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Scott Alexander's July 2026 Links: AI, Linguistics, and Hallucinogenic Mushrooms

Scott Alexander's latest compilation of links touches on diverse topics, including the linguistic contributions of Jeremy Bentham and the historical naming conventions of companies like Acme. The post also features a demonstration of predictive coding for image recognition, a real-world application of an AI cafe agent by Andon Labs using Gemini, and an exploration of the hallucinatory effects of the edible mushroom Lanmaoa asiatica found in China and the Philippines. Additionally, Alexander discusses an article questioning the geography of Homer's Ithaca, highlighting the importance of fact-checking even convincing narratives. AI

IMPACT AI agents are being deployed in novel real-world applications like running cafes, demonstrating potential for autonomous operations.

RANK_REASON Blog post compiling various links and brief discussions.

Read on Astral Codex Ten (Scott Alexander) →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Scott Alexander's July 2026 Links: AI, Linguistics, and Hallucinogenic Mushrooms

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0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
Blog post compiling various links and brief discussions.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
53 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Astral Codex Ten (Scott Alexander) TIER_1 English(EN) · Scott Alexander ·

    Links For July 2026 (Part 1)

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