placing constraints upon them not only helps users and services build trust in them, but it also helps people more easily conceptualise what they do.
大多数人认为限制AI代理的能力会限制其创新和价值,但作者认为约束实际上能建立信任并帮助用户理解功能。这个观点挑战了'无限制创新'的主流科技叙事,暗示适当的约束可能带来更大的价值和采用。
placing constraints upon them not only helps users and services build trust in them, but it also helps people more easily conceptualise what they do.
大多数人认为限制AI代理的能力会限制其创新和价值,但作者认为约束实际上能建立信任并帮助用户理解功能。这个观点挑战了'无限制创新'的主流科技叙事,暗示适当的约束可能带来更大的价值和采用。
Our fourth metric, an index constructed from WeirdML V2 results, showed no sign of acceleration. A single global linear trend fit the data best.
25%的指标(WeirdML V2)没有显示加速趋势,这与其它三个指标形成鲜明对比。这个差异可能是因为WeirdML V2设置了资源限制环境(模型只有5次提交代码的机会,无法使用外部工具),这可能反映了现实世界应用中的约束条件,提示AI进步可能并非在所有领域都均匀加速。
Many AI labs (including OpenAI and Anthropic) largely depend on these hyperscalers for access to R&D and inference compute.
这一发现揭示了AI研究生态的依赖性悖论:领先的AI研究机构高度依赖它们可能最终需要竞争的科技巨头。这种依赖关系可能导致创新路径的趋同,并引发关于AI发展自主性和多样性的深刻担忧。
since reasoning models and agentic AI can rack up quite a bill
文章提醒了一个常被忽视的约束条件:AI的使用成本。在讨论AI替代人类时,人们往往默认AI是低成本方案,但推理模型和智能体的高昂算力成本意味着,仅凭能力覆盖并不等于经济上的可行替代,成本收益分析仍是决定性门槛。
what makes the LLM a disciplined wiki maintainer rather than a generic chatbot.
架构中的Schema层是约束LLM涌现行为的定海神针。没有结构化指令的LLM只是闲聊机器人,而Schema将其规训为严谨的“图书管理员”。这深刻揭示了在Agent架构中,显式规则约束比隐式能力依赖更为关键。
AI is no longer limited by ideas. It's limited by money, compute, and who can scale fastest.
大多数人认为AI发展的主要瓶颈是技术创新和算法突破。但作者认为当前AI发展的真正限制因素是资金、计算能力和规模化速度,而非创意或技术本身,这挑战了人们对AI发展驱动力的传统认知。
In order to select the most appropriate repository for a particular use case, all potential users benefit from being able to easily find and access information on the scope, target user community, policies, and capabilities of the data repository
Benefits and constraints transparently available
1:06:53 The true constraints are the resources that are available (and if those resources will co-create together for the good of the WHOLE).
How Books Fail Us (constraints the book format imposes)
thinking about constraints for books
3 minute constraint for music due to format in the 20th century<br /> consider rock operas like Queen or longer compositions like Beatles that cross-pollenate
The red curve in the right panel of Fig.3 shows a more realistic trajectory for theeconomy in the face of a steady physicalscale. In this example, non-physical activitiesare allowed to comprise 75% of the economybefore saturating. Although this upperlimit is arbitrary, its exact value does notchange the resulting saturation of the overalleconomy.
for - steady state economy - when we hit physical constraints - a major percentage of our economy needs to be non-physical
If you are okay with the user appending arbitrary query params without enforcing an allow-list, you can bypass the strong params requirement by using request.params directly:
My main purpose for using note-cards is to form lines of poetry into actual poems. Currently it's specifically erotic poetry that I'm writing, so it seems like there is a limited number of categories that I keep coming back to in regards to content: beauty, fashion, movement, relationship, etc, which I've put on the top of my index cards. This is based off of Ryan Holiday and Robert Greene's index card systems. I've also added subcategories: for example, beauty and myth, beauty and plant associations, etc. Going deeper, I might write B-P-F in the corner for Beauty-Plant-Flower, and then have BPF-1, 2, etc. If I organize these alphabetically with tabs, it seems like it would be easy to find the subject I'm looking for at a glance. One problem might be if I want to start making additional notes about which cards stand out for their structure: rhyme, alliteration, etc. Have various ideas for this.My questions are: what is the benefit of having an alphanumeric indexing system where you label subjects with 1, 2, 3, and then going deeper with 1a, 1a1, etc. when it seems like it would be harder to remember that science is #1 and philosophy is #2 vs. just putting science under S and philosophy under P? Is the Zettelkasten (alphanumeric) method better for creating a wide-ranging general knowledge database in a way I'm not realizing? Would there be any benefit for my narrower writing purpose? Any responses are appreciated.
