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AI Capabilities

23 summarised stories about AI Capabilities, each linking back to the original source. Browse all topics →

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Tuesday, 18 August 2026

AI’s recursive self-improvement might not come so quickly after all

MIT Technology Review 1 week ago 28

Researchers at Princeton found that AI agents can handle the engineering aspects of AI research but lack the creativity and judgment needed for open-ended investigation, suggesting recursive self-improvement timelines may be longer than industry forecasts suggest. In a test where Claude Opus 4.8 had six days and $3,000 in API credits to conduct novel research on unpublished NeurIPS papers, both resulting papers were rejected by the original authors for lacking novelty and rigor despite competent experimental work. The finding challenges claims that AI will soon improve itself without human oversight, though it remains unclear whether open-ended creativity is essential or whether narrow task improvements alone could enable recursive self-improvement.

Google’s Pet Memory forgot who my cats are

The Verge 1 week ago 37

Google's Pet Memory feature for Gemini in Home is designed to recognize individual pets through Nest cameras and adapt smart home settings accordingly, but the system failed to remember the user's cats after initial setup. The feature relies on Gemini's ability to learn pet identities from camera feeds and apply that knowledge to automate home responses. If Pet Memory cannot reliably identify and retain pet information, users cannot depend on it for the pet-specific automations it promises to enable.

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