28/08/2026
Here is the second version of the same summary, also created entirely by ChatGPT, which, on its own initiative, added a surprisingly insightful conclusion:
FINAL CONCLUSION
The key question is no longer: “Who wrote the text?” but: “Can the author explain, defend and develop the ideas contained in it?”
Based on analyses, meta-analyses and comparative reviews conducted across multiple AI systems.
lingutransla
COMPARISON TABLE: HUMAN VS AI TEXTS
TEXT FEATURE
TEXT WRITTEN BY A HUMAN / TEXT WRITTEN BY AI (LLM)
RHYTHM & PACE (PERCUSSIVENESS)
Variable. Sentences vary greatly in length. Very short ones alternate with long ones. The text has a natural "melody". / Monotonous. Sentences have nearly identical length and structure (Subject + Verb).
STRUCTURE & PARAGRAPHS
Asymmetrical. One paragraph may have 2 sentences, another 6, depending on the flow of thought. / Sterile and symmetrical. Perfectly even blocks of text, often with bullet points.
ERRORS & STUMBLES
Natural anomalies. Typos, punctuation mistakes, repetitions resulting from haste. / Mechanical perfection. No spelling or grammar mistakes, no punctuation errors (sterility).
LOGIC & CONTENT
Focus on the essence. The author aims for the point, sometimes shortening their thoughts. / Semantic drift. Padding, repeating the same idea using different words.
CULTURAL CONTEXT
Local. Vivid examples, irony, colloquialism, metaphors from everyday life. / Global / Safe. Clichéd, universal metaphors (the river of time, bridges, foundations).
TEXT WRITTEN BY A HUMAN
VIVID AND IRREGULAR RHYTHM — Sentences vary greatly in length. The text has a natural "melody".
ASYMMETRICAL STRUCTURE — Paragraphs differ in length, depending on the flow of thought.
NATURAL IMPERFECTIONS — Typos, punctuation mistakes, repetitions caused by haste.
FOCUS ON THE ESSENTIAL — The author gets to the point, sometimes cutting thoughts short.
LOCAL CONTEXT & EXPERIENCE — Vivid examples, irony, colloquialisms, metaphors from everyday life.
EMOTIONS & SUBJECTIVITY — Strong opinions, hesitation, personal tone, changing views.
INCONSISTENCIES ARE NORMAL — Human thinking is non-linear; arguments don't have to fit perfectly.
NATURAL DIGRESSIONS — "Drifting" from the topic, then returning to it, unfinished thoughts.
RISK & CONTROVERSY — Human beings make unpopular statements and express polemical opinions.
TEXT WRITTEN BY AI (LLM)
EVEN AND MONOTONOUS RHYTHM — Sentences have similar length and structure. No "breath" or pauses.
PERFECTLY ORDERED STRUCTURE — Even paragraphs, often with bullet points. Pattern: intro > arguments > conclusion.
NO ERRORS — Zero typos, zero slips. Sterile perfection.
REPETITIVENESS OF IDEAS — The same idea expressed in many words. "The AI-loop" in conclusions.
GENERALITIES & ABSTRACTIONS — No concrete experiences. Overly universal examples.
NEUTRAL, SAFE TONE — No emotions, no strong opinions. Avoids controversy.
MORALIZING CONCLUSIONS — "To sum up...", "It is worth remembering...", "The key is...".
NO CHANGE OF MIND — AI does not change its opinion within a paragraph. Always linear.
NO EMPTY SPACES — AI always "fills in" everything. No pauses, no hesitation, no "I don't know".
…..
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