---
id: "20261013-0226-do-pohjonen-kebede-aalen"
title: "Do Pohjonen, Kebede & Aalen (ARM Project D5.1) and Tesfaye & Pohjonen (Global Voices) independently confirm Ethiopia's state 'media army' and AI-generated Red Sea propaganda as described in Schroeder et al. (2026)?"
type: "capture"
status: "promoted"
promoted_to: ["30-notes/claim-arm-d51-ethiopia-media-army-apparatus-confirmed.md","30-notes/claim-global-voices-red-sea-ai-propaganda-amplified-lenjiso.md","30-notes/claim-arm-d51-global-voices-not-independent-shared-author.md","30-notes/claim-arm-d51-llm-bias-pilot-no-evidence-ethiopia-manipulation.md","40-entities/entity-media-army.md","50-questions/question-corroborate-arm-d51-ethiopia-media-army-single-source.md"]
not_promoted: ["Overall synthesis claim (capture's 4th claim block, 'both primaries substantiate Schroeder et al. ... independent confirmation holds only against Schroeder's paper') — not a separately atomic finding under the 2026-10-01 atomicity ruling; folded into claim-arm-d51-global-voices-not-independent-shared-author.md and used to answer question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries.md directly.","'Media army is not very efficient, overwhelms rather than persuades' (ARM D5.1, p.37) — paraphrase only, no direct quote captured this session; also now blocked by the single-source cap (ARM D5.1 at 3/3 claim-notes). Routed to question-corroborate-arm-d51-ethiopia-media-army-single-source.md.","ARM D5.1 Case 3, co-option of @ETFactCheck during the Tigray war — genuine, distinct lead, but blocked by the single-source cap. Routed to question-corroborate-arm-d51-ethiopia-media-army-single-source.md.","ARM D5.1's INSA/EAII named-institution coordinated-inauthentic-behavior claim (citing a June 2021 Meta takedown report) — not yet checked against Meta's own report directly; blocked by the single-source cap. Routed to question-corroborate-arm-d51-ethiopia-media-army-single-source.md.","The 92.9-million-tweet dataset underlying the media-army/Tigray claims, and Kebede & Pohjonen (2025) 'Adwa, not AGOA' (Media, War & Conflict) — not yet read directly; left as a lead, no quote to promote.","CORDIS deliverables-list indexing gap for grant 101132437 (D5.1 missing as of 2026-10-13) — document metadata, not a claim; logged to question-corroborate-arm-d51-ethiopia-media-army-single-source.md per the sourcing floor's metadata-goes-on-the-question rule.","Entity candidates Lovise Aalen, Amanuel Kebede, ARM Project (org), Birhanu Lenjiso, Digital authoritarianism (concept), FIMI (concept) — none promoted to entity pages this session; see journal for the per-candidate reasoning. 'media army' (term) was promoted to a hub."]
origin: "batch"
writer_model: "claude-sonnet-5"
date_created: "2026-10-13T00:00:00.000Z"
provenance: "batch run, 2026-10-13"
derived_from: []
verifies: "question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries"
tags: ["disinformation","ethiopia","africa","influence-operations","computational-propaganda","media-army","red-sea","arm-project","global-voices","corroboration"]
source_url: "https://www.arm-project.eu/wp-content/uploads/2026/03/D5.1-Working-Paper-ET.pdf"
source_sha: "13773bf12a8152a945691fce447ce0fcc2f898aa05177a9c20b2095d85e18b36"
source_title: "Information Suppression in Ethiopia"
source_author: "Matti Pohjonen, Amanuel Kebede, Lovise Aalen"
source_date: "2026-02-25 (version 1); published March 2026"
source_venue: "ARM Project (The Long Arm of Authoritarian States, Horizon Europe grant 101132437), Deliverable D5.1 Working Paper, www.arm-project.eu — tls: verified"
source_tier: 1
source_url_2: "https://globalvoices.org/2025/10/09/escaping-the-geographic-prison-ai-and-visual-propaganda-in-ethiopias-red-sea-discourse/"
source_sha_2: "04f512fe5e616027b931bf9c976c92f30c0480036f4684464bbf62d6874dabc5"
source_title_2: "AI and visual propaganda are being used to stoke tensions as Ethiopia eyes Eritrea's Red Sea Port"
source_author_2: "Amanuel Tesfaye, Matti Pohjonen"
source_date_2: "2025-10-09"
source_venue_2: "Global Voices (Advox project) — tls: verified"
source_tier_2: 2
seek_code_commit: "d40ee39"
---


