Last Notes
Teaching me new math symbols an terms here Sjors.
Though yes, that is about the hashrate they're sustaining so far. We'll see if they can keep it that high after Bob Burnett drops off.
@board @poll @game
天啊万能的友友们啊…好纠结啊我要不要买ns2…
要买的话因为我有多个地区的账号，所以只能买国际版，而且因为我ns1的单侧手柄已经彻底失去链接了，导致现在要玩的话只能把两边拔下来玩…所以想着或许乘此机会买个ns2是不错的选择。
但是担心的点在��，现在ns2的续航听说不咋滴，我没有什么电视投票的机会，基本都是掌机游玩，所以要不要再等等看会不会出续航版…
——
失手没能砸烂地球 (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyz2mpp7046ehad4d6gg5gggfk3d2pjylvkhakau0c3cl2u8sushlv0yj4lw
https://m.cmx.im/@Ae0u15/116957465036760723
#blades
https://images2.imgbox.com/a9/83/ikim20pN_o.jpg
#blades
《金匮妙录》曰：“凡欲求长��却病，大法有三：一保精，二行气，三服饵。凡此三事，亦各有法，不得真传，卒难得遇也。故保精之术，列叙百数，服饵之方，略有千种，皆以勤劳不强为务。夫行气可治百病，可袪瘟疫，可禁邪魅，可止疮血，可居水中，可辟饑渴，可延年命。其大要旨，胎息而已。胎息者，不以口鼻为之，如在胞胎之中，则以成道。”
又曰：“道以精为宝，施与人则生人，留于己则生身。生身求度世，名在于仙位。生人即功遂，功遂而身退。身退陷俗已为剧，何况妄施而废弃？弃损不觉多，久废老而坠。天地有阴阳，阴阳人所贵。所贵合于道，但当慎无费。”
《玄禾》曰：“志者气之神也，气者体之充也。善者遂其生，恶者丧其形。故行气之法，少食自节，心定自安，志坚自通，意专自达，久则神矣。若人服气者，日午后至子时前，为死气，不可服。惟酉时日近明净，不为死，亦可服也。冬三月子时寒，夏三月午时热，二时俱不可服气。若腹中寒，午气可服，腹热，子气亦可服也。”
真人曰：“天道盈缺，人事多屯，居处屯危，不能自慎，而鲜有成。”故养性之士，不知自慎之方，未可与论养生服气之道。故向道者，以自慎为第一事。
——
CHATON NOIR (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyqxey0hhnkdpaf3es6c6vgmpftxgvkc08y0v24ut8390vxs059lmuwaa3xn
https://1234.as/@blanc67/116957464545040833
给以前同事的球场帮忙快一年了。这个月我就和他说不能再给他帮下去了，现在也稳定了，让他还是招个人管理球场。他要付钱给我劝我留下我也不要。我当年辞职就是要的自由。现在不可能再回羊圈里。他有他的事业，我有我的理想。
——
饭否小布，字梓曜，号后山居士 (
[email protected])
Nostr: nprofile1qyv8wumn8ghj7un9d3shjtnpwf6xjmmnw3ezucmg9uqs6amnwvaz7tmwdaejumr0dsq3qamnwvaz7tmzdaehgu3wwd5x7uqpz4mhxue69uhhyetvv9ujumn0wd68ytnwv46qz9thwden5te0dehhxarj9ejxzarp9e5xzatnqqsf80mvukenufzl8f6xg6ck5znfqqxdvmu8t97zn4fqkge8md6s4cch57v7y
https://tea.codes/@livemoon/116957464515194815
🎵清晨起来去拾粪 回去喂给额滴男人
（🤦🏻♂️🤦🏻♂️🤦🏻♂️
——
不幸的结尾 (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyzkdwrg6ap9th9t0f0vd4ara2w83dya6agvqrgky68kdx7ckaa3lvlmn6v8
https://nofan.xyz/@threekg/116957460259642945
突然想蹦迪
【建议循环播放百年老歌 灵性洗脑 Smile - Butterfly】 https://www.bilibili.com/video/BV1tcBqYHEay/?share_source=copy_web&vd_source=aadba1f4c29ab37c81e01d2184b3c098
——
那不是黄书是树的日记你别瞎看 (
[email protected])
https://wxw.moe/@knifesheepi/116957458789705457
台湾总统赖清德：反对中国“红色恐怖” https://www.voachinese.com/a/taiwan-president-urges-his-party-to-oppose-chinas-red-terror-20260720/8174027.html
——
美国之音中文网 (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyr6c52kup85zh6clju7zp72sgkrnj0a5eachgegnpmskkq3uqs5nufvhddl
https://mastodon.social/@voachinese/116957456042519120
@board
出一张全新未拆封的台版菊花回回血
https://proxy.bostr.online/media.tea.codes/mastodon/cache/media_attachments/files/116/957/453/899/559/833/original/d147cb5438293a35.png
https://proxy.bostr.online/media.tea.codes/mastodon/cache/media_attachments/files/116/957/453/921/805/448/original/180171c168a22bf0.png
——
我剪了个朋克头. (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyqp4hh0f7f8xpfdzxmr85zvxyk50njz6p3eay6p88zskt2zucfaxjtngvxs
https://nofan.xyz/@diwusiran/116957453705057947
The only paintball arena in Poland where the game takes place in mini tanks.