reply to u/DunesNSwoon at https://www.reddit.com/r/Zettelkasten/comments/16ad43u/zettelkasten_alphanumeric_method_vs_alphabetical/
Allow me an iconoclastic view for this subreddit: Given what you've got and your creative use case, I'll recommend you do not do any numbering or ordering at all!
Instead follow the path of philosopher Raymond Llull and create what is sometimes referred to as a Llullian memory wheel. Search for one of his diagrams from the 11th century. Then sift through your cards for interesting ones and place one of your cards at each of the many letters, numbers, words, images, or "things" on the wheels, which were designed to move around a central axis much like a child's cryptographic decoder wheel based on the Caesar cipher. Then move things about combinatorically until you find interesting patterns, rhymes, rhythms, etc. to compose the poetry you're after.
Juxtaposing ideas in random (but structured) ways may help accelerate and amplify your creativity in ways you might not expect.
They meant them to be used on a slower timescale, but Brian Eno and Peter Schmidt's Oblique Strategies are not too dissimilar in their effect. You might find them useful when you're creatively "stuck". As a poet you might also create a mini deck of cards with forms on them (sonnet, rhymed couplets, villanelle, limerick, etc.) to draw from at random and attempt to compose something to fit it. Odd constraints can often be helpful creative tools.
https://jamesclear.com/ivy-lee
Ivy Lee method: Write down a list of six items to do. Prioritize them and do them sequentially in order until complete. Rinse and repeat.
<script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>I do my thinking with pen on paper. Digital tools, even (or especially?) the note-taking ones, are just not for me. <br><br>They may be easy to access or carry around, but what’s the point if they constrain the output?
— Julia Pappas (@JuliaPappasJoy) March 30, 2023
A common issue of many digital note taking apps is that while they may have ease for cutting and pasting data into them, moving data around, visualizing it in various forms, and exporting it into a final product may be much more difficult. At the opposite end of the spectrum, physical index cards are much easier to sort, resort, and place into an outline form to create output.
He didn’t just put his notes anywhere, but rather, in a place that made sense at the time, near something related, even if this was not the only or even best place for the note to go in the long term. Again, this difficulty of there being no one, best place for a particular note was addressed through the use of cross-links between notes, making it so that any given note could "exist" in more than one spot.
Folgezettel are per the linked https://web.archive.org/web/20220125173712/https://omxi.se/2015-06-21-living-with-a-zettelkasten.html posting also a way to create some sort of initial overview in a physical system. In digital systems network maps serve a similar purpose as initial overview to be able to start with something. The outline Lawson mentions as origin is a thing in itself to me, esp as the connections / place in a system of a note can be reconsidered over time. Physical placement is by def a compromise, the question if it is a constraint that has a creative effect?
As he told Keyboard, in 1981, “Any constraint is part of the skeleton that you build the composition on—including your own incompetence.”
name but a few.
Detector instances need to have different names, what currently prevents this additional constraint set
(optional)
example of constraint conflict should be recommended for TEM but optional for SEM
EBEAM_COLUMN
example of a constraint conflict like also the case for IBEAM_COLUMN
Has to be all capital to a allow for having more than one column but then there how to then make a prefix mandatory? ebeam_column_ID where <ID> can then be replaced by 0, 1 etc.
least one person
example of redundant cardinality constraint via docstring
needs
example of a cross-group constraint
Some people eventually realize that the code quality is important, but they lack of the time to do it. This is the typical situation when you work under pressure or time constrains. It is hard to explain to you boss that you need another week to prepare your code when it is “already working”. So you ship the code anyway because you can not afford to spent one week more.
We knew we wouldn't get anywhere with those ten hours of programming unless we used them very deliberately. Our intense focus on "hammering" the scope to fit within a given time budget was born under these constraints.
Data integrity is a good thing. Constraining the values allowed by your application at the database-level, rather than at the application-level, is a more robust way of ensuring your data stays sane.
