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Paper Citation Record · LEDGER

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning

As of 23 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2509.09922.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.09922 v1

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:31:03.142269Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

81 of 81 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved81
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 77f8fbb7-bc45-4f9b-94c9-505c7311f466 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 1

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source=arxiv_source observed=2026-08-04T18:31:02.571270Z digest=sha256:a01398dc35b56435fd514ae673aea73a5fa28b36faaf553cf31c773fe94965a3

Observation 24a1e1cb-ddeb-46d5-a736-d80372538bc7 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-04T18:31:02.626838Z digest=sha256:d1f1f725230586596d188db85b004fcf7e2100aa0d7c423eda0d91ef8beec4af

Observation 89e4ed88-97eb-4754-856d-8f54b39428c9 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 3

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source=arxiv_source observed=2026-08-04T18:31:02.689269Z digest=sha256:eb9e2b9f7d9b50002e9d0c259694fc5a32f90fd5118c17007e4d091e038ecc48

Observation d0cc8608-1cc2-44ed-879c-8a162df577f6 · outbound

This paper cites B., D \' az-Rodr \' guez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A., Garc \' a, S., Gil-L \'o pez, S., Molina, D., Benjamins, R., et al.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning B., D \' az-Rodr \' guez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A., Garc \' a, S., Gil-L \'o pez, S., Molina, D., Benjamins, R., et al

Reference 4

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source=arxiv_source observed=2026-08-04T18:31:02.772808Z digest=sha256:268ec5e817997765df206d218cd46d576cd172dd178c2b42986b60d476b275c6

Observation 80a60888-b058-4c90-a510-94899853bf4b · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 5

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source=arxiv_source observed=2026-08-04T18:31:02.830396Z digest=sha256:2cb455027f2d505748a92eb25cc5b51b6d3aa34c5f05aea15bfa85009e5436c8

Observation c3a7efb1-d419-467d-b36c-796f263a05c1 · outbound

This paper cites A., and Rahman, A.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning A., and Rahman, A

Reference 6

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source=arxiv_source observed=2026-08-04T18:31:02.889169Z digest=sha256:66103943a8edc0a847b966291a3b54ed8162de11277fff2a39dafd81ef372556

Observation 7d406e19-920f-4d9f-b8f2-ef53d1d4d355 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 7

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source=arxiv_source observed=2026-08-04T18:31:02.931747Z digest=sha256:9743b4e12e78a9c84153fd4405465137d1804698b40a01c636569bdf8e5bc60b

Observation c168a2d2-29c3-4db2-8145-2ce8c049c4ef · outbound

This paper cites M., Huang, X., Odean, T., and Schwarz, C.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning M., Huang, X., Odean, T., and Schwarz, C

Reference 8

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source=arxiv_source observed=2026-08-04T18:31:02.935739Z digest=sha256:7af7cadcb6d78e247c44ddbea1c69a7ee5b82ec7c6d9145cbd529a7874ffd00d

Observation 74d44043-a6cf-409c-ab3b-488e98233624 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 9

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source=arxiv_source observed=2026-08-04T18:31:02.939989Z digest=sha256:a90c4ed9b48f7ad7d88b3624199e53d7defa8ed9f5aa069b0f2a32aefee66aec

Observation 80834277-af24-4648-bfeb-bef9d80ef18c · outbound

This paper cites V., and Flavi \'a n, C.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning V., and Flavi \'a n, C

Reference 10

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source=arxiv_source observed=2026-08-04T18:31:02.943917Z digest=sha256:e95dcc0deeafe66d4b2854d228febe0c6bef575f952ea52515bc4a7c5f6d64c2

Observation af5f1ed1-f19f-4c22-866d-99675371a959 · outbound

This paper cites V., Flavi \'a n, C., and Schepers, J.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning V., Flavi \'a n, C., and Schepers, J

Reference 11

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source=arxiv_source observed=2026-08-04T18:31:02.947152Z digest=sha256:b982d2f3426beeb6f440b31ccf382222aab207872327cb18cc1f7f82a4f10225

Observation 531f8116-084e-429a-8eb0-498b5c51f0f3 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 12

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source=arxiv_source observed=2026-08-04T18:31:02.951478Z digest=sha256:01383d0d44012c92796b23535b964a1905302ca49a9ee4a780addfcfe39655fb