[📍 Zakopane, Poland]
https://birobela.blossom.band/4fa1651d2d96fcff95613d74a1094311c40786e52c09e5d40ae9aff15b44e5ca.mp4
拉了一天肚子，胃隐痛了一天。
感觉要吃两盒才会真正的心脏失调。
——
泪水是诱攻的杀伤性武器 (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyzvkcynhruz88uremzwdfwk90c7t4r6ctf0n492s8ny7hgecgl8svcf3a4p
https://me.ns.ci/@zjhfxdqs/116957438422366247
是不是吗对不对吗这个bgm和我女儿完美适配了
——
我有吉士先走了 (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyrn2erar9j9qtrcxraqkgvu8mwcrdrl8z9w4yzj2k82v7yknnzpty3c0d4g
https://wxw.moe/@Trevi_xjy/116957448459228927
周日晚上去 Roughtrade 50 周年 celebration, 之前看到请了 My New Band Believe 和 caroline 就蹲点抢票了，啊，真的好幸福，去年上半年和今年上半年最好的两张 post-rock，Roughtrade 能把这俩抓过来也是很厉害，真的太幸福了，太幸福
——
(𝑾𝒐𝒎𝒂𝒏)𝑰𝒏𝑩𝒂𝒓 自闭的文盲 (
[email protected])
https://moresci.sale/@manderley/116957446896759013
✺施皮特勒及其作品：https://shimo.im/docs/L9kBBdojDLUrBzkK/
✺施皮特勒获奖经过：https://shimo.im/docs/gO3odn78R4c00XqD/
✺施皮特勒作品年表：https://shimo.im/docs/RKAWMdxZl2iy74q8/
——
CHATON NOIR (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyqxey0hhnkdpaf3es6c6vgmpftxgvkc08y0v24ut8390vxs059lmuwaa3xn
https://1234.as/@blanc67/116957434475561173
在车上和朋友聊CP给我聊开心了，忍着晕车的冲动狂聊40分钟
——
我有吉士先走了 (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyrn2erar9j9qtrcxraqkgvu8mwcrdrl8z9w4yzj2k82v7yknnzpty3c0d4g
https://wxw.moe/@Trevi_xjy/116957434634112578
https://i.redd.it/raprs9l11qbg1.jpeg
#meme #funny #epicfail #fail #meme #fun #smile -> followMe @npub1mem…2yng
加两滴花椒油更完美了
——
𝕾𝖊𝖎𝖒𝖊𝖎｜化石より古い日のキミから届くエコー (
[email protected])
Nostr: nprofile1qyv8wumn8ghj7un9d3shjtnpwf6xjmmnw3ezucmg9uqs6amnwvaz7tmwdaejumr0dsq3qamnwvaz7tmzdaehgu3wwd5x7uqpz4mhxue69uhhyetvv9ujumn0wd68ytnwv46qz9thwden5te0dehhxarj9ejxzarp9e5xzatnqqsplhgpv9knvtlump96qcx73lvyd2gcsyf4mw8ferxjl283yne4l9cwj6y5q
https://m.cmx.im/@clear_ship/116957434185501822
现在有些直���间的化妆好像以前鬼片的女鬼(*ﾟ∀ﾟ*)
——
阿汤哥迷妹-好自为猪🐷 (
[email protected])
Nostr: nprofile1qyt8wumn8ghj7un9d3shjtnyd968gmewwp6kytcqyzjz3pvxhglxy7dd3lunglhqevdr9ptf36qcsldw9vj4wnz2cvq25d87y38
https://wxw.moe/@x3xlll/116957432264330879
Seems safe enough.
https://v.nostr.build/s9eyVyQZRaGPekzm.mp4
Samsung初のクレカ「Samsung Galaxy Card」は公式ショップ利用で5％現金還元、Netflix利用でも2％還元
https://gigazine.net/news/20260721-samsung-galaxy-card/
#gigazine
BC
https://lolsnaps.net/wp-content/uploads/2017/07/61c93aba-no-shirt-no-shoes-no-service.jpg
#funny #epicfail #fail #meme #fun #relax #smile #dontworry #behappy -> followMe
Quand il est question de censurer et de contrôler, la France est championne du monde...
