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<url><loc>https://artificialideas.org/2026/10/15/does-sleep-wipe-the-whiteboard-testing-the-brains-synaptic-downscaling-idea-against-weight-decay-and-the-loss-of-plasticity-in-continual-learning/</loc><news:news><news:publication><news:name>Artificial Ideas</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-10-15T15:00:00+00:00</news:publication_date><news:title>Does Sleep Wipe the Whiteboard? Testing the Brain&#8217;s Synaptic Downscaling Idea Against Weight Decay and the Loss of Plasticity in Continual Learning</news:title><news:keywords>Sleep, catastrophic forgetting, language models, continual learning, loss of plasticity, continual backpropagation, synaptic homeostasis hypothesis, synaptic downscaling, weight decay, plasticity</news:keywords></news:news></url><url><loc>https://artificialideas.org/2026/10/14/should-ai-agents-guard-the-vault-instead-of-studying-the-robbers-testing-the-plant-guard-model-of-immunity-against-prompt-injection-defenses/</loc><news:news><news:publication><news:name>Artificial Ideas</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-10-14T23:00:00+00:00</news:publication_date><news:title>Should AI Agents Guard the Vault Instead of Studying the Robbers? Testing the Plant &#8220;Guard&#8221; Model of Immunity Against Prompt-Injection Defenses</news:title><news:keywords>AI agents, agent security, prompt injection, CaMeL, plant immunity, guard hypothesis, RIN4, decoy model, capability-based security, NLR receptors</news:keywords></news:news></url><url><loc>https://artificialideas.org/2026/10/14/does-your-software-have-a-microbiome-testing-gut-colonization-resistance-against-defenses-for-self-spreading-npm-worms/</loc><news:news><news:publication><news:name>Artificial Ideas</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-10-14T15:00:00+00:00</news:publication_date><news:title>Does Your Software Have a Microbiome? Testing Gut Colonization Resistance Against Defenses for Self-Spreading npm Worms</news:title><news:keywords>Gut Microbiome, least privilege, colonization resistance, bile acids, npm supply chain, dependency cooldown, software supply chain security, Shai-Hulud worm, Clostridioides difficile, fecal microbiota</news:keywords></news:news></url><url><loc>https://artificialideas.org/2026/10/13/do-forests-synchronize-like-retry-storms-testing-mast-seeding-against-how-ai-clients-pile-back-in-after-an-outage/</loc><news:news><news:publication><news:name>Artificial Ideas</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-10-13T23:00:00+00:00</news:publication_date><news:title>Do Forests Synchronize Like Retry Storms? Testing Mast Seeding Against How AI Clients Pile Back In After an Outage</news:title><news:keywords>thundering herd, jitter, exponential backoff, masting, retry storms, metastable failures, mast seeding, resource budget model, pollen coupling, AI API reliability</news:keywords></news:news></url></urlset>