Observation f09a5814-494c-46b5-a078-140fce69b1e8 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 13

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source=arxiv_source observed=2026-08-04T18:31:02.954550Z digest=sha256:141d01158c6d7a77f6148999d7780cf3da260cb2fb9ebb69dae633df73b16770

Observation d79fc20e-df02-4c1f-b4fd-1a3bd8e99d21 · outbound

This paper cites and Bri \`e re, M.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning and Bri \`e re, M

Reference 14

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source=arxiv_source observed=2026-08-04T18:31:02.957717Z digest=sha256:b62b9e8b212957372c3c6b2127c27a9444da4339064f6082711d436d1815d69b

Observation f3797c65-d679-40ab-84d8-fc11799b5232 · outbound

This paper cites and Litterman, R.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning and Litterman, R

Reference 15

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source=arxiv_source observed=2026-08-04T18:31:02.960864Z digest=sha256:a3efa53905f1991a54b941999c926c306ccd5e72de5eb42216cb6217f5961629

Observation f9f2aa85-f841-4d08-ad62-410eeab64bba · outbound

This paper cites and Litterman, R.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning and Litterman, R

Reference 16

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source=arxiv_source observed=2026-08-04T18:31:02.963945Z digest=sha256:ffe7bea3a785f2baad40fce8334f4904fd254c19f0f30c00bb5c02da238ee90a

Observation c8ce7c73-1e51-4046-ae87-f1063d246c09 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 17

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source=arxiv_source observed=2026-08-04T18:31:02.967760Z digest=sha256:085882b25239dfd5c42cf4da69bdf2659674cf29c83594a7fbfe328112f245c9

Observation 6d6e4c49-4efa-4304-bcf8-0122bb29a40d · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 18

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source=arxiv_source observed=2026-08-04T18:31:02.972019Z digest=sha256:6266abb4dd7a0e9a5b6bbbae79411b7a7c6fabe526245b9780a28d445ae0925d

Observation 7ef9b82e-febb-4404-8921-e692935637a4 · outbound

This paper cites and Rakes, G.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning and Rakes, G

Reference 19

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source=arxiv_source observed=2026-08-04T18:31:02.975211Z digest=sha256:561843b17df558aa57139e6c5bca6f22e86cd8ba11395dd01293fc4f36b7e859

Observation c0f0f497-4e4f-4f51-bc85-a29e4dcb8b89 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 20

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source=arxiv_source observed=2026-08-04T18:31:02.979316Z digest=sha256:0f101dc3a86eaf5f5629b9b57947cc5eaf29e3ccc80ca47534ccea06534267e1

Observation 21ec0aeb-9300-43a4-9a6e-4fd78b8ff736 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 21

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source=arxiv_source observed=2026-08-04T18:31:02.982433Z digest=sha256:aa910464fe83a09bf381c91c58fa96397079e4386b27b1aa5ebfb617e16013ff

Observation d6a6a2fd-8369-4f1b-8ec2-97186880acc6 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 22

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source=arxiv_source observed=2026-08-04T18:31:02.985323Z digest=sha256:e674db877226d42758e2449143b042a4434a2dae84ecd89eafd5d2ce5744d7f2

Observation 6fdddf1e-5c0b-4114-90e4-44413a8bf6fa · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 23

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source=arxiv_source observed=2026-08-04T18:31:02.988196Z digest=sha256:c7649d55cdf7f787c996f6151b5c52cede63e225c922f6c52912622b05846a98

Observation aaf96bef-72f8-4012-8182-88ecf099a49a · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 24

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source=arxiv_source observed=2026-08-04T18:31:02.999749Z digest=sha256:e6f49b4d5640533510a99c155d7cb83ab61572675d668395c802980f8a1dc905

Observation 8972d3f7-cbbc-4f06-940a-0867058e0573 · outbound

This paper cites L., Lim, C.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning L., Lim, C

Reference 25

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Observation 028d96d7-d4d0-4c27-afbd-206141bd8950 · outbound

This paper cites Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems

Reference 26

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source=arxiv_source observed=2026-08-04T18:31:03.007623Z digest=sha256:5dfd6192920adf33ac15c17b624055a4bf7ee915bcb948e0a57d1ee880b4a083