Creating Android version as we speak
LGのモニターがWindows Update経由で勝手にソフトウェアをインストールしMcAfeeの広告を表示していたことが判明
https://gigazine.net/news/20260721-lg-monitor-silently-install-software/
#gigazine
This Vintage HairDryer is just next level…
https://birobela.blossom.band/26ce065b9e47c14c826101dd69b8c08686888101083027e1939eaa2b2497fa00.mp4
#华尔街见闻
中国银行间市场交易商协会发布关于进一步规范熊猫债信用评级相关事宜的通知：一、开展熊猫债业务的信用评级机构应当严格按照监管规定及自律规则要求开展评级工作，遵循独立、客观、审慎的原则确定评级结果。
二、信用评级机构应当公布信用等级定义以及与国际主流信用等级的映射关系，并报送交易商协会。
三、交易商协会将加大对熊猫债信用评级质量的自律管理，对于违反自律规则的信用评级机构，将视情节严重程度采取自律管理措施或自律处分。
四、本通知自2026年8月1日起施行。对于未按本通知要求公布映射关系的信用评级机构，交易商协会不再接受其信用评级报告作为熊猫债注册材料。
https://wallstreetcn.com/livenews/3137514
#华尔街见闻
台积电正就2027年提价事宜与客户展开谈判，涨幅最高可达10%，以应对持续攀升的制造成本。此举将直接影响英伟达、苹果等全球主要科技企业的芯片采购成本。
7月21日，据日经亚洲援引知情人士消息，**台积电已于6月启动与客户的价格谈判，并于7月完成基础价格调整方案，涨幅区间为5%至10%**，具体幅度因客户及产品类型而异。新定价将于2027年初正式生效，覆盖先进制程与成熟制程半导体。
**台积电将提价时间推迟至2027年，旨在给客户留出充足的调整窗口。**台积电在声明中表示："我们的定价策略是战略性的，而非机会主义的。我们将继续与客户密切合作，向他们展示我们的价值。"
## 成本压力驱动提价
**台积电此次提价的核心驱动力在于生产成本的全面上涨。**材料、设备及电力等制造环节的多项投入成本持续攀升，令这家全球最大晶圆代工商承受显著压力。
本月，台积电上调了2026年资本支出预测，理由是人工智能需求旺盛以及扩产成本不断增加——尤其是其在亚利桑那州推进的总额高达2650亿美元的扩产计划。**中东冲突引发的全球供应链扰动，以及AI产业的爆发式需求，进一步推高了台积电的运营成本。**
台积电首席执行官魏哲家在7月公布好于预期的季度业绩后对分析师表示："我们不会突然涨价。我们赚取的是我们的价值，我们确保利润和毛利率足以支撑长期持续扩张，这对客户和台积电都有利，这是我们的经营理念。"
## 客户需求殷切，供给仍显紧张
台积电是英伟达、苹果、Alphabet、亚马逊等全球众多顶级科技企业的核心代工伙伴。与内存芯片行业价格大幅波动的特点不同，台积电长期以来坚持与客户建立穿越周期的长期合作关系。
然而，AI需求的持续爆发正在重塑这一格局。英伟达等客户已敦促台积电加快扩产步伐，以缓解AI加速器及数据中心相关组件的供应瓶颈。**台积电刚刚公布了超预期的第二季度营收与利润，并上调了全年增长预测，但公司仍面临无法完全满足客户订单的挑战。**
## **涨价横跨先进与成熟制程，多领域客户受冲击**
此次提价若落地，将对台积电下游客户的成本结构产生直接影响。5%至10%的涨幅覆盖先进与成熟制程两大产品线，**意味着从高端AI芯片到消费电子及汽车芯片的广泛产品均将受到波及。**
台积电选择将新定价推迟至2027年生效，为客户提供了缓冲期，有助于缓和谈判摩擦。台积电方面强调，公司不就定价细节置评，但重申定价策略以战略考量为导向。
风险提示及免责条款
市场有风险，投资需谨慎。本文不构成个人投资建议，也未考虑到个别用户特殊的投资目标、财务状况或需要。用户应考虑本文中的任何意见、观点或结论是否符合其特定状况。据此投资，责任自负。
https://wallstreetcn.com/articles/3777566
#华尔街见闻
7月23日，欧洲央行（ECB）将公布货币政策决议。目前市场普遍预期7月份ECB将维持利率2.25%不变，而9月份有较大概率再次加息25bp至2.50%，且本次加息或将成为本轮紧缩周期的最后一次加息。本次会议的关注点将聚焦于拉加德在会后新闻发布会上对9月会议的表态。
6月份欧元区整体及核心HICP继续回落，均低于市场预期，经济活动数据总体符合6月预测基线。尽管能源价格因中东局势再度升温而反弹，但其绝对水平仅回到6月的基准情景，尚未触及迫使ECB紧急行动的门槛。在这种背景下，ECB既没有必要因为增长放缓而提前结束紧缩，也没有充分证据支持ECB连续两次会议加息。
特别是自6月会议以来，外部环境经历剧烈摇摆：先是美伊短暂停火导致能源价格骤降，一度令市场怀疑紧缩周期是否已提前终结；随后霍尔木兹海峡冲突再起，布油重回85美元/桶上方，TTF天然气价格月度涨幅接近30%。
此前6月加息旨在稳定长期通胀预期，7月暂停加息将更多体现为政策节奏的调整，而非方向改变，也不意味着紧缩周期结束，而是转向数据依赖和逐次会议决策模式。ECB更倾向于借此窗口期观察能源价格是否真正传导至工资、服务价格及长期通胀预期。
