# The Neuron (@theneurondaily) on x

- id: koinon:creator:x_theneurondaily
- url: https://koinonlink.com/kol/x/theneurondaily
- schema_version: 1.4

## Identity
- platform: x
- handle: theneurondaily
- platform_url: https://twitter.com/theneurondaily
- website: https://linktr.ee/theneuronx
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1967
- following: 172
- posts_total: 1388
- posts_observed: 1
- posts_per_day: 0.991
- account_age_days: 1400
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00051
- best_post_interactions: 1
- 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: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI tool discovery, Practical AI application in work, AI education and skill building, AI ethics and misuse trends
- bio: 🧠 AI News Made Simple
📩 Join 700K pros getting our newsletter
Get daily AI tools, trends & insights.

## Audience (inferred)
- status: present
- description: AI practitioners and professionals seeking practical AI tool adoption, mainly from tech, marketing, and product roles
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to move beyond basic ChatGPT usage like search, Finding it hard to integrate AI tools effectively into daily workflows, Lacking structured learning resources to master AI tools for real work
- posts_analysed: 5
- 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: 68
- authenticity_basis: engagement_observed
- credibility_score: 68
- flagged_for_review: false
- koinon_bd_grade: A — 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_theneurondaily#f9d03ed6] https://t.co/oUVcELOARy (https://twitter.com/theneurondaily/status/2074176682924380502)
- [x_theneurondaily#be8e7946] Bookmark these AI tools you probably haven’t tried yet 👇
- [x_theneurondaily#6400584d] Most people use ChatGPT like Google. That's why they think it's overrated. We built a FREE ChatGPT course that teaches you how to use it as a practical work tool, not just a search engine. You'll learn: ✍️ Better prompts 📁 Projects 🤖 Custom GPTs 🧠 Memory 🖼️ Image generation ⚙
- [x_theneurondaily#eabea522] https://t.co/9vjZoOfw6N
- [x_theneurondaily#2bf1e2b0] Today in AI: 😺 Mexico’s top university UNAM canceled thousands of entrance exam scores after a spike in 100% results sparked an AI cheating scandal—enrollment suspended and even the president is involved. 🤖 Alibaba launches Qwen3.8-Max, a 2.4T parameter model with a coding agen

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