end | Workscape/Lucas '330 time-ordered strands; ordinary calendar/reminder items (Outlook 1995–96) populate "future" positions. |
| (d) stream maintained, selectively retrievable and searchable | Windows/Outlook search over a document store. |
| (e) live stream — new documents auto-incorporated preserving time order | Any dynamic inbox/list; Retrospect's automatic ingestion. |
| (f)–(g) search criteria → time-ordered substream | A live, non-exclusive collection is taught by dynamic query "views" (Lotus Notes views auto-include/exclude documents matching a selection formula as documents are created/modified — content asserted at medium confidence) and by the Workscape "multiple strands selected by document type." The time-ordered character comes directly from Lucas '330/Workscape. |
| (h) substream live — auto-incorporates newly arriving matching documents | Same dynamic-view teaching. |
| (i) display reflecting the time-ordered nature | Lucas '330's 3D strand with newest forward — this is the receding/foreshortened stack of claim 4, disclosed verbatim. |
| (j) glance view shown on cursor "touching" a document's screen area | The '538's own admission re Windows 2000 hover pop-up; plus Piles (document preview in a pile). |
| (k) glance view is an abbreviated version indicative of content | Thumbnail/preview facilities in the OS shell (e.g., Explorer's "Quick View"/thumbnail preview — asserted at medium confidence); Windows 2000 hover pop-up content (title, app type, author, size); Piles previews. |
| (l) showing occurs essentially instantaneously | A speed/performance limitation; the admitted Windows tooltip is the same mechanism merely with a 1–2 s delay. Making it instant is a predictable optimization (caching the already-generated thumbnail/summary), squarely within KSR's "ordinary creativity." |
Result of Combination I: Lucas '330 (or Workscape) in view of (i) the Windows 2000 hover-pop-up admitted in the specification and (ii) a thumbnail/preview facility in the OS shell, optionally in further view of Retrospect for automatic ingestion, renders claim 1 obvious.
Result of Combination II (complementary): Lucas '330 + Workscape (time-ordered, type-strand, folder-free document display) + Mander '724/Piles (pile-based, preview-oriented document organization) + "Getting Results with Microsoft Outlook" (time-sorted heterogeneous items with content preview). This combination covers (a)–(l) with two to three references and no hindsight reconstruction.
As to claim 10, it is a computer-readable-medium claim mirroring claim 1 limitation-for-limitation; it rises and falls with claim 1. (Per your summary, claim 10's tail and the existence of any further independent claim were not verifiable from the source — I carry that uncertainty forward and do not opine on claims 11–27.)
4. Why a PHOSITA would have been motivated to combine
Under KSR, the motivation need not be in the references. Here it is nonetheless strong and largely stated in the art itself:
- The problem was expressly identified. Lucas '330 and the Workscape papers frame their systems as solutions to the folder/hierarchy problem — the same problem the '538 recites. Lansdale (1988) and Malone (1983) supply the underlying art-recognized human-factors rationale. Combining a time-ordered, folder-free document display with a preview-on-hover is a natural pairing: if you browse documents by time and thumbnail rather than by name/location, you need a fast visual/summary cue to identify a document you can no longer name — the motivation is intrinsic to the browsing model, not hindsight.
- The preview mechanism was a known, commodity UI element. Windows hover tooltips (admitted in the '538) and shell previews were standard. Applying a known hover-preview to a known time-ordered document display is combining two known elements for their established functions — KSR's paradigm of predictable results.
- "Essentially instantaneously" is a performance goal, not a structural invention. The '538 itself contrasts its system with the admitted 1–2 s tooltip delay; reducing latency by pre-computing and caching thumbnails/summaries is exactly the "ordinary creativity" KSR deems obvious.
- Heterogeneous-format handling was conventional. MIME typing, OS file-type registration and pluggable translators were standard by the late 1990s; the '538's "unknown content type" fallback is a routine robustness measure.
- Live/auto-updating collections were known. Dynamic database "views" (e.g., Notes) and rule/filter-based mail folders teach non-exclusive, auto-updating sets; grafting that onto the time-ordered strand is the predictable union of two known techniques.
