AI圈报教程 / 实战普通
The State of AI Instruction Quality: Q3 2026
内容摘要
91% of the most-starred repos on GitHub give their coding agent at least one instruction that never...
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# What I Learned About Computer Vision as a Beginner: My kLab TekHer AI Journey
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Cosine Similarity Said 0.92. The Payload Was Already Dead.
Claiming an LLM agent's memory poisoned its behaviour is easy. Proving it is not. A measurement rig built on counterfactual amputation, a noise floor, and three honest negative results.
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Your AI agent said it blocked the attack. I read the source of 5 tools that check if it's lying.
Here's a failure your test suite probably can't see. An AI agent with a send_email tool summarizes a...
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We moved a production backend from a phone
Every era of the cloud has a unit of work. For agents, it’s a human who directs, a controller who...
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Do You Actually Need an LLM?
I spent a weekend running two small language models against three jobs I would normally hand to a...
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Beyond Pixels: How Computers Learn to See — My Journey into Computer Vision
What I learned on Day 1 of the kLab TekHer AI Program, Cohort 2 — how images are just numbers, how filters reveal edges, how CNNs learn, and why computer vision matters for Rwanda and Africa.
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