It's vanilla JS, doesn't bind you to specifc syntax and that's the main reason why I like svelte that it doesn't try to sandbox you into framework constraints.
oh by the way did i tell you it's hard like probably it's it's also really hard but i really don't want to stop here on a on a low note
This is a great video on the reality of open source software. Open source hardware also faces similar funding issues.
As long as open source is fundamentally dependent on the private sector, it will exist within at best a parasitic relationship. To truly develop an autonomous open source model requires a structural change in funding that allows it to stand alone and apart from corporate sponsorship.
This is a classic chicken-and-egg situation. We want people to sponsor us, but many of those people also work for the private sector. Governments and NGOs may sponsor us, but they also depend on private sector for tax and donation revenues.
This requires a much deeper discussion that unpacks the fundamental assumptions that underpin our economic, social and political systems. The structural challenges of funding open source exposes the constraints of our current system.
Unless we examine the fundamental assumptions by which our current civilization operates, we cannot make the structural changes that would enable open source to reach its full potential, which is maximum access to shared intellectual and material resources for the benefit of all.
If you want to run a full fletched linux OS on the ipad an option is to jailbreak the ipad and try to install linux. This is hard because Apple does not want you to and a failed installation might render the ipad useless. Also you will not be able to run any iOS apps anymore obviously.
new tag?: jailbreaking a device
# authenticated :user, lambda {|u| u.role == "admin"} do # root to: "admin/dashboard#show", as: :user_root # end
Your Rails app Gemfile may have a line requiring sass-rails 5.0: gem 'sass-rails', '~> 5.0' # or gem 'sass-rails', '~> 5' These will prevent upgrade to sprockets 4, if you'd like to upgrade to sprockets 4 change to: gem 'sass-rails', '>= 5'
utilizing the fact that the same origin policy is not enforced within server-to-server communication
JSONP is a relic of the past and shouldn’t be used due to numerous limitations (e.g., being able to send GET requests only) and many security concerns (e.g., the server can respond with whatever JavaScript code it wants — not necessarily the one we expect — which then has access to everything in the context of the window, including localStorage and cookies).
Adding layer of settings and complexity for the end user might also bring bad practices to keep a comfortable use of app’s by installing snap without confinement…
You can either use require to bypass typescript special import.
at least in the meantime allow users to bypass the security protections in situations where they are confident of the source of the layers
When I'm prototyping components I like to manage the data where it appears, and not send it back and forth if there is no reason for it. I also don't like to be forced by a language to do things a certain way.
Svelte forces you do to do all kinds of things in a very specific way (as does every other framework/library), those constraints generally make for a better experience.
JavaScript is, of course, a dynamic language that allows you to add and remove objects and their members at any point in time. For many, this is precisely why they enjoy the language: there are very few constraints imposed by the language.
Ideally: Only let a parent control those specific CSS properties, and never let a child use them on the root element.
margin, flex, position, left, right, top, bottom, width, height, align-self, justify-self among other is CSS properties that should never be modified by the child itself. The parent should always have control of those properties, which is the whole reason I'm asking for this.
By adding constraints, we have managed to create a simple API and a performant output.
Instead, my purpose is to illustrate why an alternative approach — based on Single File Components with real CSS — is so damn delightful.
Designing with constraints. Using inline styles, every value is a magic number. With utilities, you're choosing styles from a predefined design system, which makes it much easier to build visually consistent UIs.
Moshontz, Hannah, Grace Elizabeth Binion, Benjamin T. Brown, and Haley Walton. ‘A Guide to Self-Archiving Preprints’. Preprint. PsyArXiv, 21 August 2020. https://doi.org/10.31234/osf.io/dp4x9.
Pichler, Anton, Marco Pangallo, R. Maria del Rio-Chanona, François Lafond, and J. Doyne Farmer. “Production Networks and Epidemic Spreading: How to Restart the UK Economy?” ArXiv:2005.10585 [Physics, q-Fin], May 21, 2020. http://arxiv.org/abs/2005.10585.
This task disables two-factor authentication (2FA) for all users that have it enabled. This can be useful if GitLab’s config/secrets.yml file has been lost and users are unable to log in, for example.
While there are security benefits to disallowing unsigned extensions by default, it is not clear why there is no option to turn off this behavior, perhaps by making it configurable only with administrator rights.
