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Weekly 'Game-Changer' Models Burned Me Twice. Now They Earn Production Access Through Gates.

Weekly 'Game-Changer' Models Burned Me Twice. Now They Earn Production Access Through Gates.

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6 min read
AI 週報 — 2026-07-03 to 2026-07-10 | 前線模型密度飆升,基礎設施與信任邊界同步重劃

AI 週報 — 2026-07-03 to 2026-07-10 | 前線模型密度飆升,基礎設施與信任邊界同步重劃

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3 min read
The Channel Gap: Why Your LLM Judge is Blind in One Eye

Combines text judges with filesystem checks

The Channel Gap: Why Your LLM Judge is Blind in One Eye

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15 min read
LLM Narrative Engines, Part 2: Quick Start — Write Your First Contract

LLM Narrative Engines, Part 2: Quick Start — Write Your First Contract

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11 min read
Understanding LLM Hallucinations: Why AI Lies and How to fix it.

Understanding LLM Hallucinations: Why AI Lies and How to fix it.

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1 min read
From Stateless Prompts to Persistent Intelligence: Why I Started Building Hystersis

From Stateless Prompts to Persistent Intelligence: Why I Started Building Hystersis

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4 min read
Your Voice Assistant Can Be Social-Engineered Too, and Nobody's Watching For It

Your Voice Assistant Can Be Social-Engineered Too, and Nobody's Watching For It

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3 min read
A No-Downgrade Self-Test for GLM-5.2 Coding Routes

A No-Downgrade Self-Test for GLM-5.2 Coding Routes

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3 min read
4 New Claude Models Just Dropped: Sonnet 5, Fable 5, Opus 4.6 Pricing Compared

4 New Claude Models Just Dropped: Sonnet 5, Fable 5, Opus 4.6 Pricing Compared

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8 min read
The Best Model Isn’t Enough: Harnesses, Context, and Better Prompts

The Best Model Isn’t Enough: Harnesses, Context, and Better Prompts

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3 min read
New Model Dropped? Run Your Own Git History Through It First

New Model Dropped? Run Your Own Git History Through It First

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5 min read
The smartest model lost — and it just redrew the 2026 AI race

The smartest model lost — and it just redrew the 2026 AI race

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4 min read
Beyond One-Shot: The Recursive Reflection Framework for Polished AI Outputs

Beyond One-Shot: The Recursive Reflection Framework for Polished AI Outputs

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11 min read
DocWire SDK 2026.07.07 — llama.cpp backend, IBM Granite by default, and a codebase-wide rename

DocWire SDK 2026.07.07 — llama.cpp backend, IBM Granite by default, and a codebase-wide rename

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3 min read
Grok 4.5: what the numbers say beyond xAI's announcement

Grok 4.5: what the numbers say beyond xAI's announcement

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3 min read
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