Last Notes
https://npub10q76ypsqfkn4vgcwlmq7es383zkvgklq7mhtsmh00wjmnwyt34gsu9nmyp.blossom.band/10364d0371dada40dfd6b9737983347d486ce9740f1bf60ff2b1b19ff2180d2a.jpg
The men who wrote this book were ahead of their time. Get your copy today:
https://satwize.com/product/the-sovereign-individual-by-james-dale-davidson-william-rees-mogg/
Zaps are the future, I love them so much. Zap zap zap, and GM again. PV Mike, get out there and keep building 💪
Ok! I have Lillygo t-decks. Someone brought a t-echos last meetup which was cool to check out. Are there any super small ones you would suggest?
I'm new to it but as I understand it: ATAK (Android Team Awareness Kit/Android Tactical Assault Kit) is a geospatial mapping application that provides real-time situational awareness, team tracking, and navigation. It allows users to drop markers, draw boundaries, and share data offline using cellular networks or radios.
#Sidecar 🤝 @npub18vt…ytca
https://i.nostr.build/Xsl1csrtLRxtxmmK.png
What's funny is that one job I applied to has been unfilled in my hospital for about six months. I could have already been in the job and probably well caught up on the missing items by now. Makes no fucking sense outside a large bureaucracy. But they also haven't denied me. They've just left it all in limbo.
More real than physical reality
Try my latest work :) @nprofile…d675
https://lotus.mybuho.de/
Maybe someone still remembers fragging from 'nam...
#骑手
骑手每月缴保费遇理赔难 垫付事故间接费用遭保险公司拒赔引质疑
#骑手 骑手称自己从未见过完整保险保单，对保险免责条款完全不知情。保险公司回应，该保单为企业集体投保，内含全体骑手个人隐私，无法向骑手提供完整保单，仅能截取对应条款；骑手如需查阅完整保单，需自行联系所属用工企业。（来自腾讯网-半岛网26/07/17）
阅读全文: https://at.laborinfocn6.com/articles/url?lk=https%3A//news.qq.com/rain/a/20260717A08LMV00
原链接: https://news.qq.com/rain/a/20260717A08LMV00
备份: https://web.archive.org/web/https://news.qq.com/rain/a/20260717A08LMV00
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工劳快讯 X 工劳小报 (
[email protected])
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https://m.cmx.im/@boringscholar/116935734327011088
古希腊掌管人脸识别的神啊，救救我吧！！公司电梯里遇到一个同事，熟门熟路跟我说话，我以为是以前办过业务的人，但是想不起来是谁，就顺着他说，直到最后他问我你们现在是不是不需要盖章了？我说盖什么章？他说文件的公司章啊，之前交给你们的要盖几百份，我这算是对上号了。感觉我也就跟他见过一面，人家怎么就能记得我呢？
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一品香菇炖鸡 (
[email protected])
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https://alive.bar/@Fandymushroom/116935726790842573
RT对方一直在反驳有可能是因为看不起你，也有可能是觉得你在看不起他，我之前打的遇��网约车司机很贱，上来就问你学历很高吧，是不是收入也高，我说对一个月一两万是有的，他立刻像累子视频里的爹一样开始奇袭：那你就错了
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你就不能去打份零工好好生活吗？ (
[email protected])
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https://alive.bar/@SilverYang/116935724920213674
看过 功夫女足 https://proxy.bostr.online/media.tea.codes/mastodon/cache/custom_emojis/images/000/035/590/static/d4b099c1bb3dad97.png https://proxy.bostr.online/media.tea.codes/mastodon/cache/custom_emojis/images/000/035/590/static/d4b099c1bb3dad97.png https://proxy.bostr.online/media.tea.codes/mastodon/cache/custom_emojis/images/000/035/590/static/d4b099c1bb3dad97.png https://proxy.bostr.online/media.tea.codes/mastodon/cache/custom_emojis/images/000/064/238/static/7b7fee730c8e3b0a.png https://proxy.bostr.online/media.tea.codes/mastodon/cache/custom_emojis/images/000/064/238/static/7b7fee730c8e3b0a.png
https://neodb.social/movie/3e3ruPnavPi7thCD3uk9HD
看清秀美丽女子生活戏��得一本满足……大多数时候大家在笑我完全不明白有什么好笑……韩国队？英语那个是什么队？日本队的各种表现我爹乐不可支，我：？
可能我对不上无厘头电波。
但我看到各位靓女（可以说是女童少女青年中年都有……）演戏很满足……佐藤健好帅啊啊啊……
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把前额叶打顶了吧。 (
[email protected])
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https://g0v.social/@ling2/116935719691669299
Yea, this was 20 years ago. He was a major influence on my awareness of Palestine. Dude had been very familiar with the groupthink and indoctrination having joined the army to escape it in New York, only to then of course also very much see it from another angle in the army as he got surprised when suddenly 9/11 happened and being in the army wasn't just taking a break and living on base. They tried to force him back for a third tour though and by that point he'd gotten his resolve not to.
