101010.pl

China Business Forum<a href="https://mstdn.business/tags/China" class="mention hashtag" rel="nofollow noopener" target="_blank">#China</a>’s <a href="https://mstdn.business/tags/economy" class="mention hashtag" rel="nofollow noopener" target="_blank">#economy</a> continues to <a href="https://mstdn.business/tags/demonstrate" class="mention hashtag" rel="nofollow noopener" target="_blank">#demonstrate</a> steady <a href="https://mstdn.business/tags/momentum" class="mention hashtag" rel="nofollow noopener" target="_blank">#momentum</a> as <a href="https://mstdn.business/tags/retail" class="mention hashtag" rel="nofollow noopener" target="_blank">#retail</a> <a href="https://mstdn.business/tags/sales" class="mention hashtag" rel="nofollow noopener" target="_blank">#sales</a> of <a href="https://mstdn.business/tags/consumer" class="mention hashtag" rel="nofollow noopener" target="_blank">#consumer</a> <a href="https://mstdn.business/tags/goods" class="mention hashtag" rel="nofollow noopener" target="_blank">#goods</a>, a key measure of domestic <a href="https://mstdn.business/tags/demand" class="mention hashtag" rel="nofollow noopener" target="_blank">#demand</a>, grew by 5.1% year-on-year in April 2025, according to the latest <a href="https://mstdn.business/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> from the National Bureau of <a href="https://mstdn.business/tags/Statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Statistics</a> (NBS). The figures <a href="https://mstdn.business/tags/highlight" class="mention hashtag" rel="nofollow noopener" target="_blank">#highlight</a> the <a href="https://mstdn.business/tags/resilience" class="mention hashtag" rel="nofollow noopener" target="_blank">#resilience</a> of consumer <a href="https://mstdn.business/tags/spending" class="mention hashtag" rel="nofollow noopener" target="_blank">#spending</a> amid <a href="https://mstdn.business/tags/global" class="mention hashtag" rel="nofollow noopener" target="_blank">#global</a> <a href="https://mstdn.business/tags/economic" class="mention hashtag" rel="nofollow noopener" target="_blank">#economic</a> uncertainties, reinforcing China’s <a href="https://mstdn.business/tags/role" class="mention hashtag" rel="nofollow noopener" target="_blank">#role</a> as a driving force in global <a href="https://mstdn.business/tags/consumption" class="mention hashtag" rel="nofollow noopener" target="_blank">#consumption</a>. <a href="https://cnbusinessforum.com/chinas-consumer-market-shows-resilient-growth-as-retail-sales-climb-5-1-in-april/" rel="nofollow noopener" translate="no" target="_blank">https://cnbusinessforum.com/chinas-consumer-market-shows-resilient-growth-as-retail-sales-climb-5-1-in-april/</a>

☮ ♥ ♬ 🧑‍💻Day 30 cont 🥔🤓🚫📝🧾📊 📉“The <a href="https://ioc.exchange/tags/Opposition" class="mention hashtag" rel="nofollow noopener" target="_blank">#Opposition</a> still has not released its <a href="https://ioc.exchange/tags/costings" class="mention hashtag" rel="nofollow noopener" target="_blank">#costings</a>, despite being four days out until <a href="https://ioc.exchange/tags/election" class="mention hashtag" rel="nofollow noopener" target="_blank">#election</a> day. Asked about it on the campaign trail, <a href="https://ioc.exchange/tags/PeterDutton" class="mention hashtag" rel="nofollow noopener" target="_blank">#PeterDutton</a> (<a href="https://ioc.exchange/tags/Liberal" class="mention hashtag" rel="nofollow noopener" target="_blank">#Liberal</a>) says the costings will be provided “IN DUE COURSE”, adding the costings would “<a href="https://ioc.exchange/tags/demonstrate" class="mention hashtag" rel="nofollow noopener" target="_blank">#demonstrate</a> that the <a href="https://ioc.exchange/tags/BottomLine" class="mention hashtag" rel="nofollow noopener" target="_blank">#BottomLine</a> will always be better under a Liberal <a href="https://ioc.exchange/tags/government" class="mention hashtag" rel="nofollow noopener" target="_blank">#government</a>”.Wouldn’t have been easier to work on POLICIES? <a href="https://ioc.exchange/tags/AusPol" class="mention hashtag" rel="nofollow noopener" target="_blank">#AusPol</a> / <a href="https://ioc.exchange/tags/LNP" class="mention hashtag" rel="nofollow noopener" target="_blank">#LNP</a> / <a href="https://ioc.exchange/tags/Nationals" class="mention hashtag" rel="nofollow noopener" target="_blank">#Nationals</a> / <a href="https://ioc.exchange/tags/Coalition" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coalition</a> / <a href="https://ioc.exchange/tags/Costings" class="mention hashtag" rel="nofollow noopener" target="_blank">#Costings</a> / <a href="https://ioc.exchange/tags/policies" class="mention hashtag" rel="nofollow noopener" target="_blank">#policies</a> <PM takes aim at Max Chandler-Mather while campaigning in Brisbane – as it happened <a href="https://www.theguardian.com/australia-news/live/2025/apr/29/australia-election-2025-live-peter-dutton-anthony-albanese-campaign-polls-economy-costing-credit-labor-coalition-ntwnfb?CMP=share_btn_url&page=with%3Ablock-681048ee8f08c96900e5368a#block-681048ee8f08c96900e5368a" rel="nofollow noopener" translate="no" target="_blank">https://www.theguardian.com/australia-news/live/2025/apr/29/australia-election-2025-live-peter-dutton-anthony-albanese-campaign-polls-economy-costing-credit-labor-coalition-ntwnfb?CMP=share_btn_url&page=with%3Ablock-681048ee8f08c96900e5368a#block-681048ee8f08c96900e5368a</a>>

