# Cmd+AI (@cmdAIshow) on youtube

- id: koinon:creator:youtube_cmdaishow
- url: https://koinonlink.com/kol/youtube/cmdAIshow
- schema_version: 1.4

## Identity
- platform: youtube
- handle: cmdAIshow
- platform_url: https://www.youtube.com/@cmdAIshow
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3410
- posts_observed: 50
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Claude Code与Cursor等AI编码工具, Webflow、Figma等AI增强设计平台, Anthropic、OpenAI等公司动态与争议, AI工具对比与新功能发布, Web开发与AI集成案例
- bio: Cmd+AI (command AI) is a weekly show that searches through the internet's AI news to decode the latest developments in AI web ...

## Audience (inferred)
- status: present
- description: AI tool practitioners and web developers who stay updated on the latest developments in AI coding and design tools like Claude Code, Cursor, and Webflow
- roles: dev
- seniority: practitioner
- pain_points: AI tools evolve too quickly to keep up with and make informed choices, Practical integration challenges and MCP issues with tools like Claude Code and Cursor, High AI hallucination rates affecting code and content reliability, Frequent enterprise decisions (e.g., from Anthropic, OpenAI) disrupting workflows
- 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: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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
- [youtube_cmdaishow#29ead7c2] 🦞 Andrej Karpathy Speaks... We Listen #OpenClaw (https://www.youtube.com/@cmdAIshow)
- [youtube_cmdaishow#3e4eeeda] The #Anthropic #superbowl Ads Got Sam PISSED
- [youtube_cmdaishow#b4659909] #GPT #Codex App Does Something Special
- [youtube_cmdaishow#0f1d4d46] #Figma Are Going After #Adobe
- [youtube_cmdaishow#c02d9f07] #Moltbook Came CRASHING Down
- [youtube_cmdaishow#b592585f] #Opus 4.6 vs #Codex 5.3
- [youtube_cmdaishow#c242d2a8] #Webflow Launch New UI!
- [youtube_cmdaishow#c5554ace] Vercel Just Made Adding Skills Incredibly Easy

## 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=66, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=66, 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=66, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=83, 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=66, 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=83, 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=83, method=platform_profile

## Freshness
- profile_checked_days_ago: 83
- content_analysed_days_ago: 66
- audience_updated_days_ago: 66

## 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=youtube_cmdaishow
- Request removal: https://koinonlink.com/claim?k=youtube_cmdaishow
- Terms: https://koinonlink.com/for-ai