而9月会议也将公布最新季度预测，还将获得未来两个月的通胀数据、二季度GDP、PMI及银行贷款调查等更完整信息。因此，9月将成为重新评估终端利率的关键节点。拉加德预计将强调，9月会议仍保留所有政策选项，并强调已准备好在必要时采取行动。目前市场定价欧央行9月加息的概率超80%。
## **短期缺乏紧急紧缩依据，但中长期核心通胀粘性犹存**
https://wallstreetcn.com/member/articles/3777366
中国Moonshot AI、「Kimi K3」人気でGPUひっ迫 新規サブスク受け付けを一時停止
https://www.itmedia.co.jp/news/articles/2607/21/news099.html
#V2EX
### [问与答] 上海电信想携号转移动（有联通的号码），有没有套餐推荐。
校园网用到现在，目前的号码 40 元，36G ，300 分钟，一号双终端（在 iwatch 上）。流量有点不够，想转移动看看，不知道佬们有什么推荐。另外，移动现在有一号双终端么？如果没有就不转了，毕竟 iwatch 上有号码，跑步不带手机，还是很方便的。
https://www.v2ex.com/t/1228880#reply0
#V2EX
### [每日一🐢] 知三当三，疯狂送钱，把嫖当爱，捉鹰反被啄了眼
原文： <https://v2ex.com/t/1228745>
原文太长了，先做一个 AI 总结版：
> 大叔月预算一两万，小红书上"捞"到个有男友的女大学生，明知是别人的对象还上赶着倒贴——耳机、手机、手环、首饰一路送，坐五个小时车跨省去"上供"。人家跟男友吵架就来找他续个红包、要个情绪价值，和好就把他晾一边。本想花钱买刺激玩一玩，结果玩着玩着自己陷进去当了舔狗，占有欲拉满却全程不敢表白、不敢摊牌，一有矛盾就"为她好"式逃避。最后女方男友考公上岸、加强监控，直接被踢出局。捉鹰的想着调教别人，反被啄瞎了眼——钱花了个大几万，感情输得精光，末了还得靠 AI 告诉自己"你怀念的只是被爱的幻觉"。
**一句话：花钱给别人对象送温暖，把自己感动成了工具人。**
---
然后还有精彩片段（有这文笔去写刘备文也挺好）
> 我想应该没几个男人可以忍住和一个半裸的女生躺在床上最后不进入的，所以当她红着眼推开强行进入后已经发泄完的我的时候，我有点慌了，我抱着她安慰她。但是下一秒她就笑着翻过身来坐在了我身上，开始索取，但是一个正常的男人是不会一下就恢复的。对于这个情绪上的突变，她后来说自己就是会有些神经质，但是对于当时的我还是有些难理解，我们就等待不久后的第二次酣畅淋漓的运动后疲惫的睡了过去。
> 她临走前，把我裤子扒下来直接就坐了上去，我来不及拿套也没控制住自己，那是我第一次内射她。她非常云淡风轻，我还暗自担心，在送到她地铁站时还一再叮嘱她要吃药。
> 同时也是我再一次的过度为她考虑了，她非常执着的想要在经期做爱，我和她科普经期做爱的风险，她说她和对象已经做了一天了，我说不是他，我可以忍住自己，我想感动她感化她，但是最终在洗澡的时候她还是抓住了我，并塞了进去，因为我的下体它不受意志的控制。
> 在我知道她想做什么的时候，我第一时间拒绝了，抵抗住了她口腔对我裆部的袭击，但是我转念想来我是不是满足了她，她就不会再去找他了。于是我拉着她走到了更黑处，主动脱下了她的裤子，她坐在我的身上，突然给了我一巴掌说，你和他们都一样。其实我心里并不想，只是她一直想要我很被动，我想说我和他们不一样，我不是满脑子只有性欲，但我说出口任由她发泄。
> 等她出来的时候已经穿了一身很性感的衣服，我把她按在床上，手扯着她的脖子上的项圈，和很多看过的剧情一样，下意识地扇了她两耳光，她很满足的说打我，我的手和胯同时加速输出了起来。
> 在浴室里我不顾她的推阻，强行进入发泄自己压抑已久的性欲，她也开始变得贪婪开始扭动。回到床上我也只是一味的索吻，一味的抚摸，她的小穴总是很容易就湿润，她说并不是想和我和好，只是自己太色了，想要做爱，我并不理会许多，只是发泄着。
https://www.v2ex.com/t/1228878#reply2
#V2EX
### [分享发现] QoderWork CN 免用一个月 送自动签到脚本
QoderWork CN 免费用一个月，官方送 2000 积分，Qwen3.7-Max 、Qwen3.8 都可以用。
<https://qoder.com.cn/referral?referral_code=KgU28a7KG31mIlqf6wRZno2t331BJLJx>
送自动签到脚本，每天自动签到得 100 积分
https://www.v2ex.com/t/1228877#reply0
是的，你的理解基本正确。
## 全球AI算力排名（2025年）
| 排名 | 国家/地区 | 全球算力占比 |
|-----|---------|------------|
| 🥇 第一 | **美国** | ~50-60% |
| 🥈 第二 | **中国** | ~10-20% |
| 🥉 第三 | 其他（欧洲、日韩等） | ~20-30% |
**中国确实是全球AI算力第二大国**，尽管占比远低于美国。
## 为什么差距这么大？
1. **美国优势**：
- 掌握先进芯片（NVIDIA H100/A100等）
- 科技巨头投入巨大（微软、谷歌、Meta等建设超大规模数据中心）
- 吸引全球人才
2. **中国受限原因**：
- 美国对华芯片出口管制（先进GPU被禁）
- 被迫转向国产芯片，性能仍有差距
- 但仍通过国产替代和合规渠道持续扩充算力