5. Dependent claims 2–9
| Claim | Element | Obviousness basis |
|---|---|---|
| 2–3 | Display substream via content-showing representations; abbreviated versions as those representations | Directly met by the thumbnail/preview teaching of the OS-shell prior art + Lucas '330 strand display; no added inventive weight. |
| 4 | Receding, foreshortened stack | Anticipated-in-substance by Lucas '330/Workscape: 3D strands with newest forward toward the viewer — the identical concept. |
| 5 | Alternative "card gallery" view | Mere alternative presentation format of the same data; predictable UI choice (KSR). |
| 6 | Glance-view buttons unique to document type, actuated by cursor | Context menus and type-specific application toolbars (Windows shell context menus vary by file type; browser/app toolbars are type-contextual). Also the '538 admission that hover pop-ups already conveyed "application type." |
| 7–8 | Use subsystems of another OS (Windows or Apple) | Explicit integration-of-known-platform-components claim; the prior art is those platforms. Minimal patentable weight. |
| 9 | Documents as time-ordered streams on server + PCs; one PC searches several streams to build a time-ordered substream | Distributed/federated search was well known by 1999–2001 (enterprise search, and contemporaneous P2P search systems). Combined with the dynamic-substream teaching of ¶3(f)–(h), obvious. This is the claim most sensitive to the priority date; if claim 9 gets 1996 priority, the P2P-search art is weaker. |
6. Secondary considerations (objective indicia)
I found no evidence of non-obviousness indicia in the record I retrieved. Notably:
- The family's own reexamination history shows the PTO found a substantial new question of patentability and rejected asserted claims of the related patents over Mander '724, Lucas '330 and the Workscape references — i.e., the art was materially closer than the examiner initially credited. (Caveat, stated plainly: that reexamination concerned the '227, '313, '427 and '999 patents, not the '538; I am not asserting the '538 was in that reexamination.)
- No unexpected-results, commercial-success, licensing-due-to-merits, or long-felt-need evidence appears in the materials I reviewed. The Apple and Microsoft settlements (2015–2016) were licenses to a portfolio and cannot be presumed to reflect the merits of the '538.
- I found no record that obviousness of the '538 was ever adjudicated. The December 4, 2024 Federal Circuit decision (Mirror Worlds Techs., LLC v. Meta Platforms, Inc., Nos. 2022-1600/-1709) affirmed non-infringement as to the '227, '538 and '439 and dismissed Meta's § 101 cross-appeal — it did not reach validity. So the § 103 question is open, not resolved against the patent. (Lexology, https://www.lexology.com/library/detail.aspx?g=edc7b82e-3149-4f6a-a298-15dd27c0d675; CourtListener, https://www.courtlistener.com/opinion/[10287676](/patent/10287676)/.)
7. Conclusion
- Claim 1 is, in my assessment, likely obvious over (Lucas '330 / Workscape) in view of the Windows-type hover-preview admitted in the specification and a shell thumbnail-preview facility, optionally with Mander '724/Piles and "Getting Results with Microsoft Outlook." All elements of claim 1 — automatic folder-free time-ordered main stream, unbounded/live stream, live search-defined substream, time-ordered display, and an instantaneous content-indicative hover glance view — are accounted for by known elements combined for their established functions with a motivation expressly rooted in the art.
- Claims 2–8 are plainly obvious as presentational subtypes or platform-integration details; claim 4 in particular is foreshadowed almost point-for-point by Lucas '330's 3D time-ordered strands.
- Claim 9 (and claim 10) is the strongest of the set; claim 9's outcome is the one most sensitive to the effective-priority-date question in § 1.
Confidence
| Proposition | Confidence |
|---|---|
| The page's "Prior Art" section contains only keyword terms, not a citation list | High (based on the fetched text) |
| Lucas '330 / Workscape teach time-ordered, folder-free, multi-strand document display | High (quoted from E.D. Tex. Doc. 221) |
| Mander '724 is § 102(e) art as of Aug. 8, 1994 | High |
| Windows 2000 hover pop-up is admitted prior art in the '538 | High (in the specification text) |
| Content of Mander '724, Piles, and Notes dynamic views | Medium — asserted, not verified against the originals |
| Claim 1 entitled to 1996 priority | Low — likely 1999/2001 for the glance-view limitations |
| Overall § 103 conclusion as to claim 1 | Medium-high, subject to the priority-date determination |
Sources: https://patents.google.com/patent/US7865538/en; E.D. Tex. 6:08-cv-00088 Docs. 221 and 135 (Justia); '227 front page via Docket Alarm; US 6,768,999 referenced-cited (Justatic); Lexology and CourtListener write-ups of the Dec. 4, 2024 Federal Circuit decision.
One caution to carry forward: several database results conflate the '538 with its siblings and with pre-grant publications US 2008/0228714 A1 and US 2012/0331022 A1, whose claims recite "document object models"/"browse cards" directly rather than the granted "unbounded, live, time-ordered main stream with an instantaneous glance view." Do not mix those claim sets into a § 103 analysis of the granted claims.
Generated 9/30/2026, 10:02:37 PM
Extensions
Patent term adjustments, term extensions, continuations, divisionals, family members, and expiration dates.
Derivative works
Defensive disclosure: derivative variations of each claim designed to render future incremental improvements obvious or non-novel.
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