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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 […]
Apple is prepping for life after the AI gold rush
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- July 11, 2026
- 5 min read
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Consumer electronics prices are shooting up. Energy prices are increasing fast. Even water bills are climbing. For a technology that promises “efficiency,” the ongoing AI gold rush seems to be taking things away, much like the proverbial gift that keeps on grabbing. With hundreds of billions in AI investment already racked up for 2026, it’s important to remember the entire […]
New benchmark confirms AI models still perform poorly at visual perception
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- August 15, 2026
- 1 min read
- 0
Moonshot AI’s PerceptionBench tests how well multimodal AI models can actually “see,” separate from logical reasoning. No frontier model reaches 60 percent accuracy, and GPT-5.6 Sol leads by a narrow margin. Many supposed reasoning errors actually happen as early as the image-reading stage. The article New benchmark confirms AI models still perform poorly at visual […]