HNHacker News
TopNewBestAskShowJobs

bennydog224

54 karma · joined January 13, 2022

submissionscomments
bennydog224··on We must pace the frontier
Say this is true (we are near or at the upper bound of safe capabilities and tokens are commodities). If they successful get regulated, all they’ll get is a little extra time. The market will soon realize this - regulated or not - and pull investment.

Seems like an excessive announcement just to get a little extra time.

bennydog224··on We must pace the frontier
I agree it’s not all altrusim. It’s a little less clear what you mean at the end though.

For these companies, is your argument that “pacing the frontier” is their attempt to be nationalized and protect their investments?

bennydog224··on We must pace the frontier
Disclaimer: I’m in security engineering and thus I’m primed to being skeptical. I am in full agreement that security assessments and regulation certainly needs to be stricter in foundation labs. However, I’m extremely skeptical when Amodei, Altman, and Musk all agree on something at the same time as it’s becoming viral and hits mainstream media.

Red flags:

- Amodei claims RSI is here and links two sources, but neither reinforce this notion. It’s heavily agreed upon true RSI is the danger sign here (also by Coxon). Nothing indicates there is something these labs have developed that supports RSI today or even soon.

- Real US orgs are moving, like today, to Chinese open source AI run locally due to cost constraints. Ask anyone in the industry in an infra role. Frontier AI is just way too expensive to justify for coding. The big 3 labs are scared of this - their revenue and moat disappears once OSS models are progressing enough for developers to use. Kimi/GLM/DeepSeek Flash/Qwen are usable today on hosted hardware for actual coding work.

- These labs would all benefit from nationalization if their funding model fails (an easy bailout).

- Related to the above, with federal guidelines in place (i.e. restricting access to certain organizations, or establishing something like FedRAMP approval for AI use), their path to government/contractor/large U.S. company distribution becomes so much easier. They can control the supppy chain of AI for organizations.

- Preparing for (or in xAI’s case, launching) a public IPO creates excitement among consumer investors when they think this tech is as powerful as it is claimed.

- The HuggingFace hack demonstrated no new capabilities that were not previously seen before - previous models were misaligned, but weren’t as harmful as agent swarms. Anthropic’s marketing directly hopped on this bandwagon when it saw the outcome of OpenAI’s blogging making it to mainstream media (and they constantly paint China as “the” bad guy without further elaboration or research that you’d expect on APTs).

Amodei is a CEO at the end of the day. It may be 25% earnest speculative concerns, but you’d be foolish to take it at face value given the patterns we’ve seen from Anthropic, xAI and OpenAI to date. Until we see real proof of RSI we should be skeptical.

bennydog224··on Running Tesla Model 3's computer on my desk using parts from crashed cars
I see in the attached SS that the car has the "BIFL" FSD (?). Does this mean you could swap this CPU a non-FSD Model 3 and get it?

:O

bennydog224··on Don't post generated/AI-edited comments. HN is for conversation between humans
I personally enjoy the errors and oddities in syntax and dialect which tell me something definitively is > NOT written by AI and help me understand the author better in such an anonymous space.

The second is gonna be a lot harder to enforce, as we soon (and probably already) don't know who we're talking to on the internet - a real person or someone's agent? Will calling spaces "human only" later be seen as discriminatory by agents? How will we actually enforce "human only" spaces? Will websites like HN start to provide an "agent only" discussion forum or filter in addition to the "human only" sections?

bennydog224··on Claude Code is being dumbed down?
It feels like CC got nerfed after the 4.6 drop.
bennydog224··on Chrome extensions spying on users' browsing data
This is the safest way. You also want to disable auto update to version lock, which means using Firefox or Safari or loading unpacked if you use Chrome.
bennydog224··on Chrome extensions spying on users' browsing data
It’s obvious CWS has given up on oversight of these extensions. It’s a minefield.
bennydog224··on Ask HN: What are you working on? (February 2026)
A fun quiz for identifying AI content on Wikipedia. Decided a game format is more interesting than markdown.

https://tryward.app/aiquiz

bennydog224··on Can you beat ensloppification? I made a quiz for Wikipedia's Signs of AI Writing
Wikipedia publishes a community page about the Signs of AI Writing.

This article, covering elements of writing like content, language & grammar, style, and citations, is verbose and is intended for Wikipedia’s army of content editors.

Walls of text are boring. Games are more fun. I turned Wikipedia’s quiz into an interactive game. I failed miserably.

bennydog224··on A sane but bull case on Clawdbot / OpenClaw
He speaks in the present tense, so I assume so. This guy seems detached from reality, calling[AI] his "most important relationship". I sure hope for her sake she runs as far as she can away from this robot dude.
bennydog224··on A sane but bull case on Clawdbot / OpenClaw
> it's hard to go back without feeling like i would be willingly living my most important relationship in amnesia.

This made me think this was satire/ragebait. Most important relationship?!?

bennydog224··on Updates to our web search products and Programmable Search Engine capabilities
I built many products on Google PSE (Custom Search). Results were nowhere near as good as regular Google, but still useful. I usually needed to use another library to get the DOM content anyway. But it still was solid for grounding/checking data.

RIP, another one to the Google Graveyard.

bennydog224··on Why we're "blinding" ourselves to protect users
Thanks for catching! I typed this up quickly so missed during a proofread.

Yes, we’re making this data not valuable by design, since it cannot be linked back to the originating user to report browsing history, etc.

bennydog224··on Why we're "blinding" ourselves to protect users
I struggled at first with trying to translate a technical framework (blind sigs/privacy pass) into a privacy feature end users would understand.