It would be best to offer an official way to allow installing local, unsigned extensions, and make the option configurable only by root, while also showing appropiate warnings about the potential risks of installing unsigned extensions.
I know, you don't trust Mozilla but do you also not trust the developer? I absolutely do! That is the whole point of this discussion. Mozilla doesn't trust S3.Translator or jeremiahlee but I do. They blocked page-translator for pedantic reasons. Which is why I want the option to override their decision to specifically install few extensions that I'm okay with.
As I see it, we've got 3 solutions in front of us currently to have in-line translation:
They don't have to host the extension on their website, but it's absolutely and utterly unacceptable for them to interfere with me choosing to come to github and install it.
I appreciate the vigilance, but it would be even better to actually publish a technical reasoning for why do you folks believe Firefox is above the device owner, and the root user, and why there should be no possibility through any means and configuration protections to enable users to run their own code in the release version of Firefox.
It should be possible to implement the functionality of page-translator via a more popular extension that is designed to inject arbitrary data into websites, including remote code, e.g. https://addons.mozilla.org/en-US/firefox/addon/greasemonkey/ .
I appreciate the vigilance, but it would be even better to actually publish a technical reasoning for why do you folks believe Firefox is above the device owner, and the root user, and why there should be no possibility through any means and configuration protections to enable users to run their own code in the release version of Firefox.
We must consider introducing sensible default options in Firefox, while also educating users and allowing them to override certain features, instead of placing marginal security benefits above user liberties and free choice.
To load one temporarily go to about:debugging, "This Firefox" and click "Load temporary add-on from file". More permanently: many (most?) Linux distributions allow unsigned extensions to be placed in /usr/lib/firefox/browser/extensions/ and they will automatically be loaded, provided they have valid names (e.g. dodgy@unsignedextension.com.xpi).
to give direct aid to an individual in comprehending complex situations, isolating the significant factors, and solving problems
This is where most modern technology deviates from the Engelbartian norm. Instead of broadening our horizons today's platforms often seek to constrain them because it is through constraint that control and profit can be had. Many platforms from Facebook to Learning Management Systems are more interested in locking you into their ecosystems than drinking in the wider panoply of human creativity and knowledge. The more I think about this, the more see evidence of it everywhere in our world today. In education alone, the aforementioned LMSes are being complemented by even more restrictive (and exploitative) textbook publisher "online supplements." I'm hoping both of these are the endgames of obsolete modes of thought but they have sustained themselves long after we wrote them off. I remember Bryan Alexander bemoaning this facet of the LMS as far back as 2006. That was 13 years ago - a geologic era in technology terms - and yet they are still with us.
, constraint
Constraints
Perpetual progress is a strong statement of the transhumanist commitment to seek “more intelligence, wisdom, and effectiveness, an open-ended lifespan, and the removal of political, cultural, biological, and psychological limits to continuing development. Perpetually overcoming constraints on our progress and possibilities as individuals, as organizations, and as a species. Growing in healthy directions without bound.”
What stands out to me here is the efforts to which they went in defining the "constraints" on their pursuit of perpetual progress; specifically, they describe these constraints as "...political, cultural, biological, and psychological limits....". While I had earlier viewed religion as transhumanism's biggest constraint, this description makes me pause - the 'constraints' currently being referred to, such as our divisive political system, deeply embedded cultural practices, psychological issues stemming from society, and our ever-fragile health all now seem to be worthy nemeses to the transhumanist commitment.
The analysis found that those organizations using separate standards showed greater integration performance compared with organizations that did not use combined standards.
Companies that try to make the same standards across their organization, will cause their people to get bogged down in trying to to make the standards fit their job function. This causes to many constraints and will lower project performance.
practice
So openness is sort of like being open to new ways of thinking/being within constraints which, in the process, are also reshaped. I enjoy how postmodern and posthuman thinking plays with dichotomies (openness/constraints) and shows how they work together in interesting ways.
Flexibility
Some connection with SAMR, unbundling, “open learning”… With diverse learners whose constraints may affect institutions, there’s a fair bit of talk about new(ish) tech-infused approaches to distance education. As with many other things, not much of it is new. But there might be some enabling phenomena. Not sure how gamification fits, here. Sure, open play could allow for a lot of flexibility. But gamification is pretty much the reverse: game mechanics without the open-ended playfulness.