Monday, April 6, 2026

42_School does not stand on its originality, it consumes existing science of others

 ChatGPT wrote: 

42 School Project Category

Example Projects at 42_School

Closest Coursera/IBM Equivalent



Notes (Inspiration / Similarity)



Basic Programming in C

libft, get_next_line, ft_printf

C Programming Courses (e.g., University / Duke / UCSC on Coursera)

Core language fundamentals — no one “owns C”, all implement classic exercises.

Algorithms & Logic

push_swap, philosophers

Algorithms & Data Structures Specializations

Standard CS problems; 42 uses classic problems, not original.

System & Network

minitalk, networking basics

Network Programming / Operating Systems Courses

Industry and CS courses also cover these fundamentals.

3D / Graphics

fdf (simple 3D renderer)

Graphics courses (OpenGL/DirectX)

Conceptually similar — not invented by 42.

Web Application (student choice)

Transcendence (student-defined web app)

IBM Full Stack Developer Professional Certificate

Full‑stack pattern is industry standard; 42 uses similar ideas.

Authentication / APIs

Custom auth in web projects

REST API courses in Coursera certificates

API design is a common industry pattern.

Database & Storage

Simple persistence in projects

Databases + SQL in backend professional certificates

Not unique to 42 — standard tech stack.

Front‑End UI

Web projects (if chosen)

HTML/CSS/JavaScript, React courses

Same technologies used across industry courses.

Deployment / Docker / Cloud

Rare / optional

Cloud & Deployment in IBM Full Stack

Industry paths include deployment explicitly; 42 may not.

Capstone / Full App

Project defined by student progression

IBM Full Stack Capstone

Conceptually similar; Coursera capstone is industry‑aligned.

💡 What This Table Actually Shows

🧠 1) Language & Fundamentals

  • Projects like libft, get_next_line teach core C programming logic.
  • These are classic computer science exercises, not 42‑invented.
  • Similar versions exist in university CS courses (and on Coursera).

👉 So: not “unique 42 innovation” — just classic fundamentals established by computer scientists or endustry .


🌐 2) Full‑Stack & Web Apps

  • 42’s “Transcendence” or web app projects teach full‑stack building blocks.
  • On Coursera, IBM’s Full Stack certificate also teaches the same topics with guided lessons and rubric grading.

👉 Both cover same technologies — front‑end + back‑end + database.


🔧 3) Evaluation Style Differs

  • 42 evaluates by student-peers — no formal rubric or automated tests for many projects, there is not supervising instructors, a bad point for 42 school.
  • Coursera/IBM uses rubrics + automated testing + sometimes AI — objective measurement.

👉 This is where the real difference lies: “how they grade,” not “what they teach.”


📌 About “Originality” vs “Adaptation”

✅ What is 42-school doing?

  • Taking well‑known programming problems and real‑world application ideas.
  • Building a hands‑on, self‑directed application learning path.
  • Its uniqueness is the education method, not the content invention.
  • 42-School covers a very narrow field.

    • Its curriculum is heavily focused on C language and system-level programming.
    • While it provides intense hands-on projects in that area, it does not cover broader computer science topics like databases, web development, AI, Java or Python programming.

📍 What is NOT 42-school doing?

  • Inventing new programming languages.
  • Inventing new web frameworks.
  • Inventing new databases or deployment technologies.

These are all industry innovations (Google, Oracle, Microsoft, etc.).

👉 In that sense: 42-school doesn’t “own” programming content — it consumes, repackages existing knowledge. 

Feature


 42-School
Coursera
ScopeNarrow → curriculum focused on C language and system programmingWide and rich → includes C, Python, Java, web development, data science, AI, COBOL, and more
Project IntensityHeavy on C projects → pointers, memory management, algorithms, multithreading, graphicsTheory and projects both available → multiple languages, applied learning, AI-based assessments
Learning ApproachProject-based → students learn mostly independentlyStructured courses → lectures + theory + quizzes + valuable lab projects
Portfolio / CertificationProject-based → showcases skills but there is no official certificate or they are not deployed to real-world environmentsProjects + theoretical knowledge +deployed lab projects + official certificates → more recognized and scientific value

🧠 Bottom Line (Clear Summary)

✔️ IBM/Coursera projects

  • Based on industry standards
  • Include theory + guided learning + objective evaluation
  • Produce recognized certificates

✔️ 42-School projects

  • Based on classic CS topics and open tech stacks
  • Encouraged as self‑taught, hands‑on projects
  • Evaluated by students only, not objective systems

  • Weaknesses of 42-school:
    • Peer student-to-student without supervising instructor review means that an inexperienced or less capable student can evaluate others, which may lead to inconsistent grading.
    • The system itself doesn’t inherently provide scientific validation of project mastery like Coursera’s AI and rubric-based assessments.
  • Future potential of 42-school:
    • AI-assisted grading could combine the free, hands-on benefits of 42 School with objective evaluation, making it similar to a multilingual version of Coursera, while keeping it practical and accessible.
    • The value of 42 lies in exposing students to existing technologies and critical projects, not in inventing new ones. Student-to-student review issues can be mitigated by AI-assisted grading.
 📌 So What Can You Conclude?

🔹 42-school doesn’t invent content — it consumes, uses existing technologies and classic CS exercises.
🔹 Coursera/IBM also uses the same technologies — but with structured theory + grading system.
🔹 In terms of content similarity, they are closely aligned because both teach software engineering basics and full‑stack development.
🔹 In terms of original innovation, the true source of these technologies is the industry such as IBM, Oracle, Google and academic world, not 42_School.

However, coursera with its labs is not available in many languages and 42-School can be helpful or a good opportunity for learners who struggle with English. 42-School is particularly good for organizing a portfolio to apply jobs. 


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