冰与火之歌第一季
California Governor Newsom is Running Ads in Florida: ‘Join Us In California’_我的网站

一 | “It’s Independence Day. So let’s talk about what’s going on in America. Freedom is under attack in your state. Republican leaders, they’re banning books— making it harder to vote, restricting speech in classrooms, even criminalizing women and doctors. I urge all of you living in Florida to join the fight, or join us in California, where we still believe in freedom,” says Newsom in his attack ad.,“Freedom of speech. Freedom to choose. Freedom from hate. And the freedom to love. Don’t let them take your freedom,” says Newsom, firmly pointing at the camera.,We’re about to celebrate Independence Day -- but Freedom is under attack by Republican leaders in states like Florida.Banning books.Restricting speech.Making it harder to vote.Criminalizing women and doctors. It’s time to stand up. Don’t let them take your freedom. pic.twitter.com/cFI5UzgZzX— Gavin Newsom (@GavinNewsom) July 3, 2022,Newsom has gained ground across the country as a potential pick for the Democratic party’s presidential nominee in 2024. President Joe Biden’s polls are falling fast (58% of Americans disapprove of the president, according to Reuters) and his age (79 years old) makes him the oldest sitting president ever, with his predecessor former President Donald Trump taking second place in that category.,Vice President Kamala Harris is also falling behind in her approval ratings, with 52% of Americans disapproving of the first female, Black, and South Asian American vice president, according to data from June 28. Harris’ favorability among Americans is actually less than former Vice President Mike Pence’s ratings during the same period of time in office.,DeSantis Advises Migrants Escorted to Washington DC: 'Do Not Come' to Florida14 April, 17:35 GMT,Prior to the 30-second attack ad against DeSantis on Fox News, Newsom, 54, had said he has no interest in running for president. Back in May he plainly stated he had “sub-zero interest” in running for the 2024 presidential election during a San Francisco Chronicle interview.,It’s also possible that the $100,000 in political commercials Newsom has bought to run on Floridians’ television screens may just be another itch to scratch in criticizing the GOP and their policies. While facing a recall election in 2021, Newsom used the slogan “Don’t DeSantis My California” as a dig at DeSantis, whose own campaign slogan read, “Don’t Fauci My Florida,” referring to Dr. Anthony Fauci, the chief medical advisor to the president.,Newsom had also backed new gun control legislation in the state of California, with the state now allowing victims of deadly shootings to prosecute gun manufacturers. That law was modeled after the Texas Heartbeat Act of 2021, which allows private citizens to sue doctors and women’s healthcare organizations. At the time of the bill’s passage, Newsom said it would expose the U.S. Supreme Court—and its conservative majority’s—hypocrisy or else “get them to reconsider the absurdity of their previous decision,” referring to the Texas Heartbeat Act.,Gavin Newsom: California to Model Gun Control Measures Based on Texas Abortion Law12 December 2021, 12:41 GMT,Some political analysts are adding that Newsom’s recall win has given him the confidence to consider running for the White House. His fresh voice may also give him better favorability numbers against better recognized opponents such as Biden. Newsom’s youth and critical take on conservative policies stand in sharp contrast to Biden and could make him a frontrunner amongst Democratic voters.,“Gavin Newsom had to know that this would signal that people would interpret or misinterpret his actions as presidential campaign ambitions,” said James Taylor, USF’s Political Science professor on Newsom’s political attack ad, which criticizes controversial Florida laws such as the Parental Rights in Education law, better known colloquially as the “Don’t Say Gay” law.,“After the recall, Newsom got stronger, and I suggested off the bat that it strengthened his position to run for national office,” Taylor adds.,Larry Gerston, an NBC Bay Area Political Analyst, says Newsom is getting ahead of the game by targeting the strongest potential Republican candidates. DeSantis is trailing Trump in favorability polls amongst Republican voters, and former Vice President Pence appears unafraid to run against his former boss.,“Gavin Newsom has made it a point to extend his presence on national issues,” he said. “And position himself, so that if for some reason Biden doesn’t run, and if Harris falters, there is Newsom,” he said.。 飞象原创(魏德龄/文)路由是很多人所熟悉的词汇,最先想到的莫过于家中的路由器,它在网络层面,将数据拆分为一个个小小的“数据包”,以最经济的传输路径,把数据传给下一个节点。如今,“路由”一词又越来越多在人工智能领域被提及。 当然,此“路由”自然并非彼“路由”,但又有异曲同工之处。 AI也需要路由 目前,在人工智能领域中,“路由”一词在被越来越多提及的同时,还在不同的讨论场景下,加上了相应的前缀,但总体原理上不尽相同,均在于面对不同需求,对于算力的智能分配。 “算力路由”在算力感知网络中用来支撑“最优路径+最佳算力”的分配逻辑,将业务流量动态调度至算力资源的最优节点。

