DeepSeek just gave away an AI model that rivals GPT-5 and it could change everything

Date:
Tue, 02 Dec 2025 11:22:56 +0000

Description:
DeepSeeks new open source AI models combine elite performance with low costs, shaking up the global AI landscape.

FULL STORY ======================================================================Chinese startup DeepSeek released two powerful new AI models that rival GPT-5 and Gemini 3 Pro The models are open source, cheap to run, and designed for real-world reasoning with built-in tool use Their release challenges U.S.
tech dominance and reignites global AI competition

Chinese startup DeepSeek has casually lobbed two new enormous AI models into the already smoldering international arms race: DeepSeek-V3.2, a model built for everyday reasoning, and DeepSeek-V3.2-Speciale, a high-octane variant
that allegedly outperformed top American models in elite math and coding competitions. Not only that, but they released them under an open-source license.

What makes this move notable isnt just the models and their capabilities, but also how they were released. American firms like OpenAI and Google rely on powerful, and often expensive, models relying on private APIs and red-team testing for the most cutting-edge models. DeepSeek has weaponized openness.

DeepSeek-V3.2 reportedly matches or beats GPT-5 and Gemini 3 Pro on long-form reasoning, tool use, and dense problem solving, including competitions like the International Mathematical Olympiad and the ICPC World Finals. The Speciale version scored 99.2% on the Harvard-MIT Math Tournament, 73% on software bug fixing, and posted gold-medal results on multiple international benchmarks even without internet access or external tools.

The trick behind this performance is a clever architectural hack called DeepSeek Sparse Attention, or DSA. Traditional transformer models become computationally bloated as context length increases, and they have to
consider every word in a document relative to every other word. DSA reduces costs by focusing only on the most relevant parts of the input, essentially skimming rather than reading every word. That alone slashes costs for long documents by up to 70%, making the model relatively cheap. Launching DeepSeek-V3.2 & DeepSeek-V3.2-Speciale Reasoning-first models built for agents! DeepSeek-V3.2: Official successor to V3.2-Exp. Now live on App, Web & API. DeepSeek-V3.2-Speciale: Pushing the boundaries of reasoning
capabilities. API-only for now. Tech pic.twitter.com/SC49UdmCZv December 1, 2025

This matters to real people because cost is everything in AI deployment. Most frontier models today are trapped behind paywalls and throttled access. But DeepSeeks latest models and their 128,000-token context windows are free to download and modify. A solo developer or student team can tinker with systems that just a few months ago wouldve required a lab and a huge cloud budget.

DeepSeeks thinking in tool-use breakthrough is especially notable. Most AI agents struggle to juggle multiple tools because each action resets their internal reasoning. DeepSeek fixed that by preserving memory across tools.
The company trained the model using over 85,000 complex synthetic
instructions to make it work with tools like real web browsers and coding environments.

Thats a level of real-world task preparation that most current chatbots
simply arent built for. Its one thing to summarize a recipe. Its another
thing to plan a multi-day vacation under a strict budget with interdependent lodging and food constraints and to do it while testing code snippets and checking exchange rates. International AI rivalry

The license setup might be even more disruptive. By using the MIT open-source license, DeepSeek has made it legally possible for anyone to copy, remix, or commercialize its models. That flies directly in the face of the current
trend of protecting model weights as intellectual property, citing safety, misuse risk, and corporate secrecy.

Openness doesn't mean transparency, however. That's why German regulators
have tried to block DeepSeek over data transfer concerns. Italy banned the
app earlier this year, and U.S. lawmakers want it off government devices entirely. DeepSeek is a Chinese company, and the geopolitical context looms large. But suppose DeepSeeks models really do deliver frontier performance at a fraction of the cost, and you dont mind the geopolitical baggage. What exactly are the American firms offering thats worth the markup?

For now, DeepSeeks Speciale variant is only available via a temporary API.
But by mid-December, it will be merged into the broader V3.2 release and accessible to everyone. If the last few years were defined by ChatGPTs friendly intro to AI, this release feels like a stark reminder: the gloves
are off, and the global AI race isnt just about features anymore, its about access, cost, and control.

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Link to news story: https://www.techradar.com/ai-platforms-assistants/gemini/deepseek-just-gave-aw ay-an-ai-model-that-rivals-gpt-5-and-it-could-change-everything


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