Why AI Isn't Ready to Be a Real Coder (spectrum.ieee.org)
78 points by WolfOliver 3h ago 87 comments
Claude Sonnet will ship in Xcode (developer.apple.com)
464 points by zora_goron 18h ago 363 comments
The web does not need gatekeepers: Cloudflare’s new “signed agents” pitch
187 positiveblue 158 8/29/2025, 4:35:24 PM positiveblue.substack.com ↗
But the reality is how can someone small protect their blog or content from AI training bots? E.g.: They just blindly trust someone is sending Agent vs Training bots and super duper respecting robots.txt? Get real...
Or, fine what if they do respect robots.txt, but they buy the data that may or may not have been shielded through liability layers via "licensed data"?
Unless you're reddit, X, Google, or Meta with scary unlimited budget legal teams, you have no power.
Great video: https://www.youtube.com/shorts/M0QyOp7zqcY
They don't use cloudlfare AFAIK.
They normally use a puzzle that the website generates, or the use a proof of work based capcha. I've found proof of work good enough out of these two, and it also means that the site owner can run it themselves instead of being reliant on cloudflare and third parties.
Corporations develop hostile AI agents,
Capable hackers develop anti-AI-agents.
This defeatist atittude "we have no power".
In general Cloudflare has been pushing DRMization of the web for quite some time, and while I understand why they want to do it, I wish they didn't always show off as taking the moral high ground.
If anything we’ve seen the rise in complaints about it just annoying average users.
Having said that, the solution is effective enough, having a lightweight proxy component that issues proof of work tokens to such bogus requests works well enough, as various users on HN seem to point out.
And if you don’t want to self host, at least try to use services from organisations that aren’t hostile to the open web
This seems like slogan-based planning with no actual thought put into it.
[1]: https://codeberg.org/robots.txt#:~:text=Disallow:%20/.git/,....
What legal teeth I would advocate would be targeted to crawlers (a subset of bot) and not include your usage. It would mandate that Big Corp crawlers (for search indexing, AI data harvesting, etc.) be registered and identify themselves in their requests. This would allow serverside tools to efficiently reject them. Failure to comply would result in fines large enough to change behavior.
Now that I write that out, if such a thing were to come to pass, and it was well received, I do worry that congress would foam at the mouth to expand it to bots more generally, Microsoft-Uncertified-Devices, etc.
If it's too loose and similar to "wanted traffic is how the authors intend the website to be accessed, unwanted traffic is anything else", that's an argument that can be used against adblocks, or in favor of very specific devices like you mention. Might even give slightly more teeth to currently-unenforceable TOS.
If it's too strict, it's probably easier to find loopholes and technicalities that just lets them say "technically it doesn't match the definition of unwanted traffic".
Even if it's something balanced, I bet bigcorp lawyers will find a way to twist the definitions in their favor and set a precedent that's convenient for them.
I know this is a mini-rant rather than a helpful comment that tries to come up with a solution, it's just that I'm pessimistic because it seems the internet becomes a bit worse day by day no matter what we try to do :c
you think codeberg would sue you?
But it's the same thing with random software from a random nobody that has no license, or has a license that's not open-source: If I use those libraries or programs, do I think they would sue me? Probably not.
Well, I'm glad you speak for the entire Internet.
Pack it in folks, we've solved the problem. Tomorrow, I'll give us the solution to wealth inequality (just stop fighting efforts to redistribute wealth and political power away from billionaires hoarding it), and next week, we'll finally get to resolve the old question of software patents.
It's getting really, really ugly out there.
- Legal threats are never really effective
Effective solutions are:
- Technical
- Monetary
I like the idea of web as a blockchain of content. If you want to pull some data, you have to pay for it with some kind of token. You either buy that token to consume information if you're of the leecher type, or get some by doing contributions that gain back tokens.
It's more or less the same concept as torrents back in the day.
This should be applied to emails too. The regular person send what, 20 emails per day max ? Say it costs $0.01 per mail, anyone could pay that. But if you want to spam 1,000,000 everyday that becomes prohibitive.