Observation cfba643c-00f0-4c5c-be03-4c7e852fc72c · outbound

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Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 27

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source=arxiv_source observed=2026-08-04T18:31:03.010526Z digest=sha256:f68c45cb674e01c1ed2c6de3af774c19aeba21bf481e9a966c2848130cf93bdf

Observation f007ec29-6598-4f65-bf68-c48dffe22be3 · outbound

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Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

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source=arxiv_source observed=2026-08-04T18:31:03.013230Z digest=sha256:ec4081f25031a07037119599c88403a5ee2936efa51455aacc4847ab9d35f4d8

Observation 9357b72b-95b3-4b41-bb42-583e378414bb · outbound

This paper cites and Rossi, A.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning and Rossi, A

Reference 29

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Observation 0ffbf47f-aae2-496e-bc26-f8478f574c94 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 30

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Observation 6436c94c-d2f9-4569-ada9-2f2012e5789b · outbound

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Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 31

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source=arxiv_source observed=2026-08-04T18:31:03.020589Z digest=sha256:29a011ab28ad1541a77aead391f9ba888ef8770d6f3e366072668c327e560595

Observation d7082759-b0ea-49a3-9635-91ff6caf6ee0 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 32

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source=arxiv_source observed=2026-08-04T18:31:03.022834Z digest=sha256:5b31d784a8641f71737f8cce23b94124fc9ef3191e0d87f13459efe31567ff3f

Observation 1dbb866e-f900-4d6a-83c5-9923893ff180 · outbound

This paper cites Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models

Reference 33

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source=arxiv_source observed=2026-08-04T18:31:03.025238Z digest=sha256:98fb2c008aee39b8576f9453125dd1a0bf03f7c2bff9c64596f867a14d8378da

Observation c65de863-ce3a-4bab-b40d-b9023f9c52d2 · outbound

This paper cites Finra orders record financial penalties against robinhood financial llc.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Finra orders record financial penalties against robinhood financial llc

Reference 34

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source=arxiv_source observed=2026-08-04T18:31:03.028211Z digest=sha256:b596e8a7fad185e025d774fa7761ec68025663d08b64cd7fbc0e41db26c80759

Observation 03fe10c7-e5c4-4faa-b89b-6ac284006998 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 35

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source=arxiv_source observed=2026-08-04T18:31:03.030618Z digest=sha256:09e26671cd4a5e446d79b58502fe0a04ca46f87784aa0a617875217d548bd7a8

Observation b4104be9-7ded-4f42-af68-f3b992b126bc · outbound

This paper cites T., Melzer, B.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning T., Melzer, B

Reference 36

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source=arxiv_source observed=2026-08-04T18:31:03.033697Z digest=sha256:d6e8e75df40ae1795b60134152c9b8f3d97e0ead59421a213dc8f51246515770

Observation 9cea54c4-9363-4413-8585-455939cde05a · outbound

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Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 37

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source=arxiv_source observed=2026-08-04T18:31:03.036253Z digest=sha256:f7b64908fe31e8033a262cd8bea0f326ab38bad9943c9e5565b4441e306e9c66

Observation e3f449e6-666c-45f4-8938-cbab17771920 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 38

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source=arxiv_source observed=2026-08-04T18:31:03.038641Z digest=sha256:a71216435e53846c707d304f53e430a84eb82852e7006f37a2611081377cac4d

Observation b7d1fed5-8fbc-43c2-ba11-87c7bf0564c6 · outbound

This paper cites and rmen, J.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning and rmen, J

Reference 39

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source=arxiv_source observed=2026-08-04T18:31:03.040922Z digest=sha256:7b1fd4ec58f0057255b0c402fed13c87a7b18ec80d80745270238a10a810851f

Observation d8f3b182-83f3-4dfb-a819-9d7cdedea244 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 40

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source=arxiv_source observed=2026-08-04T18:31:03.043201Z digest=sha256:3404aa83fe6244b835663b17ec150a56f78c31bb3686a1dd8280584add91ced4

Observation 72a5cc37-e6bc-439e-8d39-65687efe1d18 · outbound

This paper cites K., Garber, P.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning K., Garber, P

