Gemini 4 Carbon: The New Frontier
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Author: Prompt Engineering · Watch on YouTube
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Original language: English
Original video: Gemini 4 Carbon: The New Frontier · Channel: Prompt Engineering · 01:00 · Watch on YouTube
Topics: AI evaluation and benchmarks, Cybersecurity and software security, Markets and economy, AI models
Summary
Section titled “Summary”Google announced Gemini for Carbon, its second frontier model in about two weeks, and says it leads on several benchmarks. Artificial Analysis ranks it first on its intelligence index, one point ahead of Claude Opus 5.5. Google highlights Carbon’s cybersecurity capabilities, including finding vulnerabilities, demonstrating exploitability, and writing patches, and says successful cheating on Terminal Bench dropped to zero. The model is not yet generally available: Google is giving cyber defenders first access through its fair use program, and plans to launch it at Argon’s introductory price.
Key points
Section titled “Key points”- Gemini for Carbon is Google’s second frontier model announced in about two weeks, after Gemini for Argon.
- Artificial Analysis ranks Carbon first on its intelligence index, one point ahead of Claude Opus 5.5.
- Google says Carbon leads across the cybersecurity defense workflow, from vulnerability discovery to exploit testing and patch writing.
- Google says Carbon was trained to avoid shortcuts, and its successful cheating rate on Terminal Bench dropped to zero.
- Carbon ranks second behind Opus on the Arena Agent leaderboard.
- Google says Carbon costs about 72% less per task than Opus.
- Carbon is being made available to cyber defenders first through Google’s fair use program.
- Google says Carbon will launch at the same introductory price as Argon.
Chapters
Section titled “Chapters”| Start | Chapter | Summary |
|---|---|---|
| 00:00 | Announcement and benchmark results | Google introduces Gemini for Carbon and describes its intelligence-index ranking and cybersecurity capabilities. |
| 00:30 | Training, cost, and availability | Google reports reduced cheating, Carbon’s leaderboard position and relative cost, and its initial availability to cyber defenders. |
| 01:00 | The Carbon name | The video closes with a high-pressure reference and Google’s claim that Carbon was trained to handle high-pressure tasks appropriately. |
Quotes
Section titled “Quotes”Carbon is now the number one model on their intelligence index — 00:00
from finding a vulnerability to proving that it can be exploited and then writing the patch. — 00:00
the rate of successful cheating dropped to zero. — 00:30
it costs about 72% less per task. — 00:30
if you put it under enough pressure, you get a diamond. — 01:00
Concepts and entities
Section titled “Concepts and entities”Gemini for Carbon, Gemini for Argon, Artificial Analysis, Claude Opus 5.5, Terminal-Bench, Arena Agent leaderboard, Frontier program, Google
Full transcript (original language)
Section titled “Full transcript (original language)”00:00 Google just announced Gemini for Carbon, which is their second frontier model in about 2 weeks after Gemini for Argon. And it’s state-of-the-art on a number of key benchmarks. According to artificial analysis, Carbon is now the number one model on their intelligence index, just one point ahead of Claude Opus 5.5. But the most interesting thing about this release is cybersecurity, because Google says Carbon leads on the whole defense workflow, from finding a vulnerability to proving that it can be
00:30 exploited and then writing the patch. Google also says that they train it to stop taking shortcuts. So on terminal bench, the rate of successful cheating dropped to zero. On Arena Agent leaderboard, it’s number two behind Opus, but it costs about 72% less per task. Unfortunately, we can’t use it yet because it is going to cyber defenders first through Google’s fair and program. And it will launch at the same introductory price as Argon. Now, fun
01:00 fact regarding Carbon, if you put it under enough pressure, you get a diamond. And Google says this model was trained to handle high-pressure tasks the right way.