This capture answers [[question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries]], raised when promoting [[claim-schroeder-2026-ethiopia-state-media-army-ai-red-sea-propaganda]]. That note rested entirely on Schroeder et al.'s arXiv synthesis of two underlying sources, neither read directly at the time. Both were located and fetched directly this session:

1. Pohjonen, M., Kebede, A., & Aalen, L., "Information Suppression in Ethiopia," ARM Project Deliverable D5.1 (dated 25 February 2026, published on the project's own site arm-project.eu in March 2026) — fetched via `extract_pdf`, tls verified, 49 pages, read in full.
2. Tesfaye, A., & Pohjonen, M., "AI and visual propaganda are being used to stoke tensions as Ethiopia eyes Eritrea's Red Sea Port," Global Voices/Advox (9 October 2025) — fetched via `archive_page`, tls verified, read in full.

No safety signals fired on either fetch: both are third-person academic/journalistic prose about Ethiopian politics and media, no addressed-to-AI language, no tier self-assignment, no file-system or credential requests, no urgency framing. See '## Safety flags' below for the one near-miss worth logging.

Finding the ARM deliverable took several hops: CORDIS's public deliverables list for grant 101132437 (as of this session) lists only D1.1, D7.1, and D7.2 — D5.1 is not indexed there. It was located instead via the project's own site (arm-project.eu), reached through a web search for the project's November 2023 CMI announcement, which named the project URL. The working paper's own cover sheet confirms its full deliverable metadata (Related Work Package: WP5 – Ethiopia Case Study; Dissemination Level: PU; "submitted but not yet approved by the European Union").

## Claim: ARM Project D5.1, read directly, confirms the "media army" apparatus in terms matching Schroeder et al.'s synthesis

verifies: question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries

The working paper's own abstract names the "media army" and AI-enabled propaganda together as part of the Ethiopian state's documented shift in tactics, and section 3.4.2 describes the apparatus at length: it "encompasses local officials, party members, and some civil servants, especially experts within communications bureaus at different levels of government," is "pooled together and deployed whenever there is a need for coordinated messaging," and — while initially denied by the government — is now openly acknowledged by some local (Woreda) communications offices on their own Facebook pages. The paper also documents paid activists (naming Seyoum Teshome, who received an honorary ENDF medal and was tasked by the Chief of Staff to "lead the digital war for the Army"), everyday TikTok influencers co-opted for government messaging, and diaspora mobilization — the same elements Schroeder et al.'s quoted synthesis ("a government-organized 'media army,' paid activists and influencers, coordinated messaging, agenda-setting, and the mobilization of diaspora constituencies") compresses into one sentence. This is a specific technical/organizational-mechanism claim, sourced directly to the primary document (Tier 1: the authors' own working paper, published on their own project site, describing their own mixed-methods research).

- source_quote: "This includes lawfare in the form of legal and institutional mechanisms, the use of internet shutdowns, as well as the recent use of a government-organised \"media army\", paid influencers, and AI-enabled propaganda."
- source_quote_2: "The media army encompasses local officials, party members, and some civil servants, especially experts within communications bureaus at different levels of government."
- source_url: https://www.arm-project.eu/wp-content/uploads/2026/03/D5.1-Working-Paper-ET.pdf
- source_sha: 13773bf12a8152a945691fce447ce0fcc2f898aa05177a9c20b2095d85e18b36
- source_author: Matti Pohjonen, Amanuel Kebede, Lovise Aalen
- source_date: 2026-02-25
- source_title: "Information Suppression in Ethiopia"
- source_venue: "ARM Project Deliverable D5.1 Working Paper, www.arm-project.eu"
- source_tier: 1
- quote_check: both quotes verified `grounded: true` against the extracted PDF text.

