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© 2026 Ayush Sharma. Built with care.

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4 posts

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May 11, 2026·9 min read

GPT-5.5 Made the Mythos Restriction Obsolete

The AISI benchmark shows GPT-5.5 matches Mythos on offensive cyber tasks. The case for model-specific restriction got much harder to make.

#ai#security#essay#claude
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May 11, 2026·9 min read

Project Glasswing and the Open-Weights Problem

Anthropic locked Claude Mythos behind a $100M vetted-access program. Meanwhile, DeepSeek V4 is on Hugging Face for anyone to download. The policy and the threat model point in different directions.

#ai#security#essay
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May 11, 2026·8 min read

The Claude Code Config That Changed How I Work

Running Claude Code out of the box is leaving a lot on the table. Here's the exact setup I use: Opus 4.7, extended thinking, 1M context, and a hook that makes every prompt leaner before it hits the model.

#ai#claude#tools#productivity
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May 1, 2026·10 min read

Claude 4.7 and the End of Prompt Engineering as We Knew It

The era of bag-of-tricks prompts is closing. The new bottleneck isn't writing the perfect sentence. It's engineering the right context. Notes from a year of building with agentic models.

#ai#claude#agents#essay