They actually let it go a lot easier than he expected after only a few months of being impossible to find. Sounds like they realized how much of a liability someone like that would be to force back into the shit...
啥也没发生我就这样又回去忘情地吃荔枝了
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𝕾𝖊𝖎𝖒𝖊𝖎｜化石より古い日のキミから届くエコー (
[email protected])
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https://m.cmx.im/@clear_ship/116935716131834030
断断续续看完了阿根廷跟英格兰的比赛。说实话，给我的感觉，英格兰就没想过要精彩地赢下这场比赛。七十分钟后，往回往中收缩得很紧，一直很被动。阿根廷在进那两个球之前，已经有好几次非常危险的球了，甚至有两个球都打到门柱上了。正常人看到自己领先被压着打，肯定想办法换人进攻，把球推出去。
一句话就是，一个想靠死守不攻就能进决赛的球队，是不配捧起大力神杯的，况且你还只是1比0领先。如果这都让你赢了，那是对足球精神的玷污。
英格兰，活该！你的表现就是不配赢。没赢，对球迷是一种幸运！
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拆掉高墙的一块砖 (
[email protected])
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https://m.cmx.im/@putaobanzhuan/116935712085084159
还是片源不好，现在这个240p，连中景里演员的眼睛睁没睁开都看不清楚，严重影响欣赏表演，而这个电影除了表演（和bl）又有什么可看，可是，区区240p已经足够让我察觉服装之5毛在可见的720p下恐怕绝非肉眼可以承受的景象，实际上这些闪亮的化纤布料在240p中就已经隐隐地显出了一种警告、让小戏迷不要去考虑高清的禁忌之路，综合来���，拍成这样的一个电影，根本没有一个可以入眼的清晰度，它几乎不存在
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Tor浏览器 (
[email protected])
https://slashine.onl/@ieee/116935711611672921
新來的黑人同事來���海地，今天她問我我幾歲，我說「給妳猜」，她說24，我說「再加個十上去」，她O型嘴，眼睛睜超大，說「不可能，絕對不可能」，報了出生年以後她震驚問「怎麼做到的？」
我露出我的耳朵，穿了兩個環還綁了妖精辮，說：「不瞞你說，其實我是半妖精，你看我耳朵，這麼尖。」
她仰天大笑。
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Zoey可能需要來點威士忌 (
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https://g0v.social/@Zoeyneedswhisky/116935710547689943
这群人骂人就说你是满日混杂杂种……
感觉有点癫
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你的黄老板（原地复活看BL黄书版） (
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https://bgme.me/@kumori/116935700306828925
ゲームばかりやって絵を描いてないのは暑さのせいです！！！（責任転嫁https://proxy.bostr.online/media.tea.codes/mastodon/cache/custom_emojis/images/000/164/347/static/0ece11ba81b9a023.png
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メタ太🔞 (
[email protected])
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https://oekakiskey.com/notes/aosks7pvk6
第一次看到小猫打猎。太吓人了。Whisper一开始想从前门进我没让她进，现在后门打转。
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in a car with a beautiful boy (
