Google just updated Gemini 2.5 Pro and it's insane...

Gemini 2.5 Pro IO Edition: A Game-Changer in AI Coding

Overview of Gemini 2.5 Pro Update

• Google has released the Gemini 2.5 Pro IO Edition, showcasing significant improvements over its predecessor, particularly in coding capabilities.

• The model features enhanced interactivity, allowing users to rotate and zoom in on a Rubik's Cube for better visualization and problem-solving.

• The scrambling speed has improved, now completing a scramble in just 12 moves, demonstrating increased efficiency.

Key Features and Improvements

• Focused on building rich interactive web applications, the update is timed with Google's upcoming IO conference to encourage early adoption by developers.

• While Gemini excels at creating entire applications and games, Claude 3.7 remains superior for specific agentic coding tasks until recent enhancements were made to tool calling in Gemini.

• New capabilities include code transformation, editing, and developing complex workflows with a million token context window that can process various media types.

Performance Metrics

• The new version achieved an impressive score of 1448 on LM Arena benchmarks, surpassing its predecessor by 11 points.

• In web development metrics, it improved from 1272 to 1419 points—a notable increase of 147 points.

Benchmark Comparisons

• Current benchmarks show Gemini performing comparably or better than other models like OpenAI's GPT-3 across various tests (e.g., GPQA Diamond at 83%).

• Despite competitive benchmarks, the standout feature is its cost-effectiveness—$2.50 per million tokens for input compared to $10 for GPT-3.

Real-Time Demonstrations

• The demonstration of solving a scrambled 20x20 Rubik's Cube showcases the model’s real-time processing capabilities; it completed successfully while being monitored live.

Integration with Box AI

• Box AI will soon integrate Gemini 2.5 Pro IO Edition into their platform for document management and intelligent automation solutions.

Creative Applications: Simulation Test

• A test was conducted to create a low-poly floating island simulation using HTML; the output demonstrated high-quality visuals with dynamic lighting after only a brief processing time.

Exploring Visual Simulations and Interactive Games

Adjusting Visual Elements in Simulations

• The central crystal in the simulation is adjusted, affecting the overall visual output.

• Fog settings are explored, with adjustments made to near and far fog effects, although their impact appears minimal.

• Introduction of sliders allows for real-time control over various aspects of the simulation, enhancing user interaction.

Creating a Gulton Board Simulation

• A self-contained HTML file is created for a Gulton board simulation using JavaScript and Matter.js for physics.

• Initial design flaws include a missing hole in the top funnel, preventing balls from passing through; this requires iteration to fix.

• The final simulation features adjustable parameters like drop interval and maximum number of balls, allowing users to manipulate gameplay dynamics.

Flight Simulator Development

• A simple flight simulator is developed using 3.js with basic airplane controls (WASD for movement).

• The environment includes a ground plane and simple buildings; gravity isn't required as the plane remains airborne.

• Users can speed up or slow down using keyboard controls while observing realistic shadow effects on the ground.

Enhancements to Classic Snake Game

• A complex version of Snake is created using Pygame, featuring dynamic visual effects such as glowing trails behind the snake.

• Unique food types grant temporary powers like speed boosts or reverse controls, adding depth to gameplay mechanics.

• An AI component plays against the user; however, it lacks collision detection with the player’s snake.

Particle Simulation Recreation

• A particle simulation video is uploaded for recreation; initial output includes multiple files which are consolidated into one upon request.

Interactive Simulation and Game Development

3D Particle Simulation Features

• The simulation allows users to control various settings using sliders, including rotation and color morphing of shapes.

• Users can adjust the number of particles in the simulation, affecting the visual complexity; fewer particles create a unique aesthetic.

• Morph speed can be modified, allowing for quick or slow transitions between shapes, enhancing user experience with dynamic visuals.

• An auto-rotate feature is available, providing an interactive way to view different shapes within the simulation.

Building a Lego Simulator

• The project aims to create an interactive Lego building simulator using 3.js in a single HTML file, focusing on realistic brick dimensions and textures.

• Key features include grid-based snapping for proper connections and collision detection to prevent overlapping bricks.

• Visual and audio feedback enhances user interaction when connecting bricks; however, some functionalities like rotation are still being refined.

Tamagotchi Game Development

• A nostalgic recreation of Tamagotchi is proposed, where players care for a virtual pet through various interactions such as feeding and cleaning.

• The game operates on real-time progression with status updates reflecting hunger, happiness, health, discipline, age, and weight of the pet.

• Players can engage in actions that affect their pet's evolution stages from baby to senior while managing its needs effectively.

Retro FPS Game Creation

• A retro-style first-person shooter inspired by Doom (1993), designed to run entirely in a browser without external dependencies beyond 3JS.

• Features include maze-like levels with textured walls/floors and ambient lighting effects to enhance gameplay atmosphere.

Game Development Insights

Basic Gameplay Mechanics

• The speaker demonstrates a simple AI enemy that chases the player and reacts to shooting, showcasing basic game mechanics.

• The mini-map feature is highlighted as impressive; the player switches weapons (shotgun) to defeat enemies efficiently.

• Enemies have varying health points, and the gameplay involves clearing out all enemies in a maze-like environment.

Tower Defense Game Design

• Introduction of an HTML5 canvas-based tower defense game where players face waves of balloon enemies with health ranging from 1 to 10.

• Players can place five types of towers: dart, cannon, ice, sniper, and laser, each with unique abilities and visual indicators for range.

• As players defeat enemies, they earn money to upgrade their defenses; initial rounds are straightforward but become progressively challenging.

Enhancements and Features

• The addition of various tower types enhances strategy; ice towers slow down enemies while sniper towers deal high damage from long distances.

• Laser towers are introduced for continuous damage output; the speaker notes some initial issues that were resolved through iterative development.

Drawing Application Development

• A rudimentary sketch application is created based on a simple design request; it includes color options and different drawing tools like crayons and brushes.

• The app's functionality allows users to change brush sizes easily, demonstrating effective use of minimal input for complex outputs.

Frontend Rebuilding Experiment

• An attempt is made to recreate Google AI Studio's front end using a screenshot as input; results vary in accuracy but show promise in generating HTML code.

• Despite some inaccuracies in recreating specific features (like API key settings), the overall output is rated positively by the speaker (8 out of 10).

Problem-Solving Challenge

• A test involving counting missing cubes from a larger structure reveals limitations in model capabilities; incorrect assumptions about dimensions lead to errors in answers.