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Google Deepmind argues video generators already contain the world models computer vision has been missing
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- July 19, 2026
- 1 min read
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Google Deepmind’s GenCeption repurposes a video generator for classic vision tasks such as depth estimation and segmentation, matching state-of-the-art systems with far less training data. The model trained almost entirely on synthetic videos. Its results add to the debate over whether video generators already contain a kind of universal world model. The article Google Deepmind […]
Meta’s non-invasive brain-to-text AI is closing the gap with surgical implants
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- July 1, 2026
- 1 min read
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Meta’s FAIR AI team uses Brain2Qwerty v2 to translate brain activity into typed sentences, with no implants or surgery required. The system reads magnetic signals outside the skull and reconstructs what a person is typing. Clinical use for paralyzed patients is still a long way off, but accuracy keeps improving with every additional recording. AI […]
The problem with treating science like a startup
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- June 29, 2026
- 5 min read
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Few New Zealanders spend much time thinking about volcanic monitoring but when a volcano erupts, we expect expertise to exist immediately. When governments talk about science, they increasingly sound as though they are talking about startups. Research should be agile, innovative and capable of producing outcomes that can be measured within political cycles. It should […]
e2e-assure introduces Cumulo, the U.K.’s only sovereign, AI-driven, zero-day SOC platform to secure IT and OT environments
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- June 19, 2026
- 6 min read
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Built around digital twin technology and customer-dedicated AI models, Cumulo answers the recent announcement by GCHQ for AI Cyber Shield, enabling early identification of threats and vulnerabilities before incidents occur Abingdon, U.K., 19 June, – SOC-as-a-service provider, e2e-assure, today announced the launch of the updated Cumulo, the U.K.’s only sovereign, AI-first, IT/OT connected SOC platform, designed to help organisations defend […]