[email protected])
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https://m.cmx.im/@dreamball/116935699220520141
#InfoQ推荐
商业地图可以告诉机器人“前方右转”，却无法直接告诉它眼前应该从哪里转、沿哪一侧通过；即使已经生成路线，控制误差、地面变化和动态障碍，也可能让机器人在行进过程中逐渐偏离。
从系统角度看，这意味着“路径被规划出来”并不等价于“路径可以被执行”。
这正是长程导航从“规划正确路线”走向“真实闭环执行”时面临的核心问题。
针对这一问题，星源智提出DA-Nav，一套面向城市级长程场景的方向感知视觉语言导航框架。DA-Nav将商业导航指令、第一视角空间理解和偏航恢复统一到同一条决策链路中，使机器人不仅能够理解“往哪里走”，还能够判断“当前是否走偏”，并在偏差发生后主动回到正确路线。
这一设计的核心变化在于：导航系统开始具备“执行过程中的自我校正能力”。
DA-Nav架构图
## 突破指令与动作鸿沟，把“前方右转”落到眼前
对于人类来说，“前方右转”是一条足够清楚的指令。人可以结合路口结构、当前朝向和道路形态，自然判断下一步应该从哪里经过。但这一认知过程，本质上依赖人类对三维空间的完整理解，而不是语言本身。
所以，对机器人而言，这类面向人类认知设计的方向指令仍然过于抽象，不能直接转化为局部轨迹。
DA-Nav没有让视觉语言模型直接预测连续三维坐标，而是将机器人第一视角中的道路空间划分为候选区域，让模型先在画面中判断接下来应该经过哪些位置，再由控制模块将这些空间落点转化为可执行轨迹。
这一机制的关键意义在于：语言指令第一次被稳定映射到“空间决策点”，而不是抽象语义。
DA-Nav空间落点机制简单来说，模型不再凭空“画出一条路”，而是在自己看到的场景中连续指出：下一步走这里，再走这里。这一变化将视觉语言模型的“理解能力”转化为“空间执行能力”。
DA-Nav空间落点机制
在此基础上，DA-Nav进一步将导航决策组织为：
状态判断—动作选择—轨迹预测。
机器人首先判断当前是否偏离路线，再决定继续前进、转弯或进行方向修正，最后生成局部空间目标。这一结构使导航从“直接响应指令”，转向“持续状态判断驱动”。对NavBrain而言，这建立了从长程方向理解到局部行动执行之间更清晰、更稳定的决策链路。
## 结构化决策，让导航从直接预测走向先判断、再行动
长距离导航中，偏航不是偶发异常，而是持续执行中的常态。换句话说，偏航不是错误，而是系统运行过程中的必然状态。
地面打滑、控制误差、动态障碍和视觉波动，都可能让机器人逐渐离开原定路线。但传统导航数据通常以专家正确轨迹为主，模型学习的是“理想情况下应该怎么走”，却很少真正经历偏航与恢复过程。这类模型可以沿正确路线前进，却未必知道自己何时已经走偏，更不知道应该如何重新回到路线。
为此，DA-Nav构建了ReDA恢复感知导航数据集，通过受控扰动主动制造偏航状态，并记录相应的专家恢复行为。
模型由此不仅学习如何走对，也系统学习三个问题：
什么时候已经偏航、应该向哪一侧修正，以及如何重新回到正确路线。这使导航学习从“单一正确轨迹学习”，扩展为“包含错误状态的完整经验学习”。
真实路口基础动作对比
ReDA共包含约28.6万条时序样本，其中约12.8万条为恢复数据。大规模恢复样本让模型在训练阶段接触大量非理想状态，并建立偏航判断与纠正动作之间的稳定关联。从实验结果看，这一设计补齐了长程导航中“错误经验缺失”的问题。
完整模型的纠正成功率高达98.15%；去除恢复数据后，这一指标骤降至15.46%，导航成功率也由59.00%下降至29.71%。这组差异意味着，纠偏并不是模型在执行过程中自然获得的附加能力。
只学习正确路线，机器人可能能够走一段；只有把错误状态和恢复过程明确纳入训练，机器人才能在偏航后真正找回方向。DA-Nav因此补齐了长程导航中长期被忽视的一环：不只训练机器人怎样走对，也训练它走错后怎样回来。
## 98.15%纠正成功率，提升NavBrain长程闭环上限
在覆盖已见和未见城市场景的长程闭环评测中，DA-Nav取得59.00%的导航成功率、77.82%的路线完成率和98.15%的纠正成功率。这一组结果的关键意义，并不在于整体成功率，而在于“纠偏能力接近稳定可靠”。
DA-Nav跨城泛化与压力测试
其中，98.15%的纠正成功率最能体现这项研究的价值。
如果把长程导航比作沿着一条细线行走，传统方法更擅长在没有干扰时沿线向前；DA-Nav则进一步具备在偏离细线后主动靠回来的能力。这意味着系统不只是“能走对”，而是“能在走偏后恢复正确路径”。
对长程任务而言，每一次成功纠偏，阻止的都不只是一次局部错误，而是误差在后续过程中的持续累积。机器人不会因为一次偏移彻底离开路线，而能够在行进过程中不断判断、不断修正。
这种能力，也让DA-Nav具备更强的跨场景和跨本体迁移价值。
