Eva Behrens: public institutional connections
Observed 2026-09-05. Bounded public-source inquiry. No outreach, private access, paid access, or personal-life research. Roles, legal control, coauthorship, network membership, and funding are distinct edges. Parent research covers political access and Conjecture investors.
Findings
Behrens has material formal authority at Secure Future Research Ltd (company 15088415, the UK ControlAI entity identified in the parent investigation), in addition to the public-facing Special Projects Lead title. Companies House lists her as an active director appointed 22 August 2023 and an active person with significant control: more than 25% and no more than 50% of voting rights, plus rights to appoint/remove directors. Andrea Miotti is the other active director/PSC. Nicolas Moes resigned/ceased control on 7 November 2023. These are registered declarations, not proof of each person's day-to-day decisions. Do not call the voting percentage an equity share in a company limited by guarantee.
Her corroborated trajectory runs from European industrial/economic and innovation-policy work into AI policy research, then Conjecture operations and ControlAI. An October 2022 employer biography identifies her as a Center for Data Innovation policy fellow, with prior OECD fiscal foresight and Federation of German Industries industrial/Sino-European policy experience, and an MPA from UCL. May and November 2024 publications independently document her CFG and Oxford Martin collaborative work. Her own site dates the end of her CFG work to January 2025. Conjecture's May 2025 privacy notice names her as organizational contact. The current ControlAI team lists Special Projects Lead.
RECENCY: Her own website still labels Conjecture operations as current, but parent verified Connor Leahy's March 26, 2026 retrospective describing Conjecture's chapter ending. Treat Conjecture operations as a documented historical 2025 link, not confirmed simultaneous current employment. Link supplied by parent: https://www.ettf.land/p/conjecture-a-retrospective (not independently opened by this agent).
The most discriminating wider bridge is Talos Network: she self-reports membership, and the publisher's indexed alumni roster identifies her as a 2022 fellow. Talos acknowledges FLI, Coefficient Giving and Survival and Flourishing Fund support. However, the funding disclosure gives no dates or individual allocations, and expressly denies donor involvement in fellow selection, content and strategy. This is a funding-to-career-network connection, not evidence that these donors paid Behrens personally, financed her 2022 place, or command ControlAI.
CFG's disclosed seed backing from Dreamery and Tanka, plus subsequent general/program funding, describes her former employer's support. It is not a demonstrated funding path to ControlAI. Oxford/IAI publications show access to established policy research channels, not employment or official government authority at those publishers.
Source register and precise locations
S1. Companies House, Secure Future Research Ltd officers. https://find-and-update.company-information.service.gov.uk/company/15088415/officers . Opened/read 2026-09-05. Active director entry and appointment date; other active director Miotti, former director Moes. Web text lines 30-91. Register warns it does not check accuracy of filed information. Personal address, birth details and nationality are unnecessary and omitted.
S2. Companies House, persons with significant control. https://find-and-update.company-information.service.gov.uk/company/15088415/persons-with-significant-control . Opened/read 2026-09-05. Behrens notified 2023-08-22; Nature of control fields lines 50-52. Miotti same categories, Moes ceased 2023-11-07. No exact percentage beyond the disclosed band, and no evidence about private voting arrangements.
S3. ControlAI About Us. https://controlai.org/about . Opened/read 2026-09-05. Team lines 133-135: Eva Behrens, Special Projects Lead. Organization identifies UK company limited by guarantee; organization-wide legislative briefing claims do not establish that Behrens personally attended each meeting. No detailed job specification or internal delegated authority given.
S4. Eva Behrens own professional site. https://www.evabehrens.com/ . Opened/read 2026-09-05; undated. Lines 17-25 describe Conjecture operations, CFG until January 2025, CDI/ITIF, Pour Demain advice on EU AI priorities, OECD OPSI anticipatory-innovation work, BDI, Andritz procurement work, EF inaugural Polaris fellowship, Talos and UCL. Lines 28-39 list research outputs and conference presentation. These are self-reports; present-tense Conjecture role may be stale. Pour Demain, Andritz and Polaris specifics lack independent corroboration in this bounded inquiry. Her site says she contributed to A Narrow Path; no precise task/scope established here.
