News for hackers. Stuff that matters.

netinstructions

I don't know if OpenAI thinks this is a marketing / PR angle for them (our super smart AI cheated on a cyber capabilities test in the most _brilliant_ way) but my read is this:

Why should OpenAI (or any frontier lab) be building these systems if they can't get a secure environment / containment right? It sounds like there was little defense in depth, appropriate monitoring, or any attempts to have their super smart model check for vulnerabilities in the test environment _without exploiting_ them. That seems like step 0 before trying to test offensive, unknown capabilities.

Re:Schema Harness Achieves ~99% on Arc‑AGI‑3 Public on Thursday July 16, 2026 @04:11PM (#48939599)
I can't tell based on this article if the authors intend to submit this to Arc-AGI for the private / held-out set of games for a verified score. The final section sorta seems like they won't bother because Arc-AGI-3 is "now saturated"
Re:Hands-On with the AMD Ryzen AI Halo on Friday July 10, 2026 @01:31PM (#48862794)
Unfortunately, the table of models and tokens per second (TPS) and time to first token (TTFT) is not helpful without specifying the quantization of the model.
Pinta is the closest I've found, though I've gotten pretty familiar with paint.net and there's small differences that make me feel slower using Pinta.

I'm glad to see entrants in this space!

Re:Pentagon Formally Labels Anthropic Supply-Chain Risk on Thursday March 05, 2026 @04:35PM (#47267621)
This designation is usually reserved for foreign adversaries/companies, and so this is crazy to apply it to US company over a sudden contract dispute... that was previously agreed upon by all parties.

This should make any US company nervous about entering into an agreement with the government. Or any US company that already has a contract with the government. If they one day decide they don't like that contract, they can designate you a supply chain risk.

Not 1) rip up the existing contract and cease the agreement or 2) continue (but not renew) the existing contract or 3) renegotiate terms upon renewal but instead a full on ban of doing any business with an entire industry/sector.

Re:GPT-5.4 on Thursday March 05, 2026 @03:49PM (#47267080)
Thanks, it looks like the pricing page keeps getting updated.

Even right now one page refers to prices for "context lengths under 270K" whereas another has pricing for "<272K context length"

Re:GPT-5.4 on Thursday March 05, 2026 @02:36PM (#47266225)
People (and also frustratingly LLMs) usually refer to https://openai.com/api/pricing/ which doesn't give the complete picture.

https://developers.openai.com/api/docs/pricing is what I always reference, and it explicitly shows that pricing ($2.50/M input, $15/M output) for tokens under 272k

It is nice that we get 70-72k more tokens before the price goes up (also what does it cost beyond 272k tokens??)

This is kind of crazy. Instead of just cancelling a mutually-agreed upon contract where Anthropic refused to bow to sudden new demands, the Dept of Defense went straight to the nuclear option: threatening to label an American tech company as a "supply chain risk" which is a heavy-handed tactic usually reserved for foreign adversaries (think Huawei or DJI).

It's also incoherent that the DoD/DoW was threatening to invoke the Defense Production Act OR classifying them as "supply chain risk". They're either too uniquely critical to national defense OR they're such a severe liability that they have to be blacklisted for anyone in the DoD apparatus (including the many subcontracts) to use.

How are other tech companies supposed to work with the US government and draw up mutual contracts when those terms are suddenly questioned months later and can be used in such devastating ways against them? Setting the morals/principals aside, how does this make for rational business decision to work with a counterparty that behaves this way.

Re:The Dyson Battery Electric Vehicle on Wednesday June 03, 2020 @11:17AM (#23404303)
How about a battery electric cargo bicycle? Like a Tern GSD ($$$) or Radwagon ($)?

The tern gsd can carry 180 kg of cargo and has detachable batteries, so that at least gives you the option of bringing extra batteries for long range. Or haul people or wheat.

Re:Waymo’s Hiring Binge on Tuesday February 25, 2020 @05:34PM (#22418245)
because it's just grabbing the first three paragraphs that anyone can see before the paywall...
Re:The Animal-AI Testbed on Wednesday December 18, 2019 @02:54PM (#21828671)
I failed (ran out of time) in one of the problems during Challenge 1 during manual play. The physics seem a little wonky to me. It's easy to miss running at a ball, the floor is slippery and takes a long time to reorient and build up speed.

Guess I am not an animal.

Re:Robel: Robotics Benchmarks for Learning with Low-Cost Robots on Wednesday October 09, 2019 @02:07PM (#21206048)
They may be lower cost than the status quo, but $3199 to $3699 is out of my reach as a (non professional) hobbyist. I hope maybe one day though!

https://sites.google.com/view/roboicsbenchmarks/getting-star...

https://www.trossenrobotics.com/d-kitty.aspx

https://www.trossenrobotics.com/d-claw.aspx

Not quite in the realm like the $50 to $90 'Google Voice / Google Vision AI' kits

https://aiyprojects.withgoogle.com/

I wonder how many people are upset that the vehicles had to drop them off in a valid passenger load/unload zone as opposed to the usual Lyft / Uber tactic of parking in a no parking / no stopping zone, bike lane, crosswalk, etc because it's most convenient for the drivers and passengers (at the safety and expense of everyone else sharing the space)...