WordofTheHour<a href="https://mastodon.social/tags/demonstrate" class="mention hashtag" rel="nofollow noopener" target="_blank">#demonstrate</a> : to point out; to show- French: démontrer- German: demonstrieren- Italian: dimostrare- Portuguese: demonstrar- Spanish: demuestra------------Join our new subreddit for language learners @ <a href="https://reddit.com/r/LearnANewLanguage" rel="nofollow noopener" translate="no" target="_blank">https://reddit.com/r/LearnANewLanguage</a>

Chuck DarwinIn one popular robot training technique, called <a href="https://c.im/tags/imitation" class="mention hashtag" rel="nofollow noopener" target="_blank">#imitation</a> <a href="https://c.im/tags/learning" class="mention hashtag" rel="nofollow noopener" target="_blank">#learning</a>, models learn to perform tasks by, for example, imitating the actions of a human teleoperating a robot or using a VR headset to collect data on a robot. It’s a technique that has gone in and out of fashion over decades but has recently become more popular with robots that do manipulation tasks, says Russ Tedrake, vice president of robotics research at the Toyota Research Institute and an MIT professor. By pairing this technique with <a href="https://c.im/tags/generative" class="mention hashtag" rel="nofollow noopener" target="_blank">#generative</a> <a href="https://c.im/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a>, researchers at the Toyota Research Institute, Columbia University, and MIT have been able to quickly teach robots to do many new tasks. They believe they have found a way to extend the technology propelling generative AI from the realm of text, images, and videos into the domain of robot movements.  The idea is to start with a human, who manually controls the robot to <a href="https://c.im/tags/demonstrate" class="mention hashtag" rel="nofollow noopener" target="_blank">#demonstrate</a> <a href="https://c.im/tags/behaviors" class="mention hashtag" rel="nofollow noopener" target="_blank">#behaviors</a> such as whisking eggs or picking up plates. Using a technique called <a href="https://c.im/tags/diffusion" class="mention hashtag" rel="nofollow noopener" target="_blank">#diffusion</a> <a href="https://c.im/tags/policy" class="mention hashtag" rel="nofollow noopener" target="_blank">#policy</a>, the robot is then able to use the data fed into it to learn skills. The researchers have taught robots more than 200 skills, such as peeling vegetables and pouring liquids, and say they are working toward teaching 1,000 skills by the end of the year. Many others have taken advantage of generative AI as well. <a href="https://c.im/tags/Covariant" class="mention hashtag" rel="nofollow noopener" target="_blank">#Covariant</a>, a robotics startup that spun off from OpenAI’s now-shuttered robotics research unit, has built a multimodal model called RFM-1. It can accept prompts in the form of text, image, video, robot instructions, or measurements.  Generative AI allows the robot to both understand instructions and generate images or videos relating to those tasks. The Toyota Research Institute team hopes this will one day lead to 🔸 “large behavior models,” 🔸which are analogous to large language models, says Tedrake “A lot of people think behavior cloning is going to get us to a ChatGPT moment for robotics,” he says. In a similar demonstration, earlier this year a team at Stanford managed to use a relatively cheap off-the-shelf robot costing $32,000 to do complex manipulation tasks such as cooking shrimp and cleaning stains. It learned those new skills quickly with AI. Called Mobile ALOHA (a loose acronym for “a low-cost open-source hardware teleoperation system”), the robot learned to cook shrimp with the help of just 20 human demonstrations and data from other tasks, such as tearing off a paper towel or piece of tape. The Stanford researchers found that AI can help robots acquire transferable skills: training on one task can improve its performance for others<a href="https://www.technologyreview.com/2024/04/11/1090718/household-robots-ai-data-robotics/" rel="nofollow noopener" translate="no" target="_blank">https://www.technologyreview.com/2024/04/11/1090718/household-robots-ai-data-robotics/</a>

