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The Architecture of a Source-Backed Legal Intelligence System

BACKGROUND
1 SIGNALFIRST DETECTED 6 August 2026
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How the story developed
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6 Aug
A Hallucination Defense Standard for Legal AI

<p>Every legal-AI product on the market in 2026 will, at some point, produce a hallucination. This is not a controversial claim — it's the well-documented nature of large language

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30 Sept
Grounding and Citations: Answers You Can Check

<p>In Part 5 we saw how hybrid search and re-ranking can dramatically improve retrieval quality. Now we tackle the next challenge: making sure the answers built from those

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27 Aug
Legal AI Hype Isn't About Drafting—It's About Citations, Disclaimers, and Lawyer Review Gates

<p>When legal AI tools hit the news cycle, the headline question is usually “can it draft a complaint?” A safer question for builders and buyers is whether the system leaves a

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25 Apr
Google Just Killed Vertex AI. Here's What the Gemini Enterprise Agent Platform

<p>Vertex AI has been Google Cloud's AI development platform since 2021. On April 22, 2026, at Google Cloud Next in Las Vegas, Google retired it — not with a deprecation notice,

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1 Apr
Open-Weight AI Models Just Caught Up With GPT, Gemini and Claude. Here's What That Means for Where Intelligence Runs.

<p>In the first eight weeks of 2026, ten major open-weight LLM architectures were released.</p> <p>GLM-5 matched GPT-5.2 and Claude Opus 4.6 on benchmarks. Step 3.5 Flash

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15 May
Google Remy and Meta Hatch: The Technical Architecture Behind 24/7 Personal AI Agents

<h1> Google Remy and Meta Hatch: The Technical Architecture Behind 24/7 Personal AI Agents </h1> <p>Two big AI agent stories broke this week that every developer building on top

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6 Aug
Citation Faithfulness: A Proposed Standard for Legal AI

<p>The legal-AI market is moving fast. New products ship weekly, model capabilities are doubling every six months, and law firms are under pressure to adopt AI tools before their

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24 Mar
The 5-Layer Memory Architecture That Keeps Our AI Agent Running 24/7 Without Forgetting

<p>Most AI agents have amnesia.</p> <p>You close the chat window. They forget everything. Every session starts from zero. Every context window fills up and dumps the earliest

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