H Huaweidata

AI technology, read across systems.

Huaweidata is an AI technology magazine for long-form notes on agents, software, research, infrastructure, and the institutions forming around them. The English edition is canonical; Chinese mirrors keep the same structure.

Latest notes

  1. Dark editor desk scene with layered papers, screens, and structured notes Editor Desk · Teach Why, Not What

    A scroll-driven essay on checklists, training data, audit chains, and the daily actions that all point to the same problem.

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  2. Interactive mechanism diagram showing an LLM using a stateful Python REPL, typed returns, scoped object injection, and recursive sub-agents Editor's Desk · Issue 3: Make Latent Visible

    A magazine letter on the week of May 12, 2026: across AI agents, perpetual futures, robotic hands, self-driving labs, cat facial mimicry, and a Colorado wet-slab avalanche, surface signals are quietly decoupling from deep structure.

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  3. Editorial desk at dawn with a scaffolded tower model, an AI agent graph on a laptop, a negative bar chart printout, a data center reflection, and a small cat silhouette Editor's Desk · May Week 2: When Scaffolding Starts to Cost You

    A magazine-style read of one strange week in tech: Anthropic ships 'how an agent audits itself' as an SDK, Karpathy's own coding guide quietly makes Claude Code worse, the academic line on rubric verifiers, and a two-month-old kitten that just rewrote 70 years of cat archaeology.

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  4. Editorial desk at dusk with papers, a multi-agent network diagram, a snowpack weak-layer cutaway, and an empty second chair Editor's Desk · Week 1 of May: Paper Collusion, Old Weak Layers, and the Second Chair

    A cross-domain editor's letter — multi-agent collusion audits, the 40% gap in AI code review, optical agent memory, the 2025–26 alpine avalanche season, NHK's new Taiga from a supporting view, and Zettelkasten's second coming via Claude Code + MCP.

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