each prompt the user sends sets off a chain of around 10 actions taken by Claude on average
这个数据点表明每个用户提示平均触发约10个Claude行动，这显示了AI代理的自主性和效率。这一比例表明用户只需提供高层次指导，AI就能执行大量具体任务。然而，文章提到尾部数据(约2%的会话平均超过100个行动/提示)，这表明使用模式存在显著差异。10:1的行动-提示比是理解AI代理工作效率的关键指标，但文章未说明这些行动的类型和质量差异。
GitHub Actions has grown from 500M minutes/week in 2023 to 1B minutes/week in 2025, and now 2.1B minutes so far this week
令人惊讶的是：GitHub Actions的使用量在三年内增长了四倍多，从每周5亿分钟到本周已达到21亿分钟，这种自动化工具的采用速度令人震惊。
intermediate actions that appear locally acceptable but collectively lead to unauthorized actions
大多数人认为AI系统的安全问题主要来自明显的有害指令，但作者揭示了一个反直觉的现象：局部看似无害的中间步骤可能组合起来导致未授权行为。这挑战了传统安全评估中只关注直接有害行为的做法，强调了评估代理行为序列的重要性。
intermediate actions that appear locally acceptable but collectively lead to unauthorized actions
大多数人认为AI代理的安全风险主要来自直接执行有害指令，但作者发现真正的威胁来自那些在局部看来完全合理但整体上导致未授权行为的中间步骤。这种局部合理但整体有害的行为模式是当前安全评估中被忽视的关键风险。
for - from - post - LinkedIn - Guido Palazzo - on Elon Musk and Accelerationism - https://hyp.is/laDhyOXtEe-BbR-zV7xadQ/www.linkedin.com/posts/guidopalazzo-_civilizations-did-rise-when-they-built-up-activity-7292962891819855874-fq2T/
summary - This is a good article that explains the rational behind a number of Silicon Valley actors such as Peter Thiel, Elon Musk, Sam Altman and others who subscribe to a toxic and dystopian mix of: - Longterminism - Libertarianism - Accelerationism - In order to understand the actions of the tech bros, it is key to understand their modus operandi
the greater danger 00:09:34 is that the opinion sets up a kind of permission structure for Trump to do other lesser things
for - authoritarian regime playbook - take gradual steps to degrade democracy - Trump given permission to perform anti-democratic actions that don't raise red flags
the most impactful individual climate actions based on who YOU are
for - climate crisis - individual actions - Project Drawdown
The best way to judge a community is to actually judge them.
Next Actions and checklists
Bee-and-Flower Logic
for - Bee and Flower Logic - subconscious unity? - uniting without consciously uniting - agreement through actions, not words
Inspect the proposed changes in the pull request and ensure that you are comfortable running your workflows on the pull request branch. You should be especially alert to any proposed changes in the .github/workflows/ directory that affect workflow files.
I hope anyway, it is a hope – that there will be some sort of partnership between bottom-up and top-down that will provide guidance to leaders to put the right things in place.
date: Sept., 2023
comment
about 43 percent of our daily actions are habitual
I think that’s the biggest thing that I take from this: any text should at least hint at the rich tapestry of things it is resulting from, if not directly discuss it or link to it. A tapestry not just made from other texts, but other actions taken (things created, data collected, tools made or adapted), and people (whose thoughts you build on, whose behaviour you observe and adopt, who you interact with outside of the given text). Whether it’s been GPT-3 generated or not, that holds.
Useful and likely human written texts show the richness of the context it results from, by showing and linking. Not just to/with 1) other texts, but also 2) other actions (things created, data gathering, experiments, tools adapted) and 3) people (that provided input, you look at, interact with outside the text). Even if such things were generated following up those leads should show its inauthenticity.
be aware of sources of frustration and will take corrective actions.
"Many North American music education programs exclude in vast numbers students who do not embody Euroamerican ideals. One way to begin making music education programs more socially just is to make them more inclusive. For that to happen, we need to develop programs that actively take the standpoint of the least advantaged, and work toward a common good that seeks to undermine hierarchies of advantage and disadvantage. And that, inturn, requires the ability to discuss race directly and meaningfully. Such discussions afford valuable opportunities to confront and evaluate the practical consequences of our actions as music educators. It is only through such conversations, Connell argues, that we come to understand “the real relationships and processes that generate advantage and disadvantage”(p. 125). Unfortunately, these are also conversations many white educators find uncomfortable and prefer to avoid."
GitHub Actions is GitHub’s platform for automation workflows. A workflow is a sequence of jobs that can run either in series or in parallel. A job usually contains more than one step, where each step is a self-contained function. To learn more about GitHub Actions, go through the tutorial on Continuous Integration for Android.
Brief description on what GitHub Actions is.
aspirations and actions
Sooo, which do you think will inform the content when their actions (a.k.a. HISTORY) run afoul of their aspirations (a.k.a. ideology/philosophy)
For use$ since svelte is never going to support actions for components, i designed something that reminds React hooks that will in some ways replace this feature.
Isn't that what use$ is trying to do already? How is that "something that reminds React hooks" any different? Will be interested to see...
The role “accountable” is allowed to change the state from “Plan” to “Execute”. The role”responsible” is allowed to change the state from “Execute” to “Finish”
Could use this ideas as permission flags on allowed actions (per role).....
Druckman, James, Samara Klar, Yanna Krupnikov, Matthew Levendusky, and John B. Ryan. ‘The Political Impact of Affective Polarization: How Partisan Animus Shapes COVID-19 Attitudes’. Preprint. PsyArXiv, 19 August 2020. https://doi.org/10.31234/osf.io/ztgpn.
Position your modem off and well above the floor.
suggested actions
Move your modem to a central point in your home.
suggested actions
“I really assumed that because there was a death threat, that it would be taken seriously.” — Amy Simpson, mother
I would assumed that everyone who reads this will feel some sort of way regarding threats and how serious it is. Amy Simpson, a mother of the bullied victim, had also ASSUMED threats to her child would be taken seriously. To read on that it wasn't makes me feel the indignation for Amy. As a mother myself, I would also assumed that serious actions would be taken upon the offender who physically, emotionally, and mentally abused my child. In most cases, parents of victims feel their cases is unresolved and still fear for their child safety. Why in this case was it not taken seriously when all lines are crossed topping it with the threats? Why?
Shneiderman's eight golden rules Here is a better presentation than the one I already posted. This is just black and white text and lists the eight rules together with a description of one or two sentences. Printable. Useful. Rating 5/5
But there is no such substratum, there is no "being" behind doing, working, becoming; "the doer" is a mere appanage to the action. The action is everything. In point of fact, the people duplicate the doing, when they make the lightning lighten, that is a "doing-doing"; they make the same phenomenon first a cause, and then, secondly, the effect of that cause.
Sentence reused by Butler in Gender Trouble:
The challenge for rethinking gender categories outside of the metaphysics of substance will have to consider […] that « there is no ‘being’ behind doing, effecting, becoming; the ‘doer’ is merely a fiction added to the deed – the deed is everything. » […] There is no gender identity behind the expressions of gender; that identity is perfomatively constituted by the very expressions that are said to be its results. » (Gender Trouble Routledge, 1990 p. 25)
Thus every action must be due to one or other of seven causes: chance, nature, compulsion, habit, reasoning, anger, or appetite
Very interesting. Some of them seem like sources of stress. Overeating, road rage, bad habits...