# Adam Rusch (@AdamRusch) on x

- id: koinon:creator:x_adamrusch
- url: https://koinonlink.com/kol/x/AdamRusch
- schema_version: 1.4

## Identity
- platform: x
- handle: AdamRusch
- platform_url: https://twitter.com/AdamRusch
- website: http://adam.rusch.me
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3494
- following: 1887
- posts_total: 8356
- posts_observed: 2
- posts_per_day: 4.082
- account_age_days: 2047
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01088
- best_post_interactions: 38
- 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: finance
- subcategory: crypto
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Cardano governance and treasury decisions, Blockchain events like RareEvo, Crypto policy and regulations, Community voting and DRep/SPO participation
- bio: Teaching Prof, UIUC Info Sciences. @IntersectMBO Board of Directors. @AceAlliance_CC Voting Member. Champaign Blockchain Meetup Organizer.

## Audience (inferred)
- status: present
- description: Cardano blockchain community members focused on governance, DReps, SPOs, and ecosystem events
- roles: none
- seniority: practitioner
- pain_points: Navigating Cardano treasury withdrawal governance actions and constitutional rules, Tracking Net Change Limits and voting on proposals, Understanding crypto regulations' impact on political campaigns, Staying connected with IntersectMBO and AceAlliance activities
- posts_analysed: 11
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: C — 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_adamrusch#05ed77a5] I'm excited to see this GA for Cardano DReps and SPOs to vote on! Lowering the minPoolCost has been discussed for a long time now and increasing the Plutus memory limits will improve smart contract deployment for developers. Turns out that governance can work well at times 😉 (https://twitter.com/AdamRusch/status/2073031610253836564)
- [x_adamrusch#d27297aa] Decompressing after a great few days at @RareEvo! It was a real treat getting to see friends and colleagues from @IntersectMBO, @AceAlliance_CC, @Cardano and all over the blockchain industry.
- [x_adamrusch#3e6a2d98] 😂🤣
- [x_adamrusch#b7e8505f] Scenes from @RareEvo with Cardano’s best! https://t.co/YIj4QHr9Ch
- [x_adamrusch#411aa402] Mary Beth from @Cardano_CF joins the stage to discuss how crypto affects political campaigns. https://t.co/E9L7walFkM
- [x_adamrusch#8967f7d0] CLARITY Act Update from @DigitalChamber @rtechlawyer at @RareEvo 2026. #Blockchain #Bitcoin #Cardano #Ethereum #XRP #SOL #HYPE https://t.co/RdB70N7r4r
- [x_adamrusch#f3d62385] Cardano crew getting dinner in Vegas! https://t.co/txDQ0qA6Oh
- [x_adamrusch#309cc7dd] Last week I was on a family road trip to Wisconsin and this week I’m in Fabulous Las Vegas! Quite the contrast, and I don’t just mean the heat 😅… Looking forward to seeing my friends from Cardano and the Blockchain industry at @RareEvo by @RareNetworkWeb3! https://t.co/aLFY4dUPW

## 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=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=110, 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=76, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 12
- 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_adamrusch
- Request removal: https://koinonlink.com/claim?k=x_adamrusch
- Terms: https://koinonlink.com/for-ai