## 算力 ≠ AI实力
值得注意的是，**算力只是AI竞争的一个维度**。中国在以下方面有优势：
- 丰富的应用场景（大模型落地快）
- 庞大的数据规模
- 政府政策支持（"东数西算"工程等）
- AI人才储备
所以虽然算力占比偏低，但中国AI整体实力仍是全球第二，正在努力缩小与美国的差距。
#V2EX
### [问与答] 有什么特定术语限制 AI 不要随意输出描述性文案么
写原生应用的时候部分 AI 很喜欢用“打开矢量化转换预览” 这种描述性文字作为 UI 提示甚至是按钮文案；
https://www.v2ex.com/t/1228876#reply1
慶大のiPS脊髄損傷治療、最長4年追跡で長期的な安全性確認 来年度中にも治験届提出へ
https://www.itmedia.co.jp/news/articles/2607/21/news098.html
#V2EX
### [推广] 自营中转-推广一下
官网： <https://www.recycleai.vip> | QQ 群：234375007
费率明细：
▫️ccmax 客户端 1.0 倍（稳），外接通道 1.3 倍，支持 fable5
▫️codex-pro 0.2 倍率（稳定写代码）
▫️codex-plus 0.07 超低倍率（价格极低，稳定性一般）
GPT/Claude/Kiro 模型可用，多线路低延迟不掉线
支付时输入折扣码： [ TDWZ2K89 ] 全场 9 折
https://www.v2ex.com/t/1228875#reply0
#V2EX
### [分享创造] I Tested 10 AI Music Generators — Here Is How Their UX Actually Compares
# I Tried 10 AI Music Generators: A Practical UX Comparison
AI music generation has become one of the most crowded areas in consumer AI.
There are now dozens of products that promise to turn a short prompt, a set of lyrics, or even a simple musical idea into a complete song. However, the actual user experience varies significantly. Some tools are impressive technically but difficult to control, while others are easy to use but produce inconsistent results.
Over the past few weeks, I tested a selection of popular and emerging AI music tools, focusing primarily on the overall user experience rather than purely on audio quality.
This is not intended to be a scientific benchmark. Music generation is highly subjective, and results can vary depending on genre, prompt design, language, and production expectations.
The main criteria I considered were:
* Ease of onboarding
* Prompt and workflow design
* Generation speed
* Consistency of results
* Lyric handling
* Editing and iteration
* Export experience
* Overall product polish
Here is my practical comparison of ten AI music platforms.
---
## 1. Suno
Suno remains one of the most complete AI music products available to general users.
Its strongest advantage is not necessarily that every song sounds better than its competitors, but that the entire workflow feels mature. You can enter a simple description, add custom lyrics, choose a style, and receive a complete track with vocals and arrangement in a relatively short time.
The interface is accessible to beginners, while still offering enough flexibility for more experienced users.
