The Emergent Symbolic Structure of Artificial Neural Networks
Article URL: https://arxiv.org/abs/2608.29530 Comments URL: https://news.ycombinator.com/item?id=49531651 Points: 269 # Comments: 98
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Article URL: https://arxiv.org/abs/2608.29530 Comments URL: https://news.ycombinator.com/item?id=49531651 Points: 269 # Comments: 98
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Article URL: https://www.lisep.org/tru Comments URL: https://news.ycombinator.com/item?id=49530989 Points: 297 # Comments: 337
Threat actors exploited commodity vulnerabilities in ownCloud to gain initial access, resulting in stolen reactor databases, personnel records, and credential stores.
Google has expanded Gemini Notebook with Expert Intelligence, an initiative that lets users ground notebook interactions in trusted content, beginning with eligible ebooks they own through Google Play Books. The update makes books usable alongside a user's own materials, allowing Gemini Notebook to generate responses and learning artifacts based on the combined sources. For teams that need to turn authoritative material into usable guidance, the change offers a more source-centered way to work w
I had eight custom agents defined in Claude Code. When I finally counted, seven of them hadn't been called once in the last 30 days. What keeps my ¥1.2M/month automation setup running isn't clever prompting. It's an environment that keeps checking, automatically, whether the things I built are actually doing anything. Claude Code lets you define custom agents by dropping .md files into the ~/.claude/agents/ directory. You define specialists like architect (architecture design), code-reviewer (co
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