GPT-5.2 is a total monster

GPT-5.2 is a total monster

🎙 AI Search 👥 715K 📅 December 16, 2025 ⏱ 36 min 👁 127K 📄 expert opinion 🧭 2026-08-03
Available in: English (current) Français

Keywords

GPT-5.2AI capabilitiescodingvisual reasoningbenchmarks

Summary

The video is a comprehensive review and testing of OpenAI’s GPT-5.2 model, comparing it with Gemini 3 Pro. The creator runs a series of complex prompts, including a beehive simulation, a Photoshop clone, image-to-3D generation, metallic spheres with ray tracing, a Windows 11 clone with working Excel and PowerPoint, a night sky viewer, anime character labeling, finding Waldo, table to spreadsheet conversion, flowchart to HTML, camouflage test, medical scan analysis, and geoguessing. Each test is demonstrated with the model’s thinking process and the resulting output. The creator highlights GPT-5.2’s strengths, such as its speed, accuracy, and ability to handle multi-step tasks, and notes some limitations, like occasional errors. The video also covers the model’s specs, key points, and external leaderboards and benchmarks. The overall impression is that GPT-5.2 is a significant improvement over previous models, with impressive capabilities in coding and visual tasks.

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Critical Evaluation

The video provides a thorough and hands-on evaluation of GPT-5.2, showcasing its capabilities across a diverse set of complex tasks. The creator demonstrates technical expertise by designing prompts that test the model’s limits, such as creating a Photoshop clone with working filters and blend modes, and a ray-traced simulation of two metallic spheres with accurate reflections. The inclusion of the model’s thinking process adds transparency and helps viewers understand the reasoning behind the outputs. The comparison with Gemini 3 Pro is useful, though it is based on the creator’s own testing and may not be fully objective. The video also mentions external leaderboards and benchmarks, but does not delve into the details, which could be a limitation for viewers seeking quantitative comparisons. The sponsor segment is clearly indicated, but it is not separated from the main content, which might be a minor ethical concern. Overall, the video is informative and well-executed, but the evaluation is subjective and lacks a rigorous methodology. The creator’s enthusiasm for the model is evident, but he also notes some limitations, such as the inability to create a fully functional Excel in the Windows clone. The video would benefit from more detailed analysis of the benchmarks and a more critical examination of the model’s failures. Nevertheless, it provides valuable insights into the current state of AI capabilities and is a useful resource for those interested in the latest developments in large language models.

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Title / Content Match

The title accurately reflects the content, as the video showcases GPT-5.2's impressive capabilities, though the 'monster' descriptor is subjective.

Quality & Reliability

7/10

The video provides hands-on testing of GPT-5.2 with multiple complex prompts, showing both strengths and limitations. The creator demonstrates technical expertise and includes references to official OpenAI blog and external benchmarks. However, the evaluation is subjective and lacks rigorous methodology, and the sponsor segment is not clearly separated.

Chapters

Cited Sources

  • Introducing GPT-5.2 — Official OpenAI blog post announcing GPT-5.2, referenced for specs and key points.
  • AI Search Tools & Jobs — Creator's website for finding AI tools and jobs, mentioned in the video.
  • AI Search Newsletter — Creator's newsletter, mentioned for further updates.
  • NVIDIA RTX 5000 Ada — GPU used by the creator, mentioned in the equipment list.
  • Dell Precision 5690 — Laptop used by the creator, mentioned in the equipment list.

Concurring Sources

  • OpenAI GPT-5.2 announcement — Official source confirming the existence and features of GPT-5.2.

Dissenting Sources

  • Gemini 3 Pro — The video compares GPT-5.2 with Gemini 3 Pro, but no specific source is provided for Gemini 3 Pro's capabilities. The comparison is based on the creator's own testing.

Contribution & Novelties

The video provides a practical, hands-on evaluation of GPT-5.2, showcasing its capabilities in complex coding and visual tasks. It highlights specific improvements over previous models, such as accurate reflections in ray-traced scenes and functional spreadsheet applications. The creator also shares insights into the model’s thinking process, which is valuable for understanding its reasoning.

Pour aller plus loin :

  • OpenAI GPT-5.2 announcement — Official details on the model’s features and improvements.
  • Ray tracing in WebGL — Technical background on the ray tracing implementation used in the metallic spheres test.
  • Large language models evaluation — Academic paper on evaluating LLMs, relevant to understanding benchmark methodologies.

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Radar Profile

The radar profile shows a balanced performance across all dimensions, with slightly higher scores in quantity of information and technical level, indicating a comprehensive and technically detailed review. The lower score in reliability suggests some subjectivity in the evaluation.

Reliability 7/10

💬 Très positif. Sur les 30 commentaires analysés, la majorité exprime une forte admiration pour les capacités de GPT-5.2, notamment la vitesse et la précision des tâches complexes, avec quelques commentaires humoristiques et un intérêt pour les applications futures.