reflexe
Many apps (eg chrome) frequently fix bugs that are actively exploited in the wild yet have no public weaponized chain (sometimes for months).
The fact that there is no fully public weaponized chain does not mean it does not exist or that this bug is not as scary. It only means that it is not as trivial to exploit as log4shell/shellshock/etc.
According to cloudflare [1], it is being exploited in the wild.
IMO, The issue is that cache coherency is not very well specified, and usually defined at the SoC/platform level.
Meaning, you could have the same arm core on 2 different SoCs, running the same driver with the same PCIe card and you will get corrupted data on the one where the PCIe controller‘s requests do not snoop the cpu cache.
Also, note that for both rx/tx to work, you need to invalidate on both sides: rx need to access the dram and not cache. tx need to verify that all was written to the dram before giving it to the hw.
This is the reason that you are not allowed to alias a variable with another type (can be disabled using -fno-strict-aliasing) [1].
However, one of exceptions is char and std::byte. The compiler is not allowed to assume that a write to char& won’t affect the value of a double& for example [2].
[1]: https://www.gnu.org/software/c-intro-and-ref/manual/html_nod...
[2]: https://en.cppreference.com/w/cpp/language/reinterpret_cast....
[1] https://discuss.privacyguides.net/t/updated-cellebrite-iphon... : support matrix from 2024, in many cases only AFU (after first unlock) is supported.
1. There are alternatives to nvidia: these 3 companies are probably developing their own alternative to NVIDIA, at some point they will switch to their solution or to competitors (for example: google used TPUs to train Gemini 3 [1], with no nvidia GPUs, despite being a pretty large Nvidia customer).
2. The market seems to be consolidating: for example Apple has decided to use Google Gemini for their new Siri [2]. I’m not an export (or future teller), but I think it increases the chance that other companies might follow and get off the AI race.
3. I am sure that OpenAI and related companies would want to sustain these kind of orders, but I am not sure it is possible without more and more funding, and I don’t know if even Sam himself know to estimate how many GPUs they will be able to buy from Nvidia in 2026.
[1] https://x.com/JeffDean/status/1886852442815652188
[2] https://blog.google/company-news/inside-google/company-annou...
Additionally, they mentioned that customers can cancel purchases with little to no penalty and notice [2].
This is not unique for hardware companies, but to think that all it takes is just one company to get their sales down by 12% (14b$).
To cut to the point, my guess is that nvidia is not sustainable, and at some point one or more of these big customers won’t be able to keep up with the big orders, which will cause them to miss their earnings and then it will burst. But maybe i’m wrong here.
[1] https://s201.q4cdn.com/141608511/files/doc_financials/2025/a..., page 155: > Sales to direct Customers A, B and C represented 12%, 11% and 11% of total revenue, respectively, for fiscal year 2025.
[2] same, page 116: > Because most of our sales are made on a purchase order basis, our customers can generally cancel, change, or delay product purchase commitments with little notice to us and without penalty.
Edit: Kinkora implies that it has something to do with kinks, at least that was my first impression.
My guess is that it means something in another language, but maybe this is not a good first association that you would want for a AI image generation product that can be used in a professional setting.
However, this is implementation detail in the SSD FW. For Linux UBI devices, this will suffice.
It will trigger reads in random areas in flash, and try ti correct any errors found.
Without it, the same issue as in the original article will happen (even if the device is powered on): areas in the NAND were not read for long time will have more and more errors, causing them to be non recoverable.
Their support model is hellish and they provide very little information and documentation, so usually you’ll end up doing a lot of guessing and reverse engineering. They will tell you to sign a contract with one of their “design partners”, but even they can’t get answers for basic questions.
Seriously, if they want more small cap companies working with them they have to treat them better, I worked with them as a small company and as a larger company and in both cases their support was basically non existent even if we were buying chips from them for more than 10m$ a year.
Also, 15usd is not cheap for this kind of chip. You can buy a full wifi 7 rf/modem or a 4 core arm64 soc with this kind of money.
1. Persistence: while websites are very easy to close, deleting an app is much more difficult and usually requires pressing on some “red buttons” and scary dialogs. It also makes sure the user now has a button for your app on their Home Screen which makes it a lot more accessible.
2. Notifications: while they exist for websites too, they are much less popular and turned off by default. Notifications are maybe the best way to get the user to use your app.
And while I hate the dark patterns some companies use (Meta, AliExpress, etc), I do understand why installing the app worth so much to them.
Using an accurate clock, you might be able to detect spoofing (by detecting small “jumps in time”). However, the same should be possible even with a non accurate clock (a few ppms) by detecting conflicts between the different satellites timings (since the “fake” transmitter is on earth, it will never be able to accurately simulate the real satellites’ airtime delays from space to your specific reception location).
On the other hand, if you pair a very accurate clock with a very accurate gyroscope, you might be able to replace gps altogether (https://en.m.wikipedia.org/wiki/Inertial_navigation_system) But from my knowledge, these kind of gyros are not really available for sale (but this is already outside of my knowledge, so maybe something changed).
Since the threat model is that the attacker and the victim are connected to the same router via the same wifi network, not isolated from each other, in a case where you are using wifi in psk for example, the attacker can already sniff everything from other clients.
Therefore, you can spoof packets by just responding to them directly. It is a lot simpler and takes a lot less time (since you just need to respond faster than the server with the right seq and port numbers). Once you are in the same network you can do even crazier stuff like arp spoofing and then let the victim think that you are the router and convince it to send all of its packets to you (https://en.m.wikipedia.org/wiki/ARP_spoofing)
Edit: on a second thought, maybe in a use case where the victim and the attacker are in different wifi networks (or just configured to be isolated ), the attacker should be able to perform a denial of service for a specific ip:port by sending RