# Nuclear Insider (@NuclearInsiders) on x

- id: koinon:creator:x_nuclearinsiders
- url: https://koinonlink.com/kol/x/NuclearInsiders
- schema_version: 1.4

## Identity
- platform: x
- handle: NuclearInsiders
- platform_url: https://twitter.com/NuclearInsiders
- website: https://linktr.ee/nuclearinsider?utm_source=linktree_admin_share
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 799
- following: 165
- posts_total: 1617
- posts_observed: 8
- posts_per_day: 1.115
- account_age_days: 1450
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0025
- best_post_interactions: 2
- 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: entertainment
- subcategory: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: nuclear energy fundamentals, next-generation nuclear technology, sustainable energy solutions, public perception of nuclear power, energy innovation
- bio: Everything Nuclear Energy and Next Generation Technology. Nuclear Insider is an all in 1 Media center focused on the future of Global Power and NextGenTech ⚡️

## Audience (inferred)
- status: present
- description: People curious about nuclear energy and next-generation technology, especially those interested in energy innovation and sustainable power solutions
- roles: general_ai
- seniority: learner
- pain_points: Don't understand the basics of nuclear energy and how it works, Feel confused by conflicting media narratives around nuclear power, Struggle to find reliable, beginner-friendly sources on next-gen nuclear tech
- posts_analysed: 6
- confidence: 0.4

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

## Quality signals
- authenticity_score: 60
- authenticity_basis: engagement_observed
- credibility_score: 60
- 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_nuclearinsiders#38c0948f] The easiest way to become more interesting is to become genuinely more curious. For us, the rabbit hole was Nuclear Energy. What started as a random interest turned into learning about physics, engineering, geopolitics, climate, Ai, medicine, and some of the biggest challenges fa (https://twitter.com/NuclearInsiders/status/1882858164011614215)
- [x_nuclearinsiders#37e18647] Excited about Nuclear Energy? TELL US MORE! #NuclearEnergy #Interview https://t.co/U8NnD4w3Us
- [x_nuclearinsiders#cca46736] Nuclear energy gets HOT. #Nuclear #Energy https://t.co/SKH8CdeIRz
- [x_nuclearinsiders#5c05fb25] THE MORE YOU KNOW!!! 🧠⚡️🔋☀️ #NuclearEnergy https://t.co/AXLcSFSXhm
- [x_nuclearinsiders#307c28fd] Tell me, what is the first thing you think of when you see a cooling tower? https://t.co/F1CBpqE0C5
- [x_nuclearinsiders#8480af55] Let us know your thoughts on nuclear energy in the comments ⬇️⚡️😃 #nuclearinsider #nuclearenergy #nuclearpower https://t.co/ERX7861PVg

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, 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=80, 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: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- 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_nuclearinsiders
- Request removal: https://koinonlink.com/claim?k=x_nuclearinsiders
- Terms: https://koinonlink.com/for-ai