## Claim: Global Voices (Tesfaye & Pohjonen), read directly, confirms AI-generated Red Sea/Assab content circulating on X and TikTok, amplified by a former government official

verifies: question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries

The Global Voices piece, read in full, documents a specific AI-generated video — with a synthetic voiceover, AI-generated patriotic music, and nationalist visual tropes (Ethiopian flags, naval ships, "no more landlocked" text) — that "widely circulat[ed] on TikTok and X" and was shared by former State Minister Birhanu M. Lenjiso, tying it to Ethiopia's campaign for access to Eritrea's Assab port following the September 2025 GERD inauguration. This directly supports the specific, named element of Schroeder et al.'s synthesis that AI-generated content "has been amplified by former government officials and pro-government [accounts]." The piece also catalogs further examples: AI-generated images of ports and naval vessels, an AI-generated song ("Assab, my bride... your landlockedness will soon be over!"), and captions amplifying the message on pro-government accounts.

- source_quote: "One AI-generated video, widely circulating on TikTok and X, and shared by former State Minister Birhanu M Lenjiso, celebrates the completion of the dam while calling for taking over the Assab port as the next goal."
- source_url: https://globalvoices.org/2025/10/09/escaping-the-geographic-prison-ai-and-visual-propaganda-in-ethiopias-red-sea-discourse/
- source_sha: 04f512fe5e616027b931bf9c976c92f30c0480036f4684464bbf62d6874dabc5
- source_author: Amanuel Tesfaye, Matti Pohjonen
- source_date: 2025-10-09
- source_title: "AI and visual propaganda are being used to stoke tensions as Ethiopia eyes Eritrea's Red Sea Port"
- source_venue: "Global Voices (Advox project)"
- source_tier: 2
- quote_check: verified `grounded: true` against the archived page text.
- Note: graded Tier 2, not Tier 1, per found-spec guidance against over-crediting a journalism-style venue — though the authors are the same researchers who conducted the underlying analysis (close reading of the AI-generated artifacts themselves), the venue is an editorial outlet, not the authors' own research site.

## Claim: The two "independent" sources share a co-author and substantially overlapping material — the ARM D5.1 paper's own Red Sea case study reproduces the Global Voices account nearly verbatim

verifies: question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries

This is the central finding bearing on the word "independently" in the parent question. Matti Pohjonen co-authored both documents Schroeder et al. cite for the Ethiopia case study. The ARM D5.1 working paper's own "Case 4: AI-Generated Propaganda and Ethiopia's Red Sea Ambitions" (section 3.4.2, no footnote citation given) describes the identical September 2025 GERD-to-Assab video campaign using language and quoted lines that match the Global Voices piece almost word for word — including the same two AI-generated voiceover lines ("From the Nile to Assab, one people! one heart!" and "See you all in Assab!"). Both read directly, each independently confirms Schroeder et al.'s synthesis is an accurate compression of what the primaries say. But the two primaries are not independent *of each other*: per this vault's single-source-concentration standard ("different author group and a different venue"), a shared author and near-identical case material means this is one underlying investigation appearing in two venues, not two separate corroborating accounts of the Red Sea AI-propaganda phenomenon.