This seems flawed.
Poor people living in 3rd world countries that make like $2.00/day wouldn't be able to afford this.
>But if you want to spam 1,000,000 everyday that becomes prohibitive.
Companies and people with $ can easily pay this with no issues. If it costs $10,000 to send 1M emails that inbox but you profit $50k, its a non issue.
I would love that, and make it automated.
A single message from your IP to your router: block this traffic. That router sends it upstream, and it also blocks it. Repeat ad nauseum until source changes ASN or (if the originator is on the same ASN) reaches the router from the originator, routing table space notwithstanding. Maybe it expires after some auto-expiry -- a day or month or however long your IP lease exists. Plus, of course, a way to query what blocks I've requested and a way to unblock.
No comments yet
It's not the publishers who need to do the hard work, it's the multi-billion dollar investments into training these systems that need to do the hard work.
We are moving to a position whereby if you or I want to download something without compensating the publisher, that's jail time, but if it's Zuck, Bezos or Musk, they get a free pass.
That's the system that needs to change.
I should not have to defend my blog from these businesses. They should be figuring out how to pay me for the value my content adds to their business model. And if they don't want to do that, then they shouldn't get to operate that model, in the same way I don't get to build a whole set of technologies on papers published by Springer Nature without paying them.
This power imbalance is going to be temporary. These trillion-dollar market cap companies think if they just speed run it, they'll become too big, too essential, the law will bend to their fiefdom. But in the long term, it won't - history tells us that concentration of power into monarchies descends over time, and the results aren't pretty. I'm not sure I'll see the guillotine scaffolds going up in Silicon Valley or Seattle in my lifetime, but they'll go up one day unless these companies get a clue from history as to what they need to do.
No comments yet
A paywall.
In reality, what some want is to get all the benefits of having their content on the open internet while still controlling who gets to access it. That is the root cause here.
We need micropayments going forward, Lightning (Bitcoin backend) could be the solution.
What about licenses like CC-BY-NC (Creative Commons - Non Commercial)?
Which is not everyone.
> protect their blog or content from AI training bots
It strikes me that one needs to chose one of these as their visionary future.
Specifically: a free and open web is one where read access is unfettered to humans and AI training bots alike.
So much of the friction and malfunction of the web stems from efforts to exert control over the flow (and reuse) of information. But this is in conflict with the strengths of a free and open web, chief of which is the stone cold reality that bytes can trivially be copied and distributed permissionlessly for all time.
The AI crawlers are going to get smarter at crawling, and they'll have crawled and cached everything anyway; they'll just be reading your new stuff. They should literally just buy the Internet Archive jointly, and only read everything once a week or so. But people (to protect their precious ideas) will then just try to figure out how to block the IA.
One thing I wish people would stop doing is conflating their precious ideas and their bandwidth. The bandwidth is one very serious issue, because it's a denial of service attack. But it can be easily solved. Your precious ideas? Those have to be protected by a court. And I don't actually care iff the copyright violation can go both ways; wealthy people seem to be free to steal from the poor at will, even rewarded, "normal" (upper-middle class) people can't even afford to challenge obviously fraudulent copyright claims, and the penalties are comically absurd and the direct result of corruption.
Maybe having pay-to-play justice systems that punish the accused before conviction with no compensation was a bad idea? Even if it helped you to feel safe from black people? Maybe copyright is dumb now that there aren't any printers anymore, just rent-seekers hiding bitfields?
I'm routinely denied access to websites now.
enable javascript and unblock cookies to continue
Basic tools like Anubis and fail2ban are very effective at keeping most of this evil at bay.
If this is your primary argument against being scraped (viz that your robots.txt said not to) then you’re naive and you’re doing it wrong.
If the internet is open, then data on it is going to be scraped lol. You can’t have it both ways.
If others respected robots.txt, we would not need solutions like what Cloudflare is presenting here. Since abuse is rampant, people are looking for mitigations and this CF offering is an interesting one to consider.
First off, there's no harm from well-behaved bots. Badly behaved bots that cause problems for the server are easily detected (by the problems they cause), classified, and blocked or heavily throttled.