Susan Larson ♀️🏳️‍🌈🏳️‍⚧️🌈What LGBTQ+ shoppers in <a href="https://mastodon.online/tags/LosAngeles" class="mention hashtag" rel="nofollow noopener" target="_blank">#LosAngeles</a> want more from <a href="https://mastodon.online/tags/brands" class="mention hashtag" rel="nofollow noopener" target="_blank">#brands</a> than <a href="https://mastodon.online/tags/PrideMonth" class="mention hashtag" rel="nofollow noopener" target="_blank">#PrideMonth</a> <a href="https://mastodon.online/tags/Merch" class="mention hashtag" rel="nofollow noopener" target="_blank">#Merch</a> “There’s nothing really to be said for just changing your <a href="https://mastodon.online/tags/logo" class="mention hashtag" rel="nofollow noopener" target="_blank">#logo</a> to be <a href="https://mastodon.online/tags/rainbow" class="mention hashtag" rel="nofollow noopener" target="_blank">#rainbow</a>, or whatever,” said Keller. “I feel like <a href="https://mastodon.online/tags/companies" class="mention hashtag" rel="nofollow noopener" target="_blank">#companies</a> also need to <a href="https://mastodon.online/tags/demonstrate" class="mention hashtag" rel="nofollow noopener" target="_blank">#demonstrate</a> that they are <a href="https://mastodon.online/tags/materially" class="mention hashtag" rel="nofollow noopener" target="_blank">#materially</a> <a href="https://mastodon.online/tags/supporting" class="mention hashtag" rel="nofollow noopener" target="_blank">#supporting</a> their <a href="https://mastodon.online/tags/LGBT" class="mention hashtag" rel="nofollow noopener" target="_blank">#LGBT</a> <a href="https://mastodon.online/tags/employees" class="mention hashtag" rel="nofollow noopener" target="_blank">#employees</a>.” <a href="https://www.latimes.com/business/story/2023-06-12/what-lgbtq-shoppers-want-more-than-pride-month-merch-from-brands" rel="nofollow noopener" target="_blank">https://www.latimes.com/business/story/2023-06-12/what-lgbtq-shoppers-want-more-than-pride-month-merch-from-brands</a>

WordofTheHour<a href="https://botsin.space/tags/demonstrate" class="mention hashtag" rel="nofollow noopener" target="_blank">#demonstrate</a> : to point out; to show- French: démontrer- German: demonstrieren- Italian: dimostrare- Portuguese: demonstrar- Spanish: demuestra------------Join our new subreddit for language learners @ <a href="https://reddit.com/r/LearnANewLanguage" rel="nofollow noopener" target="_blank">https://reddit.com/r/LearnANewLanguage</a>

Gob-scale TessalationCops beat me up in 2018, and finally, over a year and a half later, we're going into mediation on March 12th (2020).New Patreon post about it, please boost and share to help apply social pressure on the proceedings and also help me make rent.<a href="https://www.patreon.com/posts/34500481" rel="nofollow noopener" target="_blank">https://www.patreon.com/posts/34500481</a>We want more out of this than "just" money to pay our medical bills and therapy costs.We want to use this legal opportunity and leverage to make systemic change happen.It's not exactly the defunding we'd like to see, but it'll be a step in the right direction.---And if you are involved in <a href="https://toot.cat/tags/activism" class="mention hashtag" rel="nofollow noopener" target="_blank">#activism</a> near or in <a href="https://toot.cat/tags/Salem" class="mention hashtag" rel="nofollow noopener" target="_blank">#Salem</a>, <a href="https://toot.cat/tags/Oregon" class="mention hashtag" rel="nofollow noopener" target="_blank">#Oregon</a> and are down to <a href="https://toot.cat/tags/demonstrate" class="mention hashtag" rel="nofollow noopener" target="_blank">#demonstrate</a> with me outside the capitol building, reach out and/or stay tuned.

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