That quote at the end:

> I guess Lyft has me spoiled. I like getting dropped off in front of the place im going too [sic] not just in the parking lot....

The title (as in, the text between <title></title>) on the page served to me was:

"Las Vegas to Elon Musk: Tesla Tunnel? We'll Take 2 - CityLab"

Re:Tesla Live Stream – Autonomy Day [video] on Monday April 22, 2019 @02:40PM (#19721553)
I agree. The interview with MIT researcher Lex Fridman was difficult to watch because it didn't seem like they were on the same page at all - Lex asking thoughtful and pointed questions and Elon dismissing them as if the questions themselves are moot because self driving is right around the corner.

It was mind boggling. I am hoping Tesla can provide some specifics today because it seems Elon is living in a fantasy world (albeit one I'd like to live in if we can actually get safe self-driving cars).

Re:Tesla Live Stream – Autonomy Day [video] on Monday April 22, 2019 @02:32PM (#19721449)
While you're waiting for the main event to start, here are some recent interviews with Elon about self-driving cars. He's very confident.

"To me right now, this seems 'game, set, and match,'" Musk said. "I could be wrong, but it appears to be the case that Tesla is vastly ahead of everyone."

I am eager to see what they unveil today.

https://www.youtube.com/watch?v=dEv99vxKjVI

https://ark-invest.com/research/podcast/elon-musk-podcast

No, as I understand it, that was the "old way" of doing it. The "new way" (which I think is called Project Crostini) is much smoother.

I got a Pixelbook a couple months ago and it was as simple as going into the Chrome OS settings, clicking the button to enable Linux support, and then it sets you up with a terminal to Linux. I've had no issue accessing the Linux environment / apps between boots.

You can go into the Chrome OS settings and click the button for Linux... after a few minutes of downloading/installation you're ready to go. I use it for development.

https://www.aboutchromebooks.com/news/chrome-os-69-stable-re...

https://chromium.googlesource.com/chromiumos/docs/+/master/c...

Re:QuillBot: Free Paraphrasing Tool on Wednesday February 20, 2019 @04:53PM (#19212385)
Looks like a great force-multiplier tool to assist the fake product review business!
Re:I Can No Longer Recommend Google Fi on Friday January 11, 2019 @04:48PM (#18887478)
This really hits home. Probably 99.999% of users won't have issues with Google's products / services, but if you're one of the unlucky few, you're helpless.

All you can hope for is to make enough noise on the internet to get a Googler's attention. None of the normal escalation channels work.

My issues with Project Fi / Google Store were not resolved via their online chat, nor their phone support, nor emails to their product support, nor any of my posts on their product support forums, nor any tweets at various Google accounts.

Only after a blog post received attention on Reddit did I get a call from head of support who was able to resolve my issue.

Re:Paint.net 4.1 is now available on Thursday September 06, 2018 @12:08PM (#17927247)
Paint.net is a wonderful, wonderful application that I'm unfortunately very hesitant to recommend to friends/family because the website has a lot of malware ads with giant download buttons right next to the actual download button

Examples: https://i.imgur.com/LGBoiHp.png https://i.imgur.com/jlocdG9.png

I guess the Windows Store route might be better or providing a direct link to the download, but I've actually stopped talking about paint.net because I wouldn't want someone to Google it, go to the website, and end up with malware instead.

Re:Johnny-Five v1.0 – JavaScript Robotics and IoT Framework on Thursday August 23, 2018 @05:25PM (#17830819)
The next line of code in JavaScript isn't always going to be executed after the previous line is complete. This is unlike Python, which generally executes each line after the previous line is complete.

Hence all the callbacks, promises, async/awaits patterns to learn in JavaScript..

And I've had issues trying to leave less than perfect reviews - seems like only after I spend time typing up the review (and sometimes uploading photos) does Amazon come back and say, sorry can't publish this.

Seems like a dark pattern to encourage only positive reviews.

http://www.netinstructions.com/amazon-dark-patterns/

Re:Live Tracker for Amazon Prime Day Sales on Monday July 16, 2018 @03:46PM (#17544438)
How do we know this is not anything more than a gimmick to get a 'zentail-20' affiliate tag on the way to shopping on one of Amazon's busiest day so they can get their referral commissions?
I read that they were burner keys.

With people discussing reverse-engineering the pixelated images to access the keys, the merits of masks, security, etc it seemed like a lesson worth sharing for everyone's benefit here that an email wouldn't have accomplished.

The author of this blog must have uploaded an image without the big red block to mask the private key, realized their error, and replaced it with an image of it blocked. However they didn't remove the unblocked image first. Ghost (the blog engine here) just appends a number to the image when you replace it without changing the filename, so it's easy to find. See the two URLs below:

https://blog.ropnop.com/content/images/2018/05/base64_decode...

https://blog.ropnop.com/content/images/2018/05/base64_decode...

This is probably a good reason to use burner keys for proof of concepts.

Older »