同一高层导航策略在没有使用真实世界数据进行微调的情况下，被部署到四足机器人和人形机器人，并完成超过1200米的真实环境导航验证。这说明系统学习到的不是“某条路径”，而是一种可迁移的导航决策能力。
## 从单点决策到长程闭环，DA-Nav升级NavBrain导航能力
在NavBrain的能力链路中，DA-Nav承担的是长程方向理解、局部目标生成与主动纠偏。它的作用不是替代规划模块，而是让规划结果能够在执行过程中持续成立。
它接收地图提供的全局方向，结合机器人第一视角判断下一步应该经过的位置，并在执行偏差发生后主动恢复。由此，NavBrain形成一条更加完整的闭环：
理解方向—生成目标—执行轨迹—判断偏差—主动修正。
DA-Nav的研究价值，不只是将“前方右转”转化成一个局部空间落点，也不只是提升一次轨迹预测的准确率。它更关键的贡献在于：将长程导航从“路径生成问题”，推进为“持续执行问题”。
对NavBrain而言，这意味着导航能力不再停留在“知道目的地在哪里”，而是进一步具备在复杂、连续、不断变化的真实环境中，把一条路线持续走下去的能力。
附论文原文链接：
https://arxiv.org/pdf/2607.11638v1
https://www.infoq.cn/article/40zi8OZ0UkL85PJ6NrMH
#V2EX
### [程序员] 还有 2 天， fable5 就要计费了，各位要转向 codex 吗？
还有 2 天，fable5 就要计费了，各位要转向 codex 吗？ A➗还会再次延迟 fable5 吗？
https://www.v2ex.com/t/1228118#reply2
#V2EX
### [Claude Code] 在 claude desktop 里开了计划模式，但是 claude 没有正常把计划文件展示给我看，这正常吗
今天已经遇到好几次了，我一开始就开启了计划模式，结果它要么是直接就动手改文件了，要么就是把计划写在回复里然后问我要不要执行，但是按照预期，它应该把计划文件写进 ~/.claude/plans/ 里然后给我看才对。
我用网关确认了，system 里是有 “Plan mode is active...”的描述的，但我问它，它很肯定的说它的上下文里没有这段说明。
所以我想问问，直接用 Claude Max 订阅的各位有没有遇到过，我担心是我的中转站给了我假模型
https://www.v2ex.com/t/1228119#reply1
#V2EX
### [酷工作] [base 地 福州 25k-35k 14 薪] 前端负责人
## 悉知
福州塔斯汀餐饮管理有限公司
地点在福州, 不考虑福州的小伙伴不要投递！！
## 我们希望你是这样的人：
- 具备 5 年以上前端开发经验，有大型复杂 B 端系统研发经验，能够独立负责前端架构设计和核心技术方案落地。
- 有过带领团队的经验，能够给团队成员做项目进度把关、技术指导，带领团队成长，建设优良的技术氛围
- 具有丰富的 AI Coding 经验，熟练运用包括但不限于 Claude Code 、Codex 、Grok 等成熟 Agent 辅助日常开发
- 具备处理复杂业务场景的能力，有高数据量、高交互、高复杂度页面开发经验，能够针对大量页面控件、复杂组件渲染等场景进行性能优化，保障系统稳定流畅运行。
- 具备前端工程体系建设经验，参与或主导过组件库、公共业务组件、微前端架构等基础设施建设，有推动多业务、多团队协作开发的实践经验。
- 对前端技术体系有较深入理解，熟练掌握 Vue2/Vue3 、React 、TypeScript 等主流技术栈，能够根据业务场景进行合理的技术选型和架构设计。
- 具备一定全栈开发能力，熟悉 Node.js 相关技术，具备 BFF 服务开发经验，能够参与前后端接口设计、数据处理和系统协同建设。
- 具备前端可观测体系建设经验，熟悉埋点采集、性能监控、异常分析、用户行为数据分析等相关能力。
- 具备较强的问题分析和技术推动能力，能够独立解决复杂技术问题，并推动团队研发效率和工程质量提升。
## 联系方式
[email protected]https://www.v2ex.com/t/1228116#reply0
I'm not aware of stories circulating about shenanigans in 2024, though I'm sure there are a few. I'm particularly interested in 2020 though, as it just felt wrong, there was censorship on x for suggesting it was the case in real time, had record turnout, and the whole Jan 6 hoopla which I think got blown out of proportion.
I want both sides to fight and sling mud in this arena, I think it'd be good fun and maybe even expose some stuff
