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RELIANOID Live Demo

Behind every successful deployment, thereโ€™s a ๐—ฑ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐—ฎ๐˜๐—ฒ๐—ฑ ๐˜๐—ฒ๐—ฎ๐—บ ๐˜„๐—ผ๐—ฟ๐—ธ๐—ถ๐—ป๐—ด ๐—ฐ๐—น๐—ผ๐˜€๐—ฒ๐—น๐˜† ๐˜„๐—ถ๐˜๐—ต ๐—ฐ๐˜‚๐˜€๐˜๐—ผ๐—บ๐—ฒ๐—ฟ๐˜€ to ๐™™๐™š๐™ก๐™ž๐™ซ๐™š๐™ง ๐™ฉ๐™๐™š ๐™ง๐™ž๐™œ๐™๐™ฉ ๐™จ๐™ค๐™ก๐™ช๐™ฉ๐™ž๐™ค๐™ฃ ๐™–๐™ฉ ๐™ฉ๐™๐™š ๐™ง๐™ž๐™œ๐™๐™ฉ ๐™ฉ๐™ž๐™ข๐™š. Todayโ€™s ๐—น๐—ถ๐˜ƒ๐—ฒ ๐—ฑ๐—ฒ๐—บ๐—ผ ๐˜€๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป is a great example of how our engineers go beyond technology โ€” providing ๐—ต๐—ฎ๐—ป๐—ฑ๐˜€-๐—ผ๐—ป ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜๐—ถ๐˜€๐—ฒ, ๐—ฟ๐—ฒ๐—ฎ๐—น-๐˜๐—ถ๐—บ๐—ฒ ๐—ด๐˜‚๐—ถ๐—ฑ๐—ฎ๐—ป๐—ฐ๐—ฒ, and a ๐—ณ๐˜‚๐—น๐—น๐˜† ๐—ฝ๐—ฒ๐—ฟ๐˜€๐—ผ๐—ป๐—ฎ..

RELIANOID LIVE DEMO
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๐—–๐—ฟ๐—ถ๐˜๐—ถ๐—ฐ๐—ฎ๐—น ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—œ๐—ป๐—ฐ๐—ถ๐—ฑ๐—ฒ๐—ป๐˜๐˜€ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—œ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—ฆ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ

๐Ÿšจ ๐—–๐—ฟ๐—ถ๐˜๐—ถ๐—ฐ๐—ฎ๐—น ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—œ๐—ป๐—ฐ๐—ถ๐—ฑ๐—ฒ๐—ป๐˜๐˜€ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—œ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—ฆ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐Ÿšจ According to recent industry reports, 2025 saw a significant rise in high-severity cyber incidents across critical sectors: ๐Ÿ”น IT: 23% ๐Ÿ”น Government: 18% ๐Ÿ”น Industrial: 18% The industrial and food sectors are becoming increasingly attractive..

high-severity incident per industries graph
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DeepSeekMath-V2 is a state-of-the-art mathematical reasoning model built on the DeepSeek-V3.2-Exp-Base architecture with 685 billion parameters. Unlike conventional math-focused language models that optimize only for correct final answers, DeepSeekMath-V2 introduces a self-verification framework where the model generates, inspects, and validates its own mathematical proofs.

This approach enables rigorous, step-by-step reasoning suitable for theorem proving, scientific research, and domains requiring high-integrity logic. The model is trained through a generation-verification loop involving a dedicated LLM-based verifier and reinforcement learning optimized for proof correctness rather than answer matching.

DeepSeekMath-V2 achieves gold-level scores on IMO 2025 and CMO 2024, along with a groundbreaking 118/120 on the Putnam 2024 contest. Released under the Apache 2.0 license and hosted on Hugging Face, it is fully open source for research and commercial use.