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EgoHumanoid: Unlocking In-the-Wild Loco-Manipulation with Robot-Free Egocentric Demonstration
arXiv:2602.10106v2 Announce Type: replace Abstract: Human demonstrations offer rich environmental diversity and scale naturally, making them an appealing alternative to robot teleoperation. While this paradigm has advanced robot-arm manipulation, its potential for the more challenging, data-hungry problem of humanoid loco-manipulation remains largely unexplored. We present EgoHumanoid, the first framework to co-train a vision-language-action policy using abundant egocentric human...
Privately Estimating Monotone Statistics in Polynomial Time
Announce Type: replace Abstract: We study efficient differentially private algorithms for estimating monotone statistics, i.e., statistics that are monotone under the addition of new observations. The starting point for our investigation is subsample-and-aggregate: a classical paradigm that partitions the dataset into blocks, estimates the statistic on each block, and then privately aggregates the estimates. While practical and generically applicable, this approach is quite data-hungry.
OpenAI Confidentially Files for IPO on the Heels of SpaceX and Anthropic
OpenAI has filed confidential paperwork for an initial public offering, the company announced on Monday, kicking off what could be a monthslong process toward debuting on a US stock exchange. The move makes it the third company to file for what could be a trillion-dollar IPO this year. Tech companies pursuing the most powerful AI models, including publicly traded giants Alphabet, Amazon, Meta, and Microsoft, are hungry for tens of billions dollars each to build out more data centers and...
EU plans energy standards for data centres amid concerns over soaring power use
EU plans energy standards for data centres amid concerns over soaring power use BRUSSELS, June 3 : The European Union will develop minimum energy-efficiency standards for data centres, it said on Wednesday, as concerns grow over their rapidly rising power use. EU data centre capacity is expected to more than double in the coming years, reaching 28 gigawatts by 2030 from 12 GW last year. That expansion will lift their share of EU electricity consumption beyond the current 2.5 per cent.
Computation-Aware Kalman Filtering with Model Selection for Neural Dynamics
arXiv:2606.01468v1 Announce Type: cross Abstract: Due to their explicit priors and ability to model uncertainty, Bayesian methods have played a major role in dynamical latent variable modeling of single-cell neural recordings. However, modern-sized datasets have made overparameterized deep networks the preferred methods of choice due to their predictive power and favorable computational scaling. While many posterior approximations exist, all incur approximation errors.
What are EU social media alternatives to Instagram, TikTok?
What are EU social media alternatives to Instagram, TikTok? June 5, 2026Instagram and Facebook from Meta, X (formerly Twitter) from Elon Musk, TikTok from ByteDance — billions of social media users interact with these products every day. These and other tech corporations have become huge and powerful.
What are Europe's alternatives to Instagram, TikTok and X?
What are Europe's alternatives to Instagram, TikTok and X? June 5, 2026Instagram and Facebook from Meta, X (formerly Twitter) from Elon Musk, TikTok from ByteDance — billions of social media users interact with these products every day. These and other tech corporations have become huge and powerful. But in recent years, the European Union has made a considerable effort to limit their influence.
SoftBank plans 75 billion euros of AI investments in France, as Europe struggles to catch up with U.S. and China
Japan's SoftBank Group plans to invest 45 billion euros ($53 billion) over the next five years to build artificial intelligence infrastructure in France, the company said on Sunday. The tech giant said the commitment is part of a 75-billion-euro program to roll out 5 GW of AI data center capacity in France. Softbank said the initial phase of the plan involves building 3.1 GW of AI data centers in the northern Hauts-de-France region by 2031, including in Dunkirk, Bosquel and Bouchain.
Big Tech extracts retirement-scale wealth from UK internet users, research shows
A new white paper from the Web3 Foundation claims that UK and European internet users generate significant commercial value for big tech companies through their data. The report estimates that the average person's data is worth over $1,600 annually, with a potential lifetime value reaching $189,405. The paper argues that users are effectively paying for "free" digital services with their personal information, highlighting the lack of genuine informed consent.
Big Tech's AI ambitions pose a major power test for Europe
SoftBank's plan to invest 75 billion euros in building AI infrastructure in France underscored the nation's status as a leading hub, but Big Tech's lofty energy demands will put the wider continent's grid to the test, analysts say. Japan's SoftBank on Saturday announced plans to build 3.1 GW of AI data centers in the northern Hauts-de-France region, including new sites in Dunkirk, Bosquel and Bouchain, by 2031. With over 60% of its power needs met by nuclear power, France is particularly...