Notes & research

Writing

Notes on AI systems, full-stack engineering and computer-vision research by Muhammad Sallar Bin Aamir.

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GPT-6 Astra Just Launched: My Honest Take on Astra vs Claude Fable 5.1

OpenAI’s GPT-6 Astra launched as a new flagship model focused on coding, reasoning, computer use, and agentic workflows. Claude Fable 5.1 remains a strong competitor with similar pricing and lower cache costs. Both models excel in different scenarios, so the best choice depends on your workflow. The biggest opportunity is building AI products, services, and content around autonomous agents.