Reference 41

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source=arxiv_source observed=2026-08-04T18:31:03.045463Z digest=sha256:58585cd96a9c915d3287a0aa95115db14f82e89bc2cd208e5d4cce77d2579a43

Observation bbfbb9bb-14f4-4620-a831-c61b536448f0 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 42

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source=arxiv_source observed=2026-08-04T18:31:03.047705Z digest=sha256:1dde5988cdcdd02db6325a0d1085a3b3a0d39856558f2fbb79928f6380f43423

Observation 582ccb35-9b8b-418e-9584-ea6bf4f9c667 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 43

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source=arxiv_source observed=2026-08-04T18:31:03.050210Z digest=sha256:7302474d9fafdfa19f21350c8df1a644730488c90b3c06df96b792f2104dd8ee

Observation 4e5721c8-a7cc-45db-8b17-3eeeedc5c803 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 44

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source=arxiv_source observed=2026-08-04T18:31:03.053333Z digest=sha256:4aa99544aaf782a3546b42d8dea11ac40b572050da31cd61e630a22c094093ae

Observation b7d5ed9d-34f8-4bb5-823d-84be24a8ee4c · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 45

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source=arxiv_source observed=2026-08-04T18:31:03.055918Z digest=sha256:d0ba483591f5c6d5ad60f82857ce682245f21643ffb84f272384158b2e783af1

Observation c5f52149-3e1a-4370-b904-a6d0c3022db9 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 46

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source=arxiv_source observed=2026-08-04T18:31:03.058386Z digest=sha256:293712de0b090820b3c9c961e6953dd13ae1b33ba4d751bfea98b3ac802426fd

Observation 6513a155-5598-4dd8-9d5a-406bc0a5fe00 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 47

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source=arxiv_source observed=2026-08-04T18:31:03.060725Z digest=sha256:37223ce49f18e431429cc7bf20b59b0e0054e01f85631c1b283c38f95a1ebe00

Observation 7113f2ca-2565-4bde-96a6-f340b4ce2d60 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 48

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source=arxiv_source observed=2026-08-04T18:31:03.063028Z digest=sha256:c90d7fe51d8b0d3c79d4d2dd1bd752428fa447deb1b2e77af540fb028b918d95

Observation a188f612-6b62-4039-998b-5d51c30640f4 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 49

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source=arxiv_source observed=2026-08-04T18:31:03.065366Z digest=sha256:b80762381acd47ae13d04d3a614eaf632e45ee9d263a824b997cbde56814cf83

Observation d0f7474e-242d-4001-89a6-65d4783c4229 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 50

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source=arxiv_source observed=2026-08-04T18:31:03.067717Z digest=sha256:64ca9fabe19027e36a3fad1608a96756efea05c511838c0e8330c4e739440dad

Observation 70ad83c2-aab2-445e-acd9-ffb1a33188ce · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 51

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source=arxiv_source observed=2026-08-04T18:31:03.070007Z digest=sha256:e12fca31d1e9194ce8156f9f77956e434286cc0a4d4f9ac2eb8ccf09e06fb565

Observation 2f60948c-6a47-4cbc-8b74-bec4c32978a0 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 52

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source=arxiv_source observed=2026-08-04T18:31:03.072446Z digest=sha256:f24e7a2a98680ef7c907385a545d5b8a98301f218af421d4b93766b168f6da84

Observation eca5bd40-0359-45f6-b014-47a9c32a0f41 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 53

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source=arxiv_source observed=2026-08-04T18:31:03.075432Z digest=sha256:a91dc81a9a3ecd12a1d54dfac72bc3c816eedfd6ad5ea1647f378559989e0a02

Observation 292060c0-cfb8-405d-9d35-cb26df5aeaeb · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 54

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source=arxiv_source observed=2026-08-04T18:31:03.078020Z digest=sha256:df4ff42ee27138408c598c8a782e1116e55df8ab988eb7cc816ed2d794c45cf9

Observation 84c7858c-7687-44cc-9814-376a8b804856 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 55

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source=arxiv_source observed=2026-08-04T18:31:03.080411Z digest=sha256:44f9a8d71b92210426e5da9ab62de8ae48549b6c9eb86e15656a46dde3f2fd13

Observation 29e4b641-8c22-4135-9385-6c1d3aa221a4 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 56