Of course, if you mean "protect" in the sense of "keep AI companies from getting a copy" (which you may have, given that you mentioned training) - you simply can't, unless you consider "don't put it on the web" a solution.
It's impossible to make something "public, but not like that". Either you publish or you don't.
If anything, it's a legal issue (copyright/fair use), not a technical one. Technical solutions won't work.
I'm not sure why people are so confused by this. The Mastodon/AP userbase put their public content on a publicly federated protocol then lost their shit and sent me death threats when I spidered and indexed it for network-wide search.
There are upsides and downsides to publishing things you create. One of the downsides is that it will be public and accessible to everyone.
To be fair, an accurate measurement would need to consider how many of those CPU cycles would be spent by the human user who is driving the bot. From that perspective, maybe the scrapers can “make up for it” by crawling efficiently, i.e. avoid loading tracker scripts, images, etc unless necessary to solve the query. This way they’ll still burn CPU cycles but at least it’ll be less cycles than a human user with a headful browser instance.
On one hand these companies announce themselves as sophisticated, futuristic and highly-valued, on the other hand we see rampant incompetence, to the point that webmasters everywhere are debating the best course of action.
Gee, if only we had, like, one central archive of the internet. We could even call it the internet archive.
Then, all these AI companies could interface directly with that single entity on terms that are agreeable.
That distinction requires you to take companies which benefit from amassing as much training data as possible at their word when they pinky swear that a particular request is totally not for training, promise.
Centralization bad yada yada. But if Cloudflare can get most major AI players to participate, then convince the major CDN's to also participate.... ipso facto columbo oreo....standard.
You can see it in the web vs mobile apps.
Many people may not see a problem on wallet gardens but reality is that we have much less innovation in mobile than in web because anyone can spawn a web server vs publish an app in the App Store (apple)
At some point soon, if not now, assume everything is generated by AI unless proven otherwise using a decentralized ID.
Likewise, on the server side, assume it’s a bot unless proven otherwise using a decentralized ID.
We can still have anonymity using decentralized IDs. An identity can be an anonymous identity, it’s not all (verified by some central official party) or nothing.
It comes down to different levels of trust.
Decoupling identity and trust is the next step.
Why law enforcement doesn't do their job, resulting in people not bothering to report things anymore, is imo the real issue here. Commercial services to replace a failing arm of the government is pretty ugly as a workaround
https://www.w3.org/TR/did-1.1/
An allowlist run by one company that site owners chose to engage with. But the irony of taking an ideological stance about fairness while using AI generated comics for blog posts…
Exactly, no problem with that, just hinting that's not a protocol.
> But the irony of taking an ideological stance about fairness while using AI generated comics for blog posts
Wait, what?
I was referring to the following image:
https://substackcdn.com/image/fetch/$s_!zRK-!,w_1250,h_703,c...
>But the irony of taking an ideological stance about fairness while using AI generated comics for blog posts…
"But you participate in society!"
>We need protocols, not gatekeepers.
But until we have working protocols, many webmasters literally do need a gatekeeper if they want to realistically keep their site safe and online.
I wish this weren't the case, but I believe the "protocol" era of the web was basically ended when proprietary web 2.0 platforms emerged that explicitly locked users in with non-open protocols. Facebook doesn't want you to use Messenger in an open client next to AIM, MSN, and IRC. And the bad guys won.
But like I said, I hope I'm wrong.
Privacy cannot exist in an environment where the host gets to decide who access the web page. I'm okay with rate limiting or otherwise blocking activity that creates too much of a load, but trying to prevent automated access is impossible withou preventing access from real people.
However, I do believe the host can do whatever they want with my request also.
This issue becomes more complex when you start talking about government sites, since ideally they have a much stronger mandate to serve everyone fairly.
If you want the best of both worlds, i.e. just post freely but make money from ads, or inserting hidden pixels to update some profile about me, well good luck. I'll choose whether I want to look at ads, or load tracking pixels, and my answer is no.
> my answer is no.
Rights for me, but not for thee?