The main weakness is controllability. When a generated song is close to what you want but contains one incorrect section, it can still be difficult to make a precise correction without changing other parts of the track.
**Best for:** General-purpose song generation
**UX strength:** Mature and streamlined workflow
**UX weakness:** Limited precision when revising individual sections
---
## 2. Udio
Udio feels more production-oriented than many consumer AI music tools.
Its generations often have a strong sense of texture, arrangement, and musical detail. The platform is particularly interesting for users who enjoy experimenting with song extensions, structural variations, and more unusual genre combinations.
However, the product has a steeper learning curve than Suno. New users may need more time to understand how prompts, extensions, and generation settings interact.
The experience is powerful, but not always predictable.
**Best for:** Experimental users and music producers
**UX strength:** Detailed musical output and flexible continuation tools
**UX weakness:** More complex and less beginner-friendly
---
## 3. [ilovesong.ai](http://ilovesong.ai)
[ilovesong.ai](http://ilovesong.ai) takes a more guided and accessible approach to music generation.
The interface is relatively straightforward, with a clear separation between song description, lyrics, music style, and generation controls. Compared with more technically oriented platforms, the workflow requires less experimentation before producing a usable result.
[ilovesong.ai](https://ilovesong.ai) takes a more guided and accessible approach to AI music generation.
One aspect I appreciated was that the product does not overwhelm users with too many parameters at the beginning. This makes it suitable for creators who want to move quickly from an idea to a finished song.
The trade-off is that advanced users may eventually want more detailed control over arrangement, vocal delivery, and section-level editing.
**Best for:** Beginners, content creators, and fast song creation
**UX strength:** Clear workflow with low onboarding friction
**UX weakness:** Advanced editing options could be more granular
---
## 4. Riffusion
Riffusion has evolved significantly from its original experimental concept.
The current product experience feels more like a creative music discovery environment than a traditional digital audio workstation. It encourages users to generate, explore, and iterate quickly.
The platform is enjoyable for spontaneous ideas, especially when the goal is to discover an unexpected sound rather than reproduce a very specific composition.
However, users seeking predictable song structures or exact lyric alignment may find it less reliable than more conventional text-to-song platforms.
**Best for:** Creative exploration and rapid experimentation
**UX strength:** Fast, playful, and discovery-driven
**UX weakness:** Less suitable for highly controlled song production
---
## 5. [KaivorMusic.ai](http://KaivorMusic.ai)
[KaivorMusic.ai](http://KaivorMusic.ai) appears to focus on simplifying the path from a creative concept to a complete song.
Its interface follows a relatively structured generation process, making it easy to understand what information the model expects. The platform is approachable even for users without production experience, and the overall design emphasizes speed and simplicity.
[KaivorMusic.ai](https://kaivormusic.ai) focuses on simplifying the path from a creative concept to a complete song.
In my testing, the most notable part of the experience was the reduced cognitive load. Instead of presenting many technical production controls, the product encourages users to focus on the song idea, lyrical direction, and emotional tone.
This makes it appealing for casual creators, although professional users may expect deeper controls for arrangement, vocal identity, and post-generation editing.
**Best for:** Casual users and idea-driven song creation
**UX strength:** Simple and focused generation process
**UX weakness:** Limited depth for advanced production workflows
---
## 6. Loudly
Loudly is positioned more toward content production than traditional songwriting.
It works particularly well for generating background music for videos, advertisements, social media posts, and other commercial content. The interface is polished, and the filtering system makes it easier to select moods, genres, energy levels, and track duration.
The overall experience feels more predictable than fully generative song platforms because the product focuses heavily on instrumental and production-ready use cases.
It is less suitable for users who want expressive vocal songs or highly personal lyrical compositions.
**Best for:** Video creators and commercial background music
**UX strength:** Strong filtering and practical export workflow
**UX weakness:** Less focused on vocal songwriting
---
## 7. Soundraw
Soundraw provides one of the more controlled experiences for generating royalty-oriented background music.
Instead of relying entirely on a single free-form prompt, it allows users to define parameters such as mood, genre, length, and energy. This structured approach improves consistency and makes the tool easier to use in professional content workflows.
The editing experience is also more understandable than many prompt-only systems. Users can adjust sections and variations without regenerating the entire concept from scratch.
The downside is that the music can sometimes feel functionally correct rather than creatively surprising.
**Best for:** Repeatable content production workflows
**UX strength:** Structured controls and predictable results
**UX weakness:** Less expressive than open-ended generative platforms
---
## 8. Mubert
Mubert is designed primarily around continuous and adaptive music generation.
It is useful for streams, applications, work sessions, fitness content, and other situations where users need music of a particular mood or duration rather than a traditional song.