#V2EX
### [分享发现] 一觉醒来欠 aws 四百亿
世界果然是个巨大的草台班子
https://www.v2ex.com/t/1228115#reply0
#V2EX
### [Amazon Web Services] AWS 系统计费显示错误,费用金额与实际使用金额存在显著差异
https://www.v2ex.com/t/1228114#reply1
#V2EX
### [推广] [memeapi.top API 中转站] 新开了一个 API 中转站，价格实惠，售后稳定，顺便给 v 友们发点小福利，评论 id 后可领试用额度~
大家好，初来乍到，请允许我向各位推广一下自己的小站，售后稳定，站长热心，价格实惠，同样的价格比质量，同样的质量比价格，欢迎各位大佬们前来品尝~
福利内容：
* 注册后下方评论 ID 后送 3$额度
* 群里不定时送额度以及开放福利分组
网站地址：
<https://memeapi.top/>
企鹅群:789868054
* 可以通过每日签到获取额度
* 群内有可爱机器人可供玩耍
* 群内定期分享实用工具
## 福利价格
### 充值比例
**1r=1$**
### 分组倍率
* gpt 特惠分组：0.03x （不定时开启的低价分组）
* gpt-plus:0.08x
* gpt-pro:0.18x
* claude-kiro:0.15x
* claude-max:1.1x
## 说明
提前说清楚几点：
* 不承诺“永久最低价”或“绝对稳定”
* 如果遇到调用失败、扣费异常、模型不可用，可以联系我处理
* 价格会随渠道调整而调整，但会保持美丽~
欢迎反馈，也欢迎直接喷，欢迎 v 友们前来体验，我会根据大家建议继续改。
https://www.v2ex.com/t/1228113#reply0
#V2EX
### [问与答] 有没有生成生活照效果比较好的 AI
苦于不上相一直没有拍出来过比较好看的照片，有没有哪个 AI 可以根据证件照生成生活照，并且不容易看出来是 AI 图那种。
https://www.v2ex.com/t/1228112#reply1
#财新
> 散户蜂拥北交所爆炒云创退，从0.56元爆炒至2.02元，成为本周A股涨幅最高个股
: 《北京证券交易所交易规则》规定，连续3个交易日收盘价涨跌幅偏离值累计达到±40%或者中国证监会或者本所认定属于异常波动的其他情形，属于“异常波动”。图：视觉中国
**【财新网】**7月17日，[北交所](https://s.ccxe.com.cn/entities/companies/20099446290?originReferrer=pcarticle)公告称，[云创退](https://s.ccxe.com.cn/entities/companies/200428180?originReferrer=pcarticle)（920305.BJ）触发严重异常波动，个股炒作风险持续升高。北交所进一步加强交易监管，对大额申报买入加剧价格异常波动的投资者，连续实施暂停账户单向买入的自律监管措施100余人次。
此前一日，北交所也公告称对拉抬打压、维持涨跌幅限制价格等异常交易行为，依规采取暂停证券账户交易等自律监管措施44人次。
《[北京证券交易所交易规则](https://database.caixin.com/2021-11-03/101795370.html)》规定，连续3个交易日收盘价涨跌幅偏离值累计达到±40%或者中国证监会或者本所认定属于异常波动的其他情形，属于“异常波动”。
https://finance.caixin.com/2026-07-17/102465460.html
#财新
> 7月10日，王强仍以深圳市委常委、统战部部长身份，出席深圳市学习宣传贯彻民族团结进步促进法主题活动
**【财新网】**深圳市委原常委、统战部部长王强正接受广东省纪委监委纪律审查和监察调查。7月17日，官方通报上述信息，并称王强“主动投案”。
王强最近一次公开活动是在7月10日。据深圳市政府网站信息，王强当天仍以深圳市委常委、统战部部长身份，出席深圳市学习宣传贯彻民族团结进步促进法主题活动。
王强现年60岁，是浙江东阳人。他拥有法学专业背景，1988年8月从江西大学法律系毕业，1991年4月取得中南政法学院民法专业硕士学位后，进入深圳市劳动局工作。
https://china.caixin.com/2026-07-17/102465451.html
#财新
> 近年来，中国国际形象持续改善与美国国际评价明显下降两种趋势叠加，共同推动了全球民意格局的变化
**【财新网】**随着美国总统特朗普第二任期执政进入第二年，全球公众正在重新调整对中国和美国的评价。
7月15日，美国皮尤研究中心（Pew Research Center）发布了最新的全球民意调查报告，显示出国际社会对中、美两国认知正在发生的显著变化：中国的国际形象继续回升，而美国的国际评价明显下降。