Does this only apply to "information" or should we treat all open source code as public domain?
Free Software is the only place where this is a real abridgement of rights and intention, and it's over. They've already been trained on all of it, and no judge will tell them to stop, and no congressman will tell them to stop.
(What are some good alternatives to Cloudflare?)
Another way the situation is similar: email delivery is often unreliable and hard to implement due to spam filters. A similar thing seems to be happening to the web.
Not to mention the big cloud providers are unhinged with their egress pricing.
Cloudflare seems very vocal about its desire to become yet another digital gatekeeper as of late, and so is Google. I want both reduced to rubble if they persist in it.
One of the hard parts in this space is what level of transparency should you have. We're advancing the thesis that behavioral biometrics offers robust continuous authentication that helps with bot/human and good/bad, but people are obviously skeptical to trust black-box models for accuracy and/or privacy reasons.
We've defaulted to a lot of transparency in terms of publishing research online (and hopefully in scientific journals), but we've seen the downside: competitors fake claims about their own best in-house behavioral tools that is behind their company walls in addition to investors constantly worried about an arms race.
As someone genuinely interested (and incentivized!) to build a great solution in this space, what are good protocols/examples to follow?
and isn't this why people sign up with Cloudflare in the first place? for bot protection? to me, this is just the same, but with agents.
i love the idea of an open internet, but this requires all party to be honest. a company like Perplexity that fakes their user-agent to get around blocks disrespects that idea.
my attitude towards agents is positive. if a user used an LLM to access my websites and web apps, i'm all for it. but the LLM providers must disclose who they are - that they are OpenAI, Google, Meta, or the snake oil company Perplexity
https://webaim.org/blog/user-agent-string-history/
TLDR the UA string has always been "faked", even in the scenarios you might think are most legitimate.
Good thing they are not the only place to post!
bots vs humans:
humans are trying to buy tickets that were sold out to a bot
data scrapping:
you index my data (real estate listing) to not to route traffic to my site as people search for my product, as a search engine will do, rather to become my competitor.
spam (and scam): digital pollution, or even worse, trying to input credit card, gift cards, passwords, etc.
(obviously there are more, most which will fall into those categories, but those are the main ones)
now, in the human assisted AI, the first issue is no longer an issue, since it is obvious that each of us, the internet users, will soon have an agent built into our browser. so we will all have the speedy automated select, click and checkout at our disposal.
Prior to LLM era, there were search engines and academic research on the right side of the internet bots, and scrappers and north to that, on the wrong side of the map. but now we have legitimate human users extending their interaction with an LLM agent, and on top of it, we have new AI companies, larger and smaller which thrive for data in order to train their models.
Cloudflare simply trying to make sense of this, whilst maintaining their bot protection relevant.
I do not appreciate the post content whatsoever, since it lacks or consistency and maturity (a true understanding of how the internet works, rather than a naive one).
when you talk about "the internet", what exactly are you referring to? a blog? a bank account management app? a retail website? social media?
those are all part of the internet and each is a complete different type of operation.
EDIT:
I've written a few words about this back in January [1] and in fact suggested something similar:
https://blog.tarab.ai/p/bot-management-reimagined-in-theI do fear the actions of the current bot landscape is going to lead to almost everything going behind auth walls though, and perhaps even paid auth walls.
The real question is whether there is more business opportunity in supporting "unsigned" agents than signed ones. My hope is that the industry rejects this because there's more money to be made in catering to agents than blocking them. This move is mostly to create a moat for legacy business.
Also, if agents do become the de-facto way of browsing the internet, I'm not a fan of more ways of being tracked for ads and more ways for censorship groups to have leverage.
But the author is making a strawman argument over a "steelman" argument against signed agents. The strongest argument I can see is not that we don't need gatekeepers, but that regulation is anti-business.
https://anchorbrowser.io/blog/page-load-reliability-on-the-t...
Here's to working together to develop a new protocol that works for agents and website owners alike.
Basically MS tried to kill the web with their Win95 release, the infamous Internet Explorer and their shitty IIS/Frontpage tandem.
