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Gemini 4 Carbon: Benchmarks, Pricing, Access and How to Prepare Now

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Source: Author Google DeepMind released Gemini 4 Carbon on October 28 and called it its strongest model yet. By the end of launch week it sat at #1 on Arena's Text Arena and #1 on the Artificial Analysis Intelligence Index. The catch is that most of us can't use it. Access goes first to vetted cyber defenders in Google's Fairwind program, while everyone else gets a price and a promise of "as soon as possible." Here is the short version of what Carbon is, which numbers hold up, and how to be ready when it opens. What Carbon is The top model in the Gemini 4 family, one step above Gemini 4 Argon. Pitched on long-horizon work and cybersecurity. Google says its teams have seen it run for days on multi-step engineering problems. A language model that reads text, images, video and speech and writes text. The world model DeepMind announced the day before is Genie 4. Independent evaluators list a 1M-token context window, a 1M-token max output and closed weights. The sc...

Why Every Frontier Model Gets Worse After Launch — The Regression Trap

The r/ClaudeCode thread hit 1,700 upvotes in 48 hours. Developers called it “Gaslightus 4.7” — a model that invents files, defends hallucinated results across ten turns, and exhausts your Pro plan after a dozen heavy prompts. GPT-5.5 shipped seven days later with nearly identical complaints. This isn’t a bug. It’s a structural pattern baked into how frontier labs ship. Continue reading the full article on WowHow → Originally published at https://wowhow.cloud/blogs/frontier-model-regression-pattern-gaslightus-opus-4-7-gpt-5-5-2026