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source=arxiv_source observed=2026-08-04T18:31:03.082762Z digest=sha256:73041c01c34ec673260ef936cab9de048206678347e7174f7e39d92bf51aeaef

Observation 821163d8-30c9-454e-b8c4-aa82bb86bd0a · outbound

This paper cites J., Dellaert, B.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning J., Dellaert, B

Reference 57

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source=arxiv_source observed=2026-08-04T18:31:03.085040Z digest=sha256:dfd9f596cccec70b034429de610ef5bab2cb06436a30036e696f0a33c4f92d56

Observation 32a365b4-73e5-4378-8343-359c7eccac56 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 58

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source=arxiv_source observed=2026-08-04T18:31:03.087412Z digest=sha256:9e8f0614495840ef543ad847af4bd537251fa11a1fd2b5ff1d6d990f4ed70b04

Observation 12e59931-e145-48b9-8bd7-1bc0a91e4bab · outbound

This paper cites Amended administrative complaint, robinhood financial llc, dkt.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Amended administrative complaint, robinhood financial llc, dkt

Reference 59

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source=arxiv_source observed=2026-08-04T18:31:03.089915Z digest=sha256:2844eeb0d0e8bb3812ba8cb59c37cca367e62c2acefbadc01a1196a514a3a388

Observation e9eebdba-cdc7-45cc-aba7-1a8305a6bd41 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 60

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source=arxiv_source observed=2026-08-04T18:31:03.092433Z digest=sha256:d9e954bf9b4c3d4249289176483bd7798e01bcb9f4d87738b1e3e95c9d23eb27

Observation c9411a74-c565-49f9-b8ad-eb4fa1541135 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 61

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source=arxiv_source observed=2026-08-04T18:31:03.094828Z digest=sha256:aeb112c4633bd27461ded3a4cf8fec07f0b518573843be7f74ed32dafc5bc4a2

Observation b03242d4-2b4f-4134-aaa8-6cfa773c4142 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 62

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source=arxiv_source observed=2026-08-04T18:31:03.097129Z digest=sha256:b832b7cb040f6ec01e0092b0d7398f5a81a60e1f0481121db9d46b4a9813e520

Observation 609418e8-05b1-4a0d-8677-1a46f8e909d3 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 63

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source=arxiv_source observed=2026-08-04T18:31:03.099545Z digest=sha256:92920c22b939cf4bd75a82cd081ab0726357baf3cb7c380f59b95eda3d8a96f3

Observation 284d28a0-7e4f-49d8-889c-95a3771b6449 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 64

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source=arxiv_source observed=2026-08-04T18:31:03.101762Z digest=sha256:3b6c009edbebf642a05fb03827e4ceb053532303710ccd0c717c9c5328d0de2d

Observation e3316292-23e4-4375-89ea-9187d7ec6b69 · outbound

This paper cites G., Kliger, D., Reichman, A., and Rabinovitz, S.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning G., Kliger, D., Reichman, A., and Rabinovitz, S

Reference 65

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source=arxiv_source observed=2026-08-04T18:31:03.104063Z digest=sha256:6214eb4efdb2ca234cb84c1f7e74ffc011c9fa4287fc257200036ca76d6066be

Observation 31f9f3c0-7c94-4ac5-9755-359476466ae5 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 66

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source=arxiv_source observed=2026-08-04T18:31:03.106330Z digest=sha256:31b057f1353f8182a18fdf77e32dc832a174ebcc5311d62ee0679a70294a685f

Observation 30db0313-fe05-4fcd-8b73-809a11780b9c · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 67

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source=arxiv_source observed=2026-08-04T18:31:03.108597Z digest=sha256:e407cb105459c02ad04b900a997971e1c25e7341814997ef0fa4677d7f11d111

Observation d39958e1-b278-45e2-a420-1e1942151192 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 68

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source=arxiv_source observed=2026-08-04T18:31:03.110959Z digest=sha256:be7783a27e5acad8a4fda547b9870a35022a6894a70804dcd5651b0c722b83c7

Observation 81c53049-cc06-40da-9f26-a3d136a7a461 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 69

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source=arxiv_source observed=2026-08-04T18:31:03.113247Z digest=sha256:04e1bff2edcd93106095307a1b6b9a38061deb0f36812bc379d4354da34ae489

