Google Gemini 3 Turns GPT‑5.1 Into a Mere Unit — Even Musk and Altman Are Impressed

Google Gemini 3 Turns GPT‑5.1 Into a Mere Unit — Even Musk and Altman Are Impressed
# Quantum Bit | QbitAI Official Account

## A Quantum Leap: Gemini 3 Pro Hits New Heights

Google’s **Gemini 3 Pro** has taken such a *massive leap forward* that the gap between it and the last generation’s 2.5 Pro feels like **an entire GPT‑5.1‑level upgrade**.

In almost every benchmark, the new model **surpasses GPT‑5.1 and Claude 4.5** — including:

- **Final Human Exam**
- **ARC‑AGI‑2** (AGI evaluation benchmark)
- **Perfect score on AIME 2025** maths with tool use
- **Record‑breaking LiveCodeBench Pro** score (where all previous large models scored zero)

![image](https://blog.aitoearn.ai/content/images/2025/11/img_001-105.png)

## Toppling the Arena Champions

In the user‑voted large model rankings:

- Yesterday: Musk’s **Grok 4.1** topped the chart.
- Today: **Gemini 3 Pro** overtook it.

![image](https://blog.aitoearn.ai/content/images/2025/11/img_002-91.png)

Even **Sam Altman** and **Elon Musk** publicly acknowledged the achievement, posting congratulations back‑to‑back.

![image](https://blog.aitoearn.ai/content/images/2025/11/img_003-79.png)
![image](https://blog.aitoearn.ai/content/images/2025/11/img_004-65.png)

---

## Simulated Interfaces That *Actually Work*

During testing, Gemini 3 simulated Windows, macOS, and Linux GUIs. Initially, they looked like pure front‑end designs — but the simulated programs **actually run**.

**Example:**  
It created a **LEGO editor** in a **single attempt** — delivering both the interface and complete functional spatial logic.

![image](https://blog.aitoearn.ai/content/images/2025/11/img_005-12.gif)

Google even released a game fully designed by Gemini 3 Pro (demo on YouTube). Imagine building an entire casual gaming site purely with AI — instantly.

---

## Agent Skills & Long-Term Planning

Gemini 3 excels not only in programming but also in **real-world, long-term simulation**.

Example: Simulating **vending machine management over 1 year** — resulting in **$5,000 profit**, the highest among all tested models.

![image](https://blog.aitoearn.ai/content/images/2025/11/img_006-53.png)

---

## Full-Scale Release

Starting today, Google is rolling out the **Gemini 3 series** with:

- **Day-one integration** into Google Search
- A **standalone Gemini app**
- A **new agent development platform**  

Also coming soon: **Gemini 3 Deep Think** — an even more powerful reasoning mode.

**Hint from Research VP Oriol Vinyals:** Pretraining **is not finished yet**; post-training improvements will be significant.

![image](https://blog.aitoearn.ai/content/images/2025/11/img_007-54.png)

---

## Gemini Series Evolution

Like a game character leveling up, each generation addressed previous shortcomings and refined capabilities:

1. **Generation 1** – Unlocked **multimodal input** and **ultra-long context** (up to million tokens).  
2. **Generation 2** – Added **action-oriented design**, integrating memory for decision-making and planning (foundation for agent skills).  
3. **Gemini 2.5** – Focused on **reasoning**, adding chain-of-thought methods and step-by-step problem solving.  
4. **Generation 3** – Deeply integrates multimodal understanding, reasoning, and agent capabilities. Motto: *"If you can imagine it, I can make it happen."*

---

## Understanding Humans Even Better

Gemini 3 dramatically improves **intent recognition**:

![image](https://blog.aitoearn.ai/content/images/2025/11/img_008-9.jpeg)

No perfect prompts needed — just state your request.  
It handles **long inputs**, finds the **core intent**, and responds concisely without unnecessary filler.

![image](https://blog.aitoearn.ai/content/images/2025/11/img_009-7.gif)

---

## Multimodal Mastery in Overdrive

Gemini 3 handles **text, images, video, audio, and code seamlessly**.

Example: Upload a sports video, and it will:

- Summarize play styles
- Extract techniques
- Teach you how to replicate them  

Upload your training videos, and Gemini 3 could effectively become your personal coach.

---

## Monetization Opportunities

Platforms like [AiToEarn官网](https://aitoearn.ai/) enable creators to:

- Generate AI content (including Gemini 3 multimodal output)
- Publish across multiple channels simultaneously: Douyin, Kwai, WeChat, Bilibili, Xiaohongshu, Facebook, Instagram, LinkedIn, Threads, YouTube, Pinterest, X/Twitter
- Connect generation tools, publishing workflows, analytics, and model ranking ([AI模型排名](https://rank.aitoearn.ai))
- Turn advanced AI capabilities into **steady income streams**

![image](https://blog.aitoearn.ai/content/images/2025/11/img_010-10.gif)

---

## Search Scenarios Reimagined

Gemini 3 doesn’t just dump links.  
It organizes **real-time queries** into **interactive, useful content**.

![image](https://blog.aitoearn.ai/content/images/2025/11/img_011-22.png)

---

## Google Antigravity: New Agent Development Platform

Launched alongside Gemini 3 Pro, **Google Antigravity** offers an **agent-first environment**:

- Frees developers from tedious coding  
- Positions them as **task architects**

### Demo Highlight
Build a **flight tracking app** — in **one minute**.

![image](https://blog.aitoearn.ai/content/images/2025/11/img_012-17.png)

---

### Key Features

- Independent interface for agents
- Direct access: Editor, terminal, browser
- Agents autonomously plan and execute end‑to‑end tasks
- Agents self‑verify their code
- **Manager view** to coordinate multiple agents at once

![image](https://blog.aitoearn.ai/content/images/2025/11/img_013-14.png)

Supports:

- Gemini series
- Third-party models: GPT‑OSS, Claude

---

## Public Preview & Industry Context

- **Free public preview** with **generous Gemini 3 Pro rate limits**
- Attracting developers rapidly

Industry notes:

- Claude Code: ~21% of Anthropic’s revenue
- OpenAI expanding Codex

_AI programming tools are shaping the next competitive battleground._

Reference:  
[1] https://blog.google/products/gemini/gemini-3/#learn-anything

---

## AI Development + Monetization = Fast Growth

With AI in development accelerating, platforms such as [AiToEarn官网](https://aitoearn.ai/) are enabling:

- Automated coding
- Multi-agent orchestration
- Cross-platform publishing

Publishing reach includes:

Douyin, Kwai, WeChat, Bilibili, Rednote (Xiaohongshu), Facebook, Instagram, LinkedIn, Threads, YouTube, Pinterest, and X (Twitter).

It connects generation tools, publishing, analytics, and [AI模型排名](https://rank.aitoearn.ai), helping creators turn AI innovation into income in today’s fast-evolving market.

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