# Holly ⏸️ Elmore (@ilex_ulmus) on x

- id: koinon:creator:x_ilex_ulmus
- url: https://koinonlink.com/kol/x/ilex_ulmus
- schema_version: 1.4

## Identity
- platform: x
- handle: ilex_ulmus
- platform_url: https://twitter.com/ilex_ulmus
- website: http://pauseai-us.org
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9378
- following: 260
- posts_total: 31718
- posts_observed: 20
- posts_per_day: 17.563
- account_age_days: 1806
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00459
- best_post_interactions: 43
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI hallucinations and real-world consequences, Critique of AI community norms and language, AI safety and pausing development
- bio: Dedicated to the protection and thriving of sentient beings. PhD in evo bio.🔸 Executive Director of @PauseAIUS. Opinions my own.

## Audience (inferred)
- status: present
- description: AI safety advocates, researchers and tech professionals concerned with AI risks and hallucinations
- roles: general_ai
- seniority: practitioner
- pain_points: AI hallucinations entering court cases and public records causing real harm, Sycophantic language and culture in AI communities, Satire and indirect communication masking serious AI product promotion
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 84
- authenticity_basis: engagement_observed
- credibility_score: 84
- flagged_for_review: false
- koinon_bd_grade: A — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_ilex_ulmus#7d1dfc88] Bathrooms are so plentiful in DC. The tiniest hole-in-the-wall place will have two huge, separate onesie bathrooms. And the paper towel dispenser will always be full. 😌 (https://twitter.com/ilex_ulmus/status/2063025897167585383)
- [x_ilex_ulmus#9de02c92] In the AI space, the word "kudos" almost unfailingly means "please allow me kiss your ass, sire". Generally it means the person is honored for the chance to kiss ass, and they show off proudly that they even consider themselves in a position to offer ass kisses.
- [x_ilex_ulmus#e754a210] This repository documents AI hallucinations making it into public record, court cases, and causing real world problems. You can submit hallucinations you discover here: https://t.co/nnFXF2BJGU
- [x_ilex_ulmus#2e92b393] Satire is cowardly and at most levels of communication this is just advertising the deadass product. Satire works bc the reader/viewer does all the work of figuring out the subversive point themselves. The writer doesn’t have to say it directly and can avoid provoki

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=77, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=108, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 77
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_ilex_ulmus
- Request removal: https://koinonlink.com/claim?k=x_ilex_ulmus
- Terms: https://koinonlink.com/for-ai