No disciplinary action was taken over the allegations of an inappropriate relationship with Scottish MP Joani Reid.
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Wednesday, 1 April 2026
Tuesday, 31 March 2026
Show HN: PhAIL – Real-robot benchmark for AI models
7 by vertix | 7 comments on Hacker News.
I built this because I couldn't find honest numbers on how well VLA models [1] actually work on commercial tasks. I come from search ranking at Google where you measure everything, and in robotics nobody seemed to know. PhAIL runs four models (OpenPI/pi0.5, GR00T, ACT, SmolVLA) on bin-to-bin order picking – one of the most common warehouse operations. Same robot (Franka FR3), same objects, hundreds of blind runs. The operator doesn't know which model is running. Best model: 64 UPH. Human teleoperating the same robot: 330. Human by hand: 1,300+. Everything is public – every run with synced video and telemetry, the fine-tuning dataset, training scripts. The leaderboard is open for submissions. Happy to answer questions about methodology, the models, or what we observed. [1] Vision-Language-Action: https://ift.tt/V0ZmpGA
7 by vertix | 7 comments on Hacker News.
I built this because I couldn't find honest numbers on how well VLA models [1] actually work on commercial tasks. I come from search ranking at Google where you measure everything, and in robotics nobody seemed to know. PhAIL runs four models (OpenPI/pi0.5, GR00T, ACT, SmolVLA) on bin-to-bin order picking – one of the most common warehouse operations. Same robot (Franka FR3), same objects, hundreds of blind runs. The operator doesn't know which model is running. Best model: 64 UPH. Human teleoperating the same robot: 330. Human by hand: 1,300+. Everything is public – every run with synced video and telemetry, the fine-tuning dataset, training scripts. The leaderboard is open for submissions. Happy to answer questions about methodology, the models, or what we observed. [1] Vision-Language-Action: https://ift.tt/V0ZmpGA
Monday, 30 March 2026
Sunday, 29 March 2026
Tottenham Hotspur want to convince Roberto de Zerbi to become their new permanent head coach, after the departure of interim boss Igor Tudor.
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Saturday, 28 March 2026
Virat Kohli hits an unbeaten 69 as Royal Challengers Bengaluru begin the defence of their Indian Premier League title by cruising past Sunrisers Hyderabad.
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from BBC News https://ift.tt/xA8UaOG