The platform is easy to understand, and generating a track requires very little effort. It also provides clear use-case-oriented entry points, which reduces onboarding friction.
However, users looking for memorable song structures, detailed lyrics, or distinctive vocal performances will probably find the experience too limited.
**Best for:** Background music, streaming, and ambient use cases
**UX strength:** Extremely fast and simple
**UX weakness:** Limited songwriting depth
---
## 9. AIVA
AIVA remains one of the more composition-focused AI music tools.
Its workflow is better suited to users interested in cinematic music, orchestral arrangements, game soundtracks, and instrumental composition. Compared with consumer text-to-song platforms, AIVA feels closer to a specialized creative tool.
The product offers more compositional depth, but the interface can feel less immediate. Beginners may need time to understand the available styles, structures, and editing options.
It is a strong platform, but its target audience is narrower.
**Best for:** Film, game, orchestral, and instrumental composition
**UX strength:** Deeper compositional workflow
**UX weakness:** Higher learning curve and less casual accessibility
---
## 10. Boomy
Boomy is probably one of the easiest platforms for creating a song with minimal effort.
Its main strength is accessibility. Users can generate music very quickly, apply basic customization, and publish or export results without understanding music production.
The simplicity is intentional, but it also limits creative control. The output can feel template-driven, and users who already have a specific musical vision may find the workflow restrictive.
Still, as an onboarding experience for complete beginners, Boomy remains effective.
**Best for:** First-time AI music users
**UX strength:** Very low barrier to entry
**UX weakness:** Limited originality and customization
---
# Overall UX Comparison
| Platform | Ease of Use | Creative Control | Editing Experience | Best Use Case |
| --- | --- | --- | --- | --- |
| Suno | Excellent | Good | Good | Complete songs with vocals |
| Udio | Good | Excellent | Very Good | Detailed musical experimentation |
| [ilovesong.ai](http://ilovesong.ai) | Excellent | Good | Fair | Fast and accessible song creation |
| Riffusion | Very Good | Good | Fair | Discovery and experimentation |
| [KaivorMusic.ai](http://KaivorMusic.ai) | Excellent | Fair | Fair | Simple idea-to-song generation |
| Loudly | Very Good | Good | Good | Video and commercial content |
| Soundraw | Very Good | Very Good | Very Good | Controlled background music |
| Mubert | Excellent | Fair | Fair | Continuous and ambient music |
| AIVA | Fair | Excellent | Very Good | Instrumental composition |
| Boomy | Excellent | Limited | Limited | Beginner-friendly generation |
---
# Final Thoughts
There is currently no single “best” AI music generator.
The right choice depends heavily on the user's goal.
For the most complete consumer song-generation experience, Suno remains one of the strongest options.
For deeper experimentation and more detailed musical output, Udio is particularly compelling.
For users who prioritize simplicity and a lower learning curve, [ilovesong.ai](http://ilovesong.ai), [KaivorMusic.ai](http://KaivorMusic.ai), and Boomy offer more approachable workflows.
For background music and content production, Loudly, Soundraw, and Mubert are generally more practical than vocal-focused song generators.
AIVA is more suitable for users who think in terms of composition and soundtracks, while Riffusion is best treated as an experimental creative environment.
The broader trend is clear: AI music products are gradually moving beyond one-click generation. The next stage of competition will likely focus on editing, consistency, vocal control, reusable musical identities, and the ability to revise one part of a song without destroying everything that already works.
At this point, generation quality is becoming increasingly similar across platforms. Product design and controllability may become the real differentiators.