与此同时，各国公众对两国的印象出现逆转——在覆盖36个国家的调查中，有25个国家对中国持正面看法——包括美国的传统西方盟友，而美国仅在印度、日本、菲律宾、韩国、波兰和以色列六国保持优势，其中以其亚洲盟友为主。而在拉丁美洲主要国家中，中国也首次整体追平甚至超过美国。
https://international.caixin.com/2026-07-17/102465447.html
#财新
> 地缘供应中断担忧叠加旺季需求支撑，燃料油延续领涨态势
https://database.caixin.com/2026-07-17/102465443.html
And this is how Taproot is abused and expoited by spam.
#nevent1q…fx9a
Congrats! It’s a great solution 🍻
yeah, something’s up. maybe time for a change 👀 got any ideas?
I am looking to acquire cheap little LoRa mesh radios compatible with ATAK so we can get a bulk amount of them to host an airsoft event for local youths (and youths at heart) and inspire love of these radio systems.
I'm thinking it might be best to just get the chips and have the maker space in town 3D print cases, but I am open to any and all suggestions or ideas! Please help me make this happen 🥰
#Lora #mesh #meshtastic #atak #airsoft #radio
i don’t understand why they don’t even try to put them out. some 800+ fires, wild. i was in Toronto a couple of years ago when this same thing was going on, you couldn’t go outside it was so bad.
TLDR: Two writings that will help you understand why Andy Back supports spam and turned himself into a clown and a bad actor.
It will help you understand why the compromised and corrupted Core together with Andy Back, David Bailey and other scammers turned against Bitcoin node runners and Bitcoiners in general.
Got #BIP110 & #BitcoinKnots? Bitcoin is Freedom Money!!!
By Jim
The real reason Adam Back doesn’t like BIP110. 👇
He’s publicly stated numerous times their desire to put Simplicity, their smart contract protocol, on Bitcoin mainnet. He calls it "the last softfork". It would require certain parts of Taproot that BIP110 would hinder. It would prevent them from putting non-bitcoin assets on the Bitcoin base layer. Simplicity is currently on their sidechain, Liquid.
Blockstream had a very significant role in the development and introduction of Taproot within Bitcoin Core. Did they have this planned all along ... Taproot on L1, to eventually support Simplicity? Was the Taproot "inscription bug" just an unintended byproduct, or intentional?