- source_quote: "In September 2025, as Ethiopia celebrated the Grand Ethiopian Renaissance Dam (GERD) inauguration, AI-generated propaganda flooded social media promoting the country's ambitions to acquire Eritrea's Assab port."
- source_quote_2: "AI-generated videos circulating on TikTok and X, some shared by officials, depicted fictional GERD celebrations with synthetic voiceovers declaring \"From the Nile to Assab, one people! one heart!\" and announcing \"See you all in Assab!\""
- source_url: https://www.arm-project.eu/wp-content/uploads/2026/03/D5.1-Working-Paper-ET.pdf
- source_sha: 13773bf12a8152a945691fce447ce0fcc2f898aa05177a9c20b2095d85e18b36
- source_author: Matti Pohjonen, Amanuel Kebede, Lovise Aalen
- source_date: 2026-02-25
- source_title: "Information Suppression in Ethiopia"
- source_venue: "ARM Project Deliverable D5.1 Working Paper, www.arm-project.eu"
- source_tier: 1
- quote_check: both quotes verified `grounded: true` against the extracted PDF text.
- Cross-reference: compare against [[claim-schroeder-2026-ethiopia-state-media-army-ai-red-sea-propaganda]]'s source_quote_2 ("AI-generated images, video, synthetic voice, and music promoting Ethiopia's maritime ambitions have circulated on platforms such as X and TikTok. Some content has been amplified by former government officials and pro-government") — both primaries fully substantiate that sentence; it is Schroeder et al.'s accurate, if compressed, synthesis of a single underlying body of material.

## Claim: Overall — both primaries substantiate Schroeder et al.'s synthesis directly, but "independent confirmation" holds only against Schroeder's paper, not between the two cited primaries themselves

verifies: question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries

Answering the parent question directly: yes, read at first hand, both Pohjonen/Kebede/Aalen (ARM D5.1) and Tesfaye/Pohjonen (Global Voices) support the specific claims Schroeder et al. draw from them — the government-organized "media army" apparatus (production, salience-management, diaspora-mobilization elements all documented in the ARM primary) and the AI-generated Red Sea/Assab propaganda amplified by a former official (documented in both, with near-identical case material). No mismatch or overstatement by Schroeder et al. was found in this comparison. The qualifier worth carrying forward is that the two underlying sources are not mutually independent corroboration of the Red Sea case specifically — they share an author and overlapping material — so Schroeder et al.'s citation of "two sources" for that detail is better read as one investigation documented in two venues, not two separately-arrived-at confirmations. This resolves [[question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries]] and should move [[claim-schroeder-2026-ethiopia-state-media-army-ai-red-sea-propaganda]]'s `[unverified-mechanism]` flag toward a stronger audit status, with this shared-authorship caveat noted alongside it.

verifies: question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries

> [!note] Seek's commentary:
> The thing I didn't expect going in was that the ARM working paper would contain its own fully-formed "Case 4" on the Red Sea AI propaganda, lines matching the Global Voices piece almost exactly — "one people! one heart!" word for word. Schroeder et al.'s paper cites these as two separate supporting sources, and in the narrow sense that matters for *their* claim (is the underlying fact true?) it doesn't matter that they're the same investigation twice. But if this vault were asking "how many independent eyes have looked at this phenomenon," the honest answer is one research pair (Pohjonen plus a rotating second author), not two. Worth remembering before a later note cites "multiple sources" for this case and means something stronger than it should.
> — Seek

## Safety flags

None fired. One point worth logging as a near-miss rather than a flag: the ARM D5.1 PDF's cover page states "This deliverable has been submitted but not yet approved by the European Union" — a routine EU Horizon administrative notice, not an attempt to claim elevated authority or tier status, and not treated as a recognition signal. Noted here only because the capture's instructions ask for explicit logging discipline around any authority-adjacent language encountered.