Observation 74bcbae5-7599-47ab-8821-e6bc196f0b2f · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 70

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source=arxiv_source observed=2026-08-04T18:31:03.115577Z digest=sha256:8d2898382464f2a389cb013d85303813c1880160f4561f7c084b35fa6ea43d18

Observation e2879c3f-fb80-486d-ade3-b6b44839e152 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 71

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source=arxiv_source observed=2026-08-04T18:31:03.117935Z digest=sha256:e935273b2ac49ce344c55e2eab3419d16eb9cfb64a22d9edfc07166768b4f3fc

Observation e03698bf-a06f-4989-9cd9-7bfeef902d67 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 72

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source=arxiv_source observed=2026-08-04T18:31:03.120207Z digest=sha256:d76fb9ed9515887dfb1f7a11273b702257fb5620dceaa32d5d764c3bd805270b

Observation b0ecbc46-8f79-4a0e-9e49-10f760b17175 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 73

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source=arxiv_source observed=2026-08-04T18:31:03.122572Z digest=sha256:4078a0d41afdde76fdfc3cbcbc45180ec209e62430bffcc7d83dd83dd0e434c2

Observation 3e4c5a3c-e1be-440e-9d7e-f5ca514b9d6f · outbound

This paper cites Securities and Exchange Commission (2020).

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Securities and Exchange Commission (2020)

Reference 74

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source=arxiv_source observed=2026-08-04T18:31:03.124988Z digest=sha256:c3e08e238b86a762cc45a704cc5e60812af0afb2bc39b02dac1d69d403607695

Observation efddb9e7-2a45-4c91-a4af-d109a38ccc43 · outbound

This paper cites Securities and Exchange Commission, Staff (2021).

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Securities and Exchange Commission, Staff (2021)

Reference 75

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source=arxiv_source observed=2026-08-04T18:31:03.127415Z digest=sha256:cadc50f25ec40e491f8d9715876339d8fba70c374ded0568fec3576b6eccb1c4

Observation 27a8d712-53dd-4002-bf4c-fe3dbf9feec4 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 76

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source=arxiv_source observed=2026-08-04T18:31:03.129886Z digest=sha256:35f5d5c3eb7f6cc2a182a89768f6a17aa3d0ed138cc51bc98351ab087c9040c4

Observation 857011ff-1cc9-4f75-8f71-d51d853558ce · outbound

This paper cites Recommender Systems in Financial Trading: Using machine-based conviction analysis in an explainable AI investment framework.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Recommender Systems in Financial Trading: Using machine-based conviction analysis in an explainable AI investment framework

Reference 77

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source=arxiv_source observed=2026-08-04T18:31:03.132217Z digest=sha256:f435a9691fd6d9503d906757ca996cc90a15a5cdd3b1cbe39e371ffebc463b3d

Observation 1051eb96-f0cb-4075-8f10-65e5daa614b8 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 78

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source=arxiv_source observed=2026-08-04T18:31:03.135039Z digest=sha256:f1cc087d4c8c5968845caeaa04ae2ddf224dbab9dba8a97979b38a2cd743f3eb

Observation 7e756806-166d-4744-a06e-0ad1dbaeb941 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 79

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source=arxiv_source observed=2026-08-04T18:31:03.137380Z digest=sha256:54dba1bb043cf715034ad15f2291561ed2ceaa04582374d50d819d0d4a2d8236

Observation 8bb94169-ca86-4d8e-8d6b-14e5712e0f06 · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

Reference 80

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source=arxiv_source observed=2026-08-04T18:31:03.139868Z digest=sha256:de3103c84a58995a7f73125a96b23a06defd03dc13f60683af2d15420e62251f

Observation 3ee03708-d261-4358-a3cd-37e545f49b7e · outbound

This paper cites an unresolved cited work.

Robo-Advisors Beyond Automation: Principles and Roadmap for AI-Driven Financial Planning Unresolved cited work

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no resolver link, observed 2026-08-04T18:31:03.142269Z

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source=arxiv_source observed=2026-08-04T18:31:03.142269Z digest=sha256:c7b0a06b0d1ff7257c8fbfd97f1c0c1c7d81fb471f80a43ea43561b13a6a5f56

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