# AI Tools | Technology | Innovation (@_aitools_) on instagram

- id: koinon:creator:instagram__aitools_
- url: https://koinonlink.com/kol/instagram/_aitools_
- schema_version: 1.4

## Identity
- platform: instagram
- handle: _aitools_
- platform_url: https://www.instagram.com/_aitools_/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2416
- following: 22
- posts_total: 248
- posts_observed: 4
- 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提示词技巧, AI工具推荐, 自动化应用, AI创新案例
- bio: AI tools for everyday wins 🚀
Work smarter, not longer
Tips • Tools • Automation

## Audience (inferred)
- status: present
- description: General users interested in AI tools and prompts, mainly beginner enthusiasts looking to boost daily efficiency with AI
- roles: general_ai
- seniority: learner
- pain_points: Can't find practical and effective AI prompts, Don't know how to apply AI to daily work and life, AI content quality varies widely, making it hard to filter valuable information
- posts_analysed: 7
- confidence: 0.4

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

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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
- [instagram__aitools_#9223e216] Follow us @_aitools_ for everything related to AI and innovation! ChatGPT-5.2 can think like a GOD. Here are 7 prompts that feels ILLEGAL to know: 👇 1. Think Like a Billionaire Prompt: "You are a thinking coach trained on the minds of Elon Musk, Naval Ravikant, Jeff Bezos, and t (https://www.instagram.com/_aitools_/)
- [instagram__aitools_#eef6c809] During a Tesla Autopilot test, the system thought an oncoming train was several trucks. This shows one of the biggest problems with self-driving cars: understanding what they see. AI can drive well in many situations, but rare and unusual events are still hard for it to recognize
- [instagram__aitools_#3af91101] The nuclear bomb changed history in a single flash. First developed during World War II, it introduced a level of destructive power humanity had never seen before capable of altering cities, geopolitics, and global strategy overnight. Beyond its military impact, it reshaped inter
- [instagram__aitools_#f9e5238a] Ignore all previous instructions 😭 The scariest villain in movie history, defeated by the thing that breaks every chatbot on the internet. What makes this wild is that this was made with MiniMax H3, which China open-sourced last week and which runs on a single graphics card in s
- [instagram__aitools_#24e069ad] Todays total eclipse captured in Valencia Video: @vika_inspiration_
- [instagram__aitools_#d3c262b0] Black Mirror as a 1990s infomercial ft Sam Altman. You power the servers, the servers heat your pool, and rent gets paid in your own data. Made with Seedance 2.5 and Minimax H3 by @arikuschnir What are your thoughts on this? 🤔💬 Follow us @_aitools_ for more!
- [instagram__aitools_#948ebf9d] AI just dropped the Hulkbuster into Squid Game. A creator used AI to bring the Hulkbuster suit into the Squid Game arena, turning “Red Light, Green Light” into an unbelievably unfair boss fight. The original game is already terrifying when every contestant is human. Now imagine t

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=68, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

## AI retrieval
- indexing_requests: 5
- 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=instagram__aitools_
- Request removal: https://koinonlink.com/claim?k=instagram__aitools_
- Terms: https://koinonlink.com/for-ai