I deeply hate them since that day.
Also, cheaply rate limiting malicious web clients should be something that is trivial to accomplish with competent web tooling (i.e., on your own servers). If this seems out of scope or infeasible, you might be using the wrong tools for the job.
Their pricing page says:
No-nonsense Free Tier
As part of the AWS free Usage Tier you can get started with Amazon CloudFront for free.
Included in Always Free Tier
1 TB of data transfer out to the internet per month 10,000,000 HTTP or HTTPS Requests per month 2,000,000 CloudFront Function invocations per month 2,000,000 CloudFront KeyValueStore reads per month 10 Distribution Tenants Free SSL certificates No limitations, all features available
I don't care about any of those fancy serverless services. I am just talking about the cheapest CDN.
> 1 TB of data
Someone can rent a 1Gbps server for cheap (under $50 on OVH) and pull 330TB in a month from your site. That's about $30k of egress on AWS if you don't do anything to stop it.
It's hard to assess the validity of this versus Cloudflare having a really good marketing department.
I've used neither, so I can't say, but I've also never seen anyone truly explain why/why-not.
That would be fine, you could walk away and go home, but if you're going to drive on their digital highways, you're going to need "insurance" just protect you from everyone else.
Ongoing multi-nation WWIII-scale hacking and infiltration campaigns of infrastructure, AI bot crawling, search company and startup crawling, security researchers crawling, and maybe somebody doesn't like your blog and decides to rent a botnet for a week or so.
Bet your ISP shuts you off before then to protect themselves. (Happens all the time via BGP blackholing, DDoS scrubbing services, BGP FlowSpec, etc).
It's not just computers anymore. Web enabled CCTV, doorbell cameras are all culprits.
This isn't the problem Cloudflare are trying to solve here. AI scraping bots are a trigger for them to discuss this, but this is actually just one instance of a much larger problem — one that Cloudflare have been trying to solve for a while now, and which ~all other cloud providers have been ignoring.
My company runs a public data API. For QoS, we need to do things like blocking / rate-limiting traffic on a per-customer basis.
This is usually easy enough — people send an API key with their request, and we can block or rate-limit on those.
But some malicious (or misconfigured) systems, may sometimes just start blasting requests at our API without including an API key.
We usually just want to block these systems "at the edge" — there's no point to even letting those requests hit our infra. But to do that, without affecting any of our legitimate users, we need to have some key by which to recognize these systems, and differentiate them from legitimate traffic.
In the case where they're not sending an API key, that distinguishing key is normally the request's IP address / IP range / ASN.
The problematic exception, then, is Workers/Lambda-type systems (a.k.a. Function-as-a-Service [FaaS] providers) — where all workloads of all users of these systems come from the same pool of shared IP addresses.
The naive approach would be to block the entire FaaS's IP range the first time we see an attack coming from it. (And maybe some API providers can get away with that.)
But as long as we have at least one legitimate customer whose infrastructure has been designed around legitimate use of that FaaS to send requests to us, then we can't just block the entire Workers IP range.
(And sure, we could block these IP ranges by default, and then try to get such FaaS-using customers to send some additional distinguishing header in their requests to us, that would take priority over the FaaS-IP-range block... but getting a client engineer to implement an implementation-level change to their stack, by describing the needed change in a support ticket as a resolution to their problem, is often an extreme uphill battle. Better to find a way around needing to do it.)
So we really want/need some non-customer-controlled request metadata to match on, to block these bad FaaS workloads. Ideally, metadata that comes from the FaaS itself.
As it turns out, CF Workers itself already provides such a signal. Each outbound subrequest from a Worker gets forcibly annotated "on the way out" with a request header naming the Worker it came from. We can block on / rate-limit by this header. Works great!
But other FaaS providers do not provide anything similar. For example, it's currently impossible to determine which AWS Lambda customer is making requests to our API, unless that customer specifically deigns to attach some identifying info to their requests. (I actually reported this as a security bug to the Lambda team, over three years ago now.)
---
So, the point of an infrastructure-level-enforced public-visible workload-identity system, like what CF is proposing for their "signed agents", isn't just about being able to whitelist "good bots."
