Build a SuperClaude Framework Workflow with Commands, Agents, Modes, and Session Memory

class SuperClaude: “”” Mimics what Claude Code does at session start: • reads Markdown behavior files for the active command/agent/modes, • concatenates them into one system prompt, • runs the conversation through the Anthropic API. “”” BASE_SYSTEM = textwrap.dedent(“”” You are operating inside the SuperClaude Framework — a structured development platform layered on top of…

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Nous Research Releases Contrastive Neuron Attribution (CNA): Sparse MLP Circuit Steering Without SAE Training or Weight Modification

Instruction-tuned language models refuse harmful requests. But which part of the model is actually responsible — and how does that mechanism get installed during training? A new research from Nous Research team takes a neuron-level look at this question. The Nous research team developed contrastive neuron attribution (CNA), a method that identifies the specific MLP…

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Finnish phone maker HMD bundles Indian AI chatbot onto new smartphone in push to reach local market

Finnish phone maker HMD today launched its first smartphone, called the Vibe 2 5G, which comes preloaded with Indian AI company Sarvam’s chatbot Indus. Both companies had first announced the partnership during the India AI summit held in New Delhi in February. The Indus app is powered by Sarvam’s locally trained 105-billion-parameter model — a…

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Perplexity Open-Sources Bumblebee: A Read-Only Supply-Chain Scanner for Developer Endpoints

Attackers increasingly target the packages, editor extensions, and AI tool configs on developer machines and not just production systems. Perplexity has open-sourced an internal tool it uses to address this problem. Perplexity released Bumblebee on GitHub. The tool is a read-only inventory collector for macOS and Linux developer endpoints. It is written entirely in Go…

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