Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Breaking news about Gemini3 Gemini 3 has achieved significant performance improvements in many aspects compared to its predecessor Gemini 2.5 Pro.

Breaking news about Gemini3 Gemini 3 has achieved significant performance improvements in many aspects compared to its predecessor Gemini 2.5 Pro. Gemini 2.5 Pro is already...

October 14, 2025 · 2 min read

Breaking news about Gemini3 Gemini 3 has achieved significant performance improvements in many aspects compared to its predecessor Gemini 2.5 Pro.
Figure 1 / source image

Breaking news about Gemini3 Gemini 3 has achieved significant performance improvements in many aspects compared to its predecessor Gemini 2.5 Pro. Gemini 2.5 Pro is already a powerful model that excels in programmability, contextual window size, and multi-modal integration. Especially the front-end capabilities (currently this is the weak point of the basic model, I guess it requires special RL. After all, Google's AngularJS is a modern front-end framework that is earlier than React, and has both data and foundation)

  • Image recognition capabilities: Gemini 3’s progress in image recognition is particularly outstanding. It was able to accurately identify the number of fingers in an image, demonstrating a significant improvement in detail recognition accuracy. This improvement in capability may be due to more advanced image processing algorithms and larger training data sets, making Gemini 3 more accurate and reliable in visual recognition tasks.
  • Music creation capabilities: Gemini 3 also shows new capabilities in music creation. Not only is it capable of understanding and generating complex structures in music theory, it is also capable of creating works of artistic value. This may mean that Gemini 3 has deeper learning in music theory and creative pattern recognition, allowing it to generate more complex and expressive musical works.
  • 3D modeling and art creation: Gemini 3’s capabilities in 3D modeling and art creation have also been enhanced. Its ability to produce high-quality voxel art, such as this voxel art image of the Eiffel Tower, demonstrates a significant improvement in its ability to understand and generate three-dimensional structures. This improvement in capabilities may be due to more advanced 3D modeling technology and richer training data.
  • Model architecture and training methods: Gemini 3 may adopt more advanced model architecture and training methods to improve its performance on various tasks. This may include the use of more efficient neural network structures, more effective optimization algorithms, and larger and more diverse training data sets. No more information was found in this area, let’s wait for the official announcement
  • Multi-modal processing capabilities: Gemini 3 may also have improved capabilities in processing multi-modal data (such as text, images, and audio). This enables it to better understand and generate cross-modal content, thereby performing better in multi-modal tasks.
Figure 2 / source image

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