It's also about having some differentiable key that can cleanly bucket bot traffic, where any given bucket then contains purely legitimate or purely malicious/misbehaving bot traffic; so that if you set up rate-limiting, greylisting, or heuristic blocking by this distinguishing key, then the heuristic you use will ensure that your legitimate (bot) users never get punished, while your misbehaving/malicious (bot) users automatically trip the heuristic. Which means you never need to actually hunt through logs and manually blacklist specific malicious/misbehaving (bot) users.
If you look at this proposal as an extension/enhancement of what CF has already been doing for years with Workers subrequest originating-identity annotation, the additional thing that the "signed agents" would give the ecosystem on behalf of an adopting FaaS, is an assurance that random other bots not running on one of these FaaS platforms, can't masquerade as your bot (in order to take advantage of your preferential rate-limiting tier; or round-robin your and many others' identities to avoid such rate-limiting; or even to DoS-attack you by flooding requests that end up attributed to you.) Which is nice, certainly. It means that you don't have to first check that the traffic you're looking at originated from one of the trustworthy FaaS providers, before checking / trusting the workload-identity request header as a distinguishing key.
But in the end, that's a minor gain, compared to just having any standard at all — that other FaaSes would sign on to support — that would require them to emit a workload-identity header on outbound requests. The rest can be handled just by consuming+parsing the published IP-ranges JSON files from FaaS providers (something our API backend already does for CF in particular.)
(And, if it isn't clear: centralized LLM-service web-browsing/tool-use backends, and centralized "agent" orchestrators, are both effectively just FaaS systems, in terms of how the web/MCP requests they originate, relate to their direct inbound customers and/or registered "agent" workloads. Every problem of bucketing traditional FaaS outbound traffic, also applies to FaaSes where the "function" in question happens to be an LLM inference process.)
If this was cloudflare going into some centralized routing of the internet and saying everything must do X then that would be a lot more alarming but at the end of the day the internet is decentralized and site owners are the ones who are using this capability.
Additionally I don't think that I as an individual website owner would actually want / be capable of knowing which agents are good and bad and cloudflare doing this would be helpful to me as a site owner as long as they act in good faith. And the moment they stop acting in good faith I would be able to disable them. This is definitely a problem right now as unrestricted access to the bots means bad bots are taking up many cycles raising costs and taking away resources from real users
No comments yet
Perhaps a way to serve ads through the agents would be good enough. I'd prefer that to be some open protocol than controlled by a company.
https://blog.cloudflare.com/perplexity-is-using-stealth-unde...
It’s somewhat ironic to let fly the “free and open internet” battle cry on behalf of an industry that is openly destroying it.
Web Bot Auth
https://news.ycombinator.com/item?id=45055452
and associated blog post:
The age of agents: cryptographically recognizing agent traffic
https://blog.cloudflare.com/signed-agents/
Joking aside, I think the ideas and substance are great and sorely needed. However, I can only see the idea of a sort of token chain verification as running into the same UX problems that plagued (plagues?) PGP and more encryption-focused processes. The workflow is too opaque, requires too much specialized knowledge that is out of reach for most people. It would have to be wrapped up into something stupid simple like an iOS FaceID modal to have any hope of succeeding with the general public. I think that's the idea, that these agents would be working on behalf of their owners on their own devices, so it has to be absolutely seamless.
Otherwise, rock on.
That is a very small part of the world we're entering.
The other vast majority of use cases will come from even more abusive bots than we have today, filling the internet with spam, disinformation, and garbage. The dead internet is no longer a theory, and the future we're building will make the internet for bots, by bots. Humans will retreat into niche corners of it, and those who wish to participate in the broader internet will either have to live with this, or abide by new government regulations that invade their privacy and undermine their security.
So, yes, confirming human identity is the only path forward if we want to make the internet usable by humans, but I do agree that the ideal solution will not come from a single company, or a single government, for that matter. It will be a bumpy ride until we figure this out.
Off topic but are people ever going to give up on this nonsense? It's so grating.