S5. Center for Data Innovation, Social Media Should Not Be Blamed for Lower Trust in Public Institutions, 2022-10-11. https://datainnovation.org/2022/10/social-media-should-not-be-blamed-for-lower-trust-in-public-institutions/ . Opened/read. Author biography at line 28 confirms policy fellow focused on European AI, prior OECD and BDI work, and UCL MPA. Article argues against inferring that social-media use causes institutional distrust and warns against censorship. This is a historical stated position, not evidence about every later policy proposal.
S6. CDI institutional About page. https://datainnovation.org/about/ . Opened/read 2026-09-05, undated current text. Lines 7-9 identify CDI as part of ITIF and host of AI Policy Network; supporters described as corporations, charitable foundations and individuals. No claim that Behrens belonged to every CDI network or personally received corporate money. ITIF supporter page was opened, but named funders and Behrens-era allocations were not extracted; no further inference.
S7. Istituto Affari Internazionali, Enhancing Global AI Governance through Compute Resource Management, 2024-05-24. https://www.iai.it/it/pubblicazioni/enhancing-global-ai-governance-through-compute-resource-management . Opened/read. Authors Behrens, David Janku, Bengusu Ozcan, Max Reddel (lines 59-69); author affiliation at 104 explicitly identifies Behrens/Janku as ICFG Advanced AI Researchers. Proposes a G7-backed, internationally co-governed compute standards institution, compute registry and impact assessment. Publication proves coauthorship and policy advocacy, not that the proposed consortium exists or that G7 governments endorsed it.
S8. Oxford Martin School, What Should Be Internationalised in AI Governance?, 2024-11-13. https://www.oxfordmartin.ox.ac.uk/publications/what-should-be-internationalised-in-ai-governance . Opened/read. Author list line 21 includes Behrens alongside Claire Dennis, Stephen Clare, Rebecca Hawkins, Morgan Simpson, Gillian Diebold, Zaheed Kara, Ruofei Wang, Robert Trager, Matthijs Maas, Noam Kolt, Markus Anderljung, Konstantin Pilz, Anka Reuel, Malcolm Murray, Lennart Heim and Marta Ziosi. This establishes joint authorship, not an Oxford employment/degree or each coauthor's endorsement of ControlAI. The abstract supports selective international coordination, with lower/mixed benefits for some policy areas.
S9. CFG, Establishing AI Risk Thresholds: A Comparative Analysis Across High-Risk Sectors. https://cfg.eu/wp-content/uploads/CFG-Establishing-ai-risk-thresholds-report.pdf . Opened/read selected relevant sections, 33 pages. Page 1 lists Behrens/Ozcan; page 33 identifies Behrens as Advanced AI researcher for international policy/governance. Analysis includes information as of late October 2024; exact publication date not established from PDF. It argues for externally set risk thresholds and independent oversight, comparing AI with other safety-critical industries. Self-site says presented at UK AISI conference in 2024; parent handles official event corroboration.
S10. Conjecture Privacy Policy. https://www.conjecture.dev/privacy-policy . Opened/read 2026-09-05. Updated May 14, 2025 (lines 42-44), names Eva Behrens under organization contact details (49-51). Further identifies Conjecture Inc. and Ltd. as covered entities (102-114). Corroborates a formal organizational operational contact at that period, not ownership or current continuing employment.
S11. Talos Network alumni directory. https://www.talosnetwork.org/alumni-network . Opened 2026-09-05 but dynamic roster did not render in extracted text. Publisher SEARCH-INDEXED result explicitly lists Eva Behrens, Talos Fellow 2022, current ControlAI Special Projects Lead; also lists Anna Bruvere as a 2022 fellow. Thus cohort/date is indexed-only; self-site directly confirms membership. Directory co-membership is not proof of personal collaboration with every other fellow.