二 | 此前,IETF还正式成立了算力路由工作组,来推进在通信协议中,使用“路由”来对算力流量进行优化分配。 “模型路由”则在消费电子领域中,用来形容端侧与云端模型算力的智能切换。智能路由机制会将复杂的任务拆解为子任务,通过决策器判断该子任务是留在本地(端侧)执行以保护隐私并节省成本,还是脱敏后发往云端执行以利用更强大算力。

三 | 与此同时,现代负载均衡器已演变为“智能请求路由”系统,它们不再将请求视为可互换的单位,而是根据模型的复杂度、数据的本地性以及硬件的亲和性来导向流量。这种“路由”将不仅看脸结束,还会监控CPU、GPU使用率和队列深度,以实现多维度的资源优化。 节省资源,保护隐私 在各个节点的算力,以及位于不同位置的模型间,使用路由来进行调度的好处在于节约资源与将敏感数据留在本地。 一个最简单易懂的原理在于,有时用户请求大模型的问题,可能仅仅是一个百科查询的问题,或只是简单的调侃,甚至所谓的低幼问题。但这些请求与复杂的研究与生成内容,一样传送至了高参数量的模型中运行,几乎可以说是对算力资源的一种浪费。 以英特尔在智能体PC中采用的路由机制为例,可以通过固定规则或AI模型判断该子任务的复杂度。如果子任务与本地AI能力的匹配度高,则被判定为“简单任务”,路由至本地小参数量模型执行。若本地无法胜任,则路由至云端API。

四 | 该功能还能同时提供保护敏感数据的能力,例如目前很多公司在内部,均开始限制公司资料上传至云端AI的权限,甚至使用专用的浏览器,来对数据进行水印添加、拦截上传等操作。而通过路由机制,可以进行隐私脱敏处理,在调度过程中,所有必须发往云端的数据都会先在本地进行脱敏处理,保护敏感信息。同时,路由并不盲目信任端侧结果。

五 | 在端侧执行完成后,系统会进行质量校验。若结果不达标,会将其脱敏后重新提交至云端执行,并最终完成结果拼装。 路由机制也具备与AI一样的学习能力,能从过往的调度错误中积累经验,不断优化子任务的切割方式和分类器的准确度,使其越来越贴合用户习惯。 这种路由原理,在更广的终端范围内同样适用,例如在智能手表、XR眼镜、手机、边缘算力与云端,路由机制在未来同样可以完成对于任务复杂度的调度。如调整设置、快速检索、优化照片这样的简单任务可以由本地2B小模型处理。而当可穿戴设备侧算力不足时,调度平台会将任务分流到与其连接的手机、PC或专用计算单元,通过7B-10B参数的模型进行处理,而针对极其复杂的重负载任务或需要海量数据支撑的请求,系统会通过调制解调器将任务发送至云端处理。 不过,对于个人用户的隐私保护而言,一旦涉及设备迁移,个性化数据则需要经过加密处理的云端服务来完成,以便用户购买新设备时,这些模型和数据会从云端无缝流转回新的端侧设备,避免了重新训练和磨合的周期。 以往在家庭网络中被人熟悉的路由概念,如今正准备开始指挥一场关于算力的交通。而在对不同任务需求再拆分再分配的背后,用户端不仅将保持无感的体验,还将获得时延更低的反馈,以及更好的数据保护,甚至是深度用户对于Token费用的节省。
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