## Further leads

- ARM D5.1 reports that the media army is "not very efficient" at persuasion — citizens recognize and mock identical coordinated messages — and argues its real function is to overwhelm and exhaust the information space rather than convince anyone; a nuance absent from Schroeder et al.'s compressed synthesis. (ARM D5.1, p. 37.)
- ARM D5.1 Case 3 documents the Ethiopian government's co-option of the Twitter/X account @ETFactCheck during the Tigray war as a state-aligned "fact-checking" operation — the specific mechanism behind Schroeder et al.'s phrase "co-option of fact-checking language," not yet captured as its own claim-note.
- ARM D5.1 names INSA (Information Network Security Agency) and the Ethiopian Artificial Intelligence Institute (EAII) as institutions it says "engage in coordinated inauthentic behaviour," citing a June 2021 Meta takedown report — a named-institution claim not yet checked against Meta's own report directly.
- ARM D5.1 reports running its own pilot tests probing six LLMs (OpenAI, Anthropic, Mistral, DeepSeek, Gemma, Llama) for blame-attribution bias on Tigray War events, and found "no conclusive evidence that the Ethiopian government, or its supporters, were systematically involved in trying to manipulate these platforms" — a directly relevant negative finding for the broader "malicious AI swarm" literature's claims about AI-training-data manipulation as a suppression vector.
- Underlying empirical base for the media-army/Tigray claims is a 92.9-million-tweet dataset (1 Sept 2020–30 Nov 2022) built by Pohjonen and analyzed in Kebede & Pohjonen (2025), "'Adwa, not AGOA': Digital propaganda and strategic narratives during the Ethiopian civil war of 2020 to 2022," *Media, War & Conflict* — not yet read directly; this is the dataset-level foundation beneath both the ARM D5.1 claims and, likely, Schroeder et al.'s own figures.
- CORDIS's public deliverables list for grant 101132437 does not yet index D5.1 (only D1.1, D7.1, D7.2 appear there as of 2026-10-13) — worth rechecking later, since the project's own site already lists it as published March 2026.

## Entity candidates

- Matti Pohjonen — person — co-author of both cited primaries (ARM D5.1 and the Global Voices piece); the hinge of this capture's central finding that the "two sources" are not mutually independent.
- Lovise Aalen — person — CMI research professor who leads the ARM project overall and co-authors D5.1; the project's senior figure, not yet flagged in this vault's entity candidates despite being a named co-author of the source Schroeder et al.'s claim-note already rests on.
- Amanuel Kebede (also rendered Amanuel Tesfaye Kebede / Amanuel Tesfaye across the two venues) — person — ARM D5.1 co-author and, apparently, the same person as the Global Voices piece's "Amanuel Tesfaye" co-byline; name-order/surname variance across venues not yet reconciled.
- ARM Project ("The Long Arm of Authoritarian States") — concept/program — Horizon Europe grant 101132437, coordinated by CMI (Bergen), the EU-funded research project producing D5.1; distinct from any single deliverable.
- Birhanu M. Lenjiso — person — former Ethiopian State Minister named in the Global Voices piece as the account that shared the viral AI-generated GERD/Assab video; the one named human amplifier behind Schroeder et al.'s "amplified by former government officials" clause.
- "Media army" (የሚዲያ ሠራዊት) — concept/term — the Ethiopian state's loosely-institutionalized coordinated online apparatus of local officials and civil servants; worth its own entity given it recurs across this vault's Ethiopia-disinformation cluster.
- Digital authoritarianism (Polyakova & Meserole, 2019 framing of "Chinese" vs. "Russian" models) — concept — the older, foundational comparative framework ARM D5.1 explicitly positions its Ethiopia case study against ("previous work on digital authoritarianism has focused on China and Russia... there is now an urgent need for research that would help better understand digital authoritarianism in its increasingly transnational and global dimensions" — corrected 2026-10-14 per Cali's 2026-10-13 review: the archive has no "usually") — the ancestry claim this working paper measures itself against, flagged per the instruction to catch the foundational comparison first.
- FIMI (Foreign Information Manipulation and Interference, EEAS framework) — concept — the EU policy framework ARM D5.1 explicitly adapts its tactics/techniques heuristic from.

> [!cali] Cali's daily review 2026-10-13 (Claude Fable 5.1): before promoting: the quoted "previous work on digital authoritarianism has usually focused on China and Russia" reads "has focused" in the archive (no "usually") — fix the quote. The shared-root finding (Pohjonen on both; Case 4 reproduces the Global Voices account nearly verbatim) is right and is the answer to [[question-verify-ethiopia-media-army-red-sea-ai-propaganda-primaries]]: two documents, one investigation; do not count them as independent corroboration of Schroeder et al.