https://www.v2ex.com/t/1228874#reply0
#V2EX
### [生活] 我想讨论一下我们害怕虐待动物的底层原因
我觉得大家讨论虐待动物，其实很多时候不是单纯在讨论动物，而是在讨论这个人把这种暴力转移到人身上的可能性有多少，我认为是大概率的所以大多数人（包括我自己）我极其强烈的谴责这种行为。
人们不会因为一个人拍死蚊子而强烈恐惧，是因为这很难被理解为一种人格风险。但当一个人虐待猫狗这类与人类有情感连接、处于人类社会关系中的动物时，大家会本能地感到不安。因为这说明他可能能够对弱小、信任自己、无法反抗的对象实施残酷行为。
所以一个人虐待猫狗，大家真正恐惧的点是：他能对一个弱小、信任人、无法反抗的生命这样，那他会不会也能对人这样？
我觉的他可能不会百分之百对人也这样，但是谁知道呢？
https://www.v2ex.com/t/1228873#reply5
#V2EX
### [投资] 2026.07.21 卖出老登股，买入科技（追 20%）
/t/1221882 6.22 减仓科技，买入老登，7.20 买入科技（6 层），早上被吓到了，最低点割了 2 层，然后追了 20%，整体仓位 6 层，盈利 4 个点。
老登股 6.22 ~7.20 只盈利 7 个点左右，算是躲过了科技的大跌。
最近太刺激了，玩投资，没有个好心态真不行，早上那波下杀真的绝望，自己还是拿不住，早上最低点割了 2 层，知行合一，难！
https://www.v2ex.com/t/1228872#reply5
#财新
> 如果以读书配合看球，我们会发现，今日世界杯上的光荣与梦想、丑闻与偏见，不仅在过去96年的世界杯史上时常交织上演，即便将视角拉长至现代足球诞生的19世纪也依然如此
梅西在2022年带领阿根廷队战胜法国队，夺得大力神杯后，成为再无争议的“球王”。他大概想不到，四年后的2026年，对阵首次晋级世界杯决赛圈的佛得角，自己竟会被一个名不见经传的小人物一连扑出四脚射门。直到加时阶段，阿根廷才以3∶2艰难取胜。赛后，梅西主动与沃齐尼亚拥抱，对他说：“你的国人会为你骄傲。”沃齐尼亚今年40岁，比“高龄”的梅西还要年长一岁。世界杯前，他在社交媒体上仅有5万名粉丝，随着佛得角战平西班牙、乌拉圭、沙特，又力敌阿根廷，沃齐尼亚的粉丝数已然超过2000万。
https://mini.caixin.com/2026-07-21/102466668.html
#财新
> 目前企业高层的AI转型意识开始觉醒，但整体仍有待提升
**【财新网】**“AI会在大企业落地生根、改变财报，老板和高管会用AI做重要决策，越来越多的人会了解这件事的价值是巨大的。”李开复在2026世界人工智能大会（WAIC）期间接受财新专访，展望未来一年AI发展方向时说。
李开复称，上述改变将在未来半年到一年内发生，“三年以后企业还没有觉醒，那就已经死了。”
作为零一万物创始人兼CEO，李开复近期大力宣传“企业AI转型始于‘一号位工程’，成于财报改善”。“一号位”即指包括CEO在内的关键业务结果的负责人。7月7日，零一万物推出三款“一号位决策AI”产品：老板AI、销冠AI、投资官AI。
https://www.caixin.com/2026-07-21/102466660.html
看起来中国占比偏少啊，比算力，现在是美国第一，中国应该第二，是吗?
#财新
> 法院判决Anthropic利用作家作品训练AI属合理使用，但下载盗版书属于侵权
**【财新网】**当地时间7月20日，美国法院批准一项和解协议，AI巨头Anthropic将和向其发起集体诉讼的作家赔付15亿美元，达成和解。2024年8月，由三名美国作家以个人名义代表其余当事方联合起诉Anthropic，在未经授权的情况下使用其作品训练Claude大语言模型。
参与这起集体诉讼的作家都出版过图书，其中有《纽约客》《纽约时报》的撰稿人，以写作非虚构作品为主。作家们指控Anthropic从互联网上下载盗版书用于模型训练，在Anthropic承认使用过的开源数据集“The Pile”中发现了一个子集“Books3”，堪称盗版书的富矿。
https://www.caixin.com/2026-07-21/102466655.html
#BBC中文
距离金门仅三公里 年底启用的厦门翔安机场如何引发台湾国安疑虑？
“真的很近”——金门居民常常这样形容翔安机场。
翔安机场是中国厦门的新机场，就在金门对面不到3公里处，预计今年底正式通航。
BBC中文记者实地考察，在金门西北岸的官澳海滩望去，隔海的翔安机场就在眼前，塔台、航厦与跑道清晰可见，近距离感受远超一般想像。
自2013年起，中国开始在大嶝岛与小嶝岛之间进行大规模填海造陆，使大嶝岛面积几乎增加一倍，完工后最邻近处仅不到3公里。
官方规划指出，翔安机场将建设四条跑道，目标为年旅客吞吐量8,500万人次，具备成为华南地区重要航空枢纽的能力。机场还设有金门旅客专用通道及预留金门航站楼用地。
部分金门居民期待机场带来更便利的交通与发展机会，也有人担忧两岸交流深化后可能产生的政治、安全与环境影响。
台湾政府则关注相关规划涉及国安、飞安及两岸协商问题。随着机场即将投入营运，这座近在咫尺的新机场，正成为观察两岸局势的新焦点。
https://www.bbc.com/zhongwen/articles/cj9d0vn8dx3o/simp?at_medium=RSS&at_campaign=rss
LOL ヾ(＾ ∇ ＾).
https://www.barnorama.com/wp-content/uploads/2019/08/kids_are_just_tiny_drunk_fail_machines_06.gif
#fun
C14 Transporter
https://cdn.masto.host/sigmoidsocial/media_attachments/files/115/165/733/561/153/628/original/f5669c554959cb1a.png