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📰 Dev.to · keeper

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AI Brief: Text Agents Beat VLMs, New Model, Agent APIs

Dev.to · keeper 🧠 Large Language Models 1mo ago

AI Brief: Text Agents Beat VLMs, New Model, Agent APIs

Weekly AI digest: text-first agents vs VLM, Ox model debut, Tonghuashun MCP API, ChatGPT award-flight plugin.

I Tested DeepSeek V4 Flash's Hallucination Rate on the Release-Day API — 94% 0%

Dev.to · keeper 🧠 Large Language Models ⚡ AI Lesson 1mo ago

I Tested DeepSeek V4 Flash's Hallucination Rate on the Release-Day API — 94% 0%

I Tested DeepSeek V4 Flash's Hallucination Rate on the Release-Day API TL;DR: The 94-96%...

Your Expertise Is a Five-Story Building. Here's Why AI Can Only Climb Three Floors.

Dev.to · keeper 🧠 Large Language Models ⚡ AI Lesson 3mo ago

Your Expertise Is a Five-Story Building. Here's Why AI Can Only Climb Three Floors.

A deep dive into the five-layer framework: what AI can replace, what it can approach, and what is structurally out of reach.

DeepSeek V4 on Huawei's Ascend 950: A Real Stress Test for China's AI Chip Ecosystem

Dev.to · keeper 🧠 Large Language Models ⚡ AI Lesson 4mo ago

DeepSeek V4 on Huawei's Ascend 950: A Real Stress Test for China's AI Chip Ecosystem

In April 2026, DeepSeek released V4 — a 1.6 trillion parameter MoE model — and for the first time,...

I squeezed my iGPU dry, then added an eGPU — a GPU buying guide for AI on mini PCs

Dev.to · keeper 🧠 Large Language Models ⚡ AI Lesson 4mo ago

I squeezed my iGPU dry, then added an eGPU — a GPU buying guide for AI on mini PCs

Last month, I hit a wall with my local LLM setup. Here's the full story — from software optimization...