# Frenchie (@Frenchie_) on x

- id: koinon:creator:x_frenchie_
- url: https://koinonlink.com/kol/x/Frenchie_
- schema_version: 1.4

## Identity
- platform: x
- handle: Frenchie_
- platform_url: https://twitter.com/Frenchie_
- website: https://discord.gg/stockfr
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 45966
- following: 1068
- posts_total: 13066
- posts_observed: 1
- posts_per_day: 3.465
- account_age_days: 3771
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00764
- best_post_interactions: 351
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI交易有效性, AI技术历史演进, 量化交易与基础数学, 市场混沌与熵利用
- bio: Managing chaos & leveraging entropy | Trading | Fondamental Maths 🇫🇷 @hexagonemarkets
https://t.co/rEyjlS99R4

## Audience (inferred)
- status: present
- description: Traders and investors interested in AI-driven trading and quantitative finance, with a preference for French-speaking audiences having technical or mathematical backgrounds
- roles: general_ai
- seniority: practitioner
- pain_points: Determining whether AI trading strategies are outdated or stuck in prolonged consolidation, Lack of historical context on AI technological evolution leading to confused trading approaches, Seeking mathematically or fundamentally grounded advantages in high-entropy markets
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 95
- authenticity_basis: engagement_observed
- credibility_score: 95
- flagged_for_review: false
- koinon_bd_grade: B — 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_frenchie_#9cb10909] Le trade sur l'IA est-il mort ? (Je vous préviens c'est un mega tunnel) (https://twitter.com/Frenchie_/status/2070948134495068622)
- [x_frenchie_#78b633f7] >Non
- [x_frenchie_#e0b2bed3] Mais pour la première fois, ce n'est plus la bonne question, et il faut faire un petit voyage dans le temps pour se remettre les idées au clair
- [x_frenchie_#b35adb70] L'IA est un vieux fantasme, très vieux fantasme.
- [x_frenchie_#ce9394fb] Le terme naît en 1956, à Dartmouth. À l'époque, le transistor a moins de dix ans (une invention de la guerre), le circuit intég

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=79, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 79
- audience_updated_days_ago: 67

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