I ended up using the “casino” analogy to describe the new feature. Same thing, different words. The security knowledge stack is so dense that it helps to embrace analogies when explaining concepts to customers.

By “blinding” ourselves, we’re signaling to users that we’re making their data invaluable for marketing, analytics, or third party sharing. Think the EU “Reject unnecessary cookies” banner but on steroids.

bennydog224··on We implemented a blind signatures model to anonymize user API requests
Most services lack privacy-by-design, allowing them to easily identify individual users through specific data attributes like API calls from an email or user ID.

Sometimes this is necessary, but often it's not. This can lead to your data being collected unnecessarily - placing your full trust in the service provider.

I studied Cloudflare’s Privacy Pass framework and implemented a modified version of it in my application Ward. As a result, Ward users can no longer effectively be tracked or identified at the app level for most requests.

Would love to hear from others’ perspective, whether you’re an security expert or everyday user, on this approach.

The average consumer is more privacy conscious than we may think. It’s our hope that architectural decisions like this early can help build and gain user trust earlier, especially in B2C products.

bennydog224··on Opus 4.5 is not the normal AI agent experience that I have had thus far
Don't want to discredit Opus at all, it's easy at directed tasks but it's not the silver bullet yet.

It is best in its class, but trips up frequently with complicated engineering tasks involving dynamic variables. Think: Browser page loading, designing for a system where it will "forget" to account for race conditions, etc.

Still, this gets me very excited for the next generation of models from Anthropic for heavy tasks.

bennydog224··on Dodging sketchy browser extensions in 2026
There's been a bunch of recent posts about high-profile browser extension compromises here on HN, so I decided to write a short substack article about it.

TL;DR be cautious of the Chrome ecosystem, vet authors/publishers, and use a gut check for "free" stuff

bennydog224··on Tell HN: HN was down
Yes, I had to touch grass this morning.
bennydog224··on Gemini 3 Flash: Frontier intelligence built for speed
From the article, speed & cost match 2.5 Flash. I'm working on a project where there's a huge gap between 2.5 Flash and 2.5 Flash Lite as far as performance and cost goes.

-> 2.5 Flash Lite is super fast & cheap (~1-1.5s inference), but poor quality responses.

-> 2.5 Flash gives high quality responses, but fairly expensive & slow (5-7s inference)

I really just need an in-between for Flash and Flash Lite for cost and performance. Right now, users have to wait up to 7s for a quality response.

bennydog224··on 8M users' AI conversations sold for profit by "privacy" extensions
You're not wrong, but one thing about scammy developers is they tend to be ballsy and not covert. The Koi blog covers all the egregious code specifically for exfilling LLM conversations. This stuff is a walking red flag if it was in a public commit/PR.
bennydog224··on 8M users' AI conversations sold for profit by "privacy" extensions
Chrome extension codebases are fairly basic, I think there's room to build an agentic code scanner for these, but the juice probably isn't worth the squeeze to justify for them $$$-wise. Manual reviews I agree are expensive and dicey.
bennydog224··on 8M users' AI conversations sold for profit by "privacy" extensions
I wouldn’t be surprised if it goes away - it’s very “old Google”. We’re moving more towards walled gardens.
bennydog224··on 8M users' AI conversations sold for profit by "privacy" extensions
I’m not sure, but whenever I cut a new release I upload my extension code and it goes through a review period before they publish.
bennydog224··on 8M users' AI conversations sold for profit by "privacy" extensions
Google needs to act on removing these extensions/doing more thorough code reviews. Reputability is everything, and they can be actually valuable (e.g. LastPass, my own extension Ward)

There has to be a better system. Maybe a public extension safety directory?

bennydog224··on Ask HN: What Are You Working On? (December 2025)
I'm working on Ward, a Chrome extension that detects browser scams/phishing using lightweight LLM models. Our target persona is elders, young children, and anyone who's not as tech savvy. When explaining it to people, I call it a "modern antivirus", because it can detect anything from malicious scripts on a page to grey-area misinformation on social media.

I'm bootstrapping and covering LLM costs for Ward's first couple hundred users (got about 50 users at the moment) to improve it. We have a local mode for added privacy and are dipping our feet to gauge biz. interest (client-side phishing protection is unparalleled).

I've recommended it to friends, colleagues and loved ones. I dogfood my own product, and it even surprises me every day how much more mindful it makes me of my browsing of harmful content. Would love to get feedback and testers from HN.

On the Chrome Web Store -> https://tryward.app

bennydog224··on A story about bypassing air Canada's in-flight network restrictions
Brave or stupid.
bennydog224··on Everyone should own a 3D printer in 2025
That was my hesitation too. I’ll say, the new generations are extremely solid. It’s like sending a Kindle book via email from your PC if you’ve ever done it. Will definitely do a follow up in a couple months as well
bennydog224··on Everyone should own a 3D printer in 2025
Saving cash is definitely one argument, but you’re right in that it would probably take a few months to years to pay off depending on how much/what you print.

The real value today is in sustainability & impact - something you can’t as easily put a $ on.

bennydog224··on Ask HN: What Are You Working On? (June 2025)
https://askcrystal.info/dashboard

We aggregated half a dozen plus disparate data sources to create a comprehensive infrastructure map of the PNW power grid. Our goal is to be able to query for and provide informed answers for grid operators, investors, and other energy adjacent businesses in the space.

(For reference): The PNW has the most abundant clean power in the US and is one of the markets with most opportunity as our consumption increases with AI.

Page 1 of 2Next →