S12. Talos Network Donate. https://www.talosnetwork.org/donate . Opened/read 2026-09-05. Funding Sources paragraph, line 74, acknowledges Coefficient Giving, FLI, Survival and Flourishing Fund, independent donors, and disclaims donor involvement in fellow selection, content and strategy. No dates/amounts, no individual awards. Donations described as supporting training and placements in government/think tanks/civil society; this is a stated institutional talent-development strategy.
S13. CFG Funding. https://cfg.eu/funding/ . Opened/read 2026-09-05. Lines 9-20: seed Dreamery (associated with CFG cofounder Steven Schuurman) and Tanka cover first five years' baseline; general support Powoki. Current program support lists ARIA, ACX/Manifund, AI Safety Tactical Opportunities Fund (Transatlantic), DAFgiving360 via LAD Climate Fund, Giving What We Can USA, Long Term for Planet and People, Silicon Valley Community Foundation, Quadrature Climate Foundation. No amounts or dates tying particular support to Behrens. Page says no primary government/corporate funding and no party funding; this is CFG's stated policy, not independently audited compliance.
Typed connection table
| From | To | Type | Period | Source | Limit |
|---|---|---|---|---|---|
| Eva Behrens | Secure Future Research Ltd | Registered director | From 2023-08-22; active observed 2026-09-05 | S1 | No private decision record |
| Eva Behrens | Secure Future Research Ltd | Registered voting control >25% through 50%; director appointment/removal rights | From 2023-08-22; active observed | S2 | Voting rights, not claimed equity or unilateral sole control |
| Eva Behrens | ControlAI | Special Projects Lead | Current team page observed 2026-09-05 | S3 | Job title alone gives no budget/signature delegation |
| Eva Behrens | Conjecture | Operations work; organizational privacy contact | 2025 documented; current continuity uncertain | S4/S10 | No demonstrated ownership |
| Eva Behrens | CFG/ICFG | Advanced AI policy researcher | Definitely May-Nov 2024; until Jan2025 self-reported | S4/S7/S8/S9 | Start date unknown |
| Eva Behrens | CDI/ITIF | Policy fellowship | By 2022-10-11 | S5/S6 | Historical employment; not present institutional mandate |
| Eva Behrens | OECD; BDI | Prior professional work | Before Oct2022 | S5 | Particular employment classification/dates not resolved |
| Eva Behrens | Pour Demain | EU AI policy advice | Date unspecified | S4 | Self-reported; no contract/payment/decision power found |
| Eva Behrens | UCL | MPA education | Degree reported Oct2022 | S5 | Not a present governance role |
| Eva Behrens | Talos Network | Fellowship/membership | 2022 indexed; membership self-confirmed | S4/S11 | Award/payment not established |
| FLI; Coefficient Giving; SFF | Talos Network | Financial support | Unspecified historical support disclosed 2026 | S12 | No amount or path to individual fellow established |
| Dreamery; Tanka; Powoki | CFG | Seed/general institutional support | Current retrospective disclosure | S13 | Not ControlAI funding |
| Eva Behrens and named coauthors | IAI; Oxford Martin School | Joint policy publication | May/Nov2024 | S7/S8 | Publication/coauthorship, not publisher endorsement of ControlAI |
Closed branches and unknowns
The UCL exact student page was search-indexed (2021-22 MPA cohort, mechanical engineering/East Asian Studies degrees) but opening failed; use employer-confirmed MPA only in strong findings. The former Polaris website linked by Behrens redirects to unrelated gambling content; discarded, no inference about the historical program or her. The BDI linked report failed to open; employer bio corroborates BDI work. OECD and Pour Demain targeted searches did not yield independent details; no repeated recovery.
No personal compensation, exact equity, private voting agreement, donor instructions, Behrens-specific government meeting list, or current Conjecture employment was established. Registered control is a direct power relation; most other findings establish professional formation, publication access or financial support to institutions. None establishes covert control or a common command structure.