Simplicity was conceived by Blockstream's Russell O'Conner in 2017. Greg Maxwell proposed the idea of Taproot in 2018. And Blockstream employees had, by far, the biggest role in Taproot's development and implementation within Core.
Blockstream currently funds, or has previously funded, the following Core maintainers and contributors, many of which had key, leading roles in the development and implementation of Taproot.
Peter Wuille: Blockstream co-founder and employee 2014-2020. Core maintainer 2011-2022. Lead designer, primary implementer and co-author of Taproot BIPs 340, 341 and 342. Led and authored PR #19953, which implemented the full consensus rules for Taproot into Bitcoin Core - merged Oct 2020.. He left Blockstream and went to Chaincode in 2020.
Ava Chow: Blockstream employee 2018-2024. Core maintainer 2022-present. Wrote the Taproot-specific activation parameters (PR #21686) - as Andrew Chow (before transition). She also closed Luke's 2023 Datacarriersize PR to fix the Taproot inscription bug in Jan '24. She left Blockstream and went to Localhost Research Oct '24.
Andrew Poelstra: Blockstream employee since 2014. Core contributor 2014-present. Key co-designer of Taproot along with Wuille.
Jonas Nick: Blockstream employee since 2015. Core contributor 2015-present. Co-author all three Taproot BIPs.
Tim Ruffing: Blockstream employee since 2018. Core contributor 2017-2022. Co-author Taproot BIP 340.
Greg Maxwell: Blockstream co-founder and employee 2014-2018. Core contributor 2011-2018. Originator of the Taproot high level concept in 2018.
Matt Corallo: Blockstream co-founder and employee 2014-2018. Core contributor 2011-2022. Maintainer 2014-2018. Taproot reviews and technical feedback.
Rusty Russell: Blockstream employee 2015-2023. Core contributor 2011-2021. and others.
Russell O'Connor: Blockstream employee since 2016. Core contributor 2016-present. Originated the core concept of a short "trial" activation window, that became the controversial Speedy Trial to activate Taproot. He was also the creator/inventor of Simplicity, introducing the concept in 2017. He continues to be the main force behind its development, formal semantics, jets (optimized primitives), and integration with Taproot.
Blockstream, privately held, has raised $650-$730 million across multiple rounds. Peak valuation: $3.2 billion after 2021 Series B round. Blockstream views Simplicity as a key long-term technical bet on Bitcoin-native programmability.
They describe it as:
A major milestone in “Bitcoin-native programmable finance”.
The foundation for more expressive, formally verifiable smart contracts on Bitcoin Layer-2 (starting with Liquid)
A way to bring advanced features (vaults, covenants, tokenized assets, post-quantum cryptography).
Blockstream has invested years of research into it, beginning with O'Connor's introducing the concept in 2017. They actively promote it as enabling “the next wave of tokenized finance and adoption” on Bitcoin rails. Simplicity launched on Liquid Mainnet July 2025. In the announcement they said: "Liquid is just the beginning. With community feedback, real-world usage, and more tooling, docs, wallet support, and example contracts, our next major goal is to activate on a Bitcoin test network."
By Beautyon
"He’s publicly stated numerous times their desire to put Simplicity, their smart contract protocol, on Bitcoin mainnet. He calls it "the last softfork". It would require certain parts of Taproot that BIP110 would hinder. It would prevent them from putting non-bitcoin assets on the Bitcoin base layer. Simplicity is currently on their sidechain, Liquid."
This is super interesting, isn't it?
Liquid, the side chain that is adjacent to Bitcoin, where, if you want to get out of it requires the consent of the cabal of nodes who administer it, Their "Permission" if the amount you want to get back in to bitcoin is "too much at one time".
If Simplicity is already live on Liquid, then surely, if Liquid has any utility at all, this is what you need to be promoting, not putting Simplicity onto Bitcoin.
Promoting Simplicity on Liquid might turn around Liquid's fortunes, making it into Etherium 2.0 and increasing Liquid's user base.
At the moment, very few people are using Liquid. and it is not in widespread use.
It has been live since 2018 but remains very much a niche network.
The clearest metric is L-BTC in circulation: on the order of 3,000–4,000 BTC as of early 2026, versus roughly 130,000+ BTC wrapped on Ethereum and around 5,000 BTC in public Lightning Channel capacity.
Most Liquid activity comes from a small set of participants; Bitfinex, SideSwap, Boltz swaps, and tokenized-asset issuance (e.g., Blockstream's ASSETS platform, El Salvador-related bond experiments), rather than broad retail or merchant adoption.
The 15-member federation model has also kept some of the Bitcoin community at arm's length. It is a fundamental weakness in the model because trust is at the core of its architecture and design.
Wallet support reflects this profund failure to capture market share. Out of the hundreds of Bitcoin wallets in circulation, only about a dozen support Liquid:
Blockstream App (from Blockstream, which means they must support it)
Blockstream Jade (hardware)
AQUA (JAN3)
SideSwap
Marina (Vulpem, browser extension)
Bull Bitcoin Wallet (uses Liquid internally for swaps)
Ledger (limited, via Liquid app)
BTCPay Server (via plugin, merchant-side)
Specter/Elements-based desktop setups (for technical users)
So as a proportion of Bitcoin wallets, Liquid support is in the low single digits percentage wise, and several of those are Blockstream's own products or companies closely aligned with it.
The mainstream wallets, Electrum, BlueWallet, Muun, Phoenix, Sparrow, Trezor Suite, Exodus, Coinbase Wallet, Wallet of Satoshi, Phantom and the majority of others do not support it. The wallet runners have development teams who know exactly what they're doing, and they've rejected Liquid. Why is that?
Putting Simplicity on Liquid was not enough to midwife the creation of Etherium 2.0 and bring "Crypto" heads into the Liquid ecosystem, and so having failed there or being too impatient to work on growing Liquid, they want to go straight to Bitcoin, and have Simplicity running in two places.
The question is this; why are Blockstream in a privileged position to put their own scripting language into Bitcoin? If another company has another language, should that also be put into bitcoin? Is adding scripting languages to Bitcoin a privilege only for Blockstream, or can anyone do it.
I think the answer is, "I'm the only one" because Blockstream's spokesperson says, "This is the last soft fork", meaning that no future languages will ever be soft forked into Bitcoin.
Excuse me?
Who elected these people as the guardians and final arbiters of what does and does not go into bitcoin?
I think after BIP-110 there will be 0 chance of getting Simplicity into Bitcoin; after all, it is already fully live and available to anyone who wants it on Liquid, so they are free to experiment in that playpen, where they can harm no one.
And that is the way it should be. Running your own sidechain where people can opt in and experiment under the rules of the committee is exactly how things should be architected. Liquid causes no harm to bitcoin, and is completely ethical. What it does show however, is no one wants that stuff. It's not compelling at all, or attractive; trust is anathema to bitcoiners.
What makes anyone think Simplicity on bitcoin will be a hit? Hopefully that particular experiment is never run and we never have to find out at everyone's expense!
https://i.postimg.cc/rsw-HsDd4/blockstream-and-jan3-seed-rounds.jpg
#nevent1q…u55s
GM (zap me)
Funny, I get how the first one relates to the theme, not as much the second. Still on the camera hobby...that's cool. Looking forward to the ham radio shift upcoming though
God Of War TV series is recasting Kratos
https://www.theverge.com/entertainment/966995/god-of-war-amazon-prime-video-kratos-ryan-hurst-recast
I had a feeling you'd blame my position on knee jerk anti Trump position.
Once again I hate them all. Trump gets the hate today because he is the president today and committing the crimes today.
Statistical analysis I've seen makes it seem like both 2020 and 2024 presidential were stolen elections. The lack of interest in the 2024 anomalies looks sus AF as the kids would say. Unless of course the goal is Republicans win and not honest elections that reflect the will of the people, then it makes perfect sense.
3rd party polling confirms my theory that republican support in the population is literally dying and yet somehow the party isn't losing seats or power. How big can that spread get before the general public catches on? Fair elections aren't in their interest so I have sincere doubts that is what they want.