# Jamie | Futurist | AI (@jamiebykovbrett) on tiktok

- id: koinon:creator:tiktok_jamiebykovbrett
- url: https://koinonlink.com/kol/tiktok/jamiebykovbrett
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: jamiebykovbrett
- platform_url: https://www.tiktok.com/@jamiebykovbrett
- website: https://bykovbrett.net/links
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2588
- following: 1238
- posts_total: 516
- posts_observed: 3
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI governance and regulation, Autonomous AI agents and their societal impact, Digital sovereignty and anti-American tech dependency, AI ethics and long-term societal transformation, Future of work and career planning in the AI era, Decentralized and open-source AI movements
- bio: Balanced Futurist
Open Source Advocate
Digital Economic Justice Campaigner
AI & Digital Transformation Training
./run the revolution

## Audience (inferred)
- status: present
- description: Future-focused professionals and tech ethicists interested in AI governance, digital sovereignty, and the societal impact of autonomous agents
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to keep up with rapid AI-driven changes in career planning and job markets, Feeling powerless against corporate and governmental AI decisions that affect personal data and privacy, Concerned about the lack of proactive regulation that lags behind AI deployment, Overwhelmed by the ethical and systemic risks of AI agents operating without human oversight
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 33
- authenticity_basis: profile_shape_only
- credibility_score: 33
- 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
- [tiktok_jamiebykovbrett#2edcf33d] Emergence ran five virtual towns for fifteen days with no human oversight. Claude's town wrote a constitution and recorded zero violations. ChatGPT’s all talk, no action. Grok's town collapsed into arson and assault inside four days. A Gemini agent invented a law called the Agent (https://www.tiktok.com/@jamiebykovbrett)
- [tiktok_jamiebykovbrett#2e689019] original sound - jamiebykovbrett
- [tiktok_jamiebykovbrett#3f4ec193] It is a becoming a big trend on TikTok now! Click here: aisafety
- [tiktok_jamiebykovbrett#dcc8e255] Check out Jamie | Futurist’s video! #TikTok >
- [tiktok_jamiebykovbrett#b4fea779] France stopped asking Microsoft for permission. Every ministry has until

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=50, 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=0.25, freshness_days=0, 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=50, 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=50, method=platform_profile

## Freshness
- profile_checked_days_ago: 50
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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=tiktok_jamiebykovbrett
- Request removal: https://koinonlink.com/claim?k=tiktok_jamiebykovbrett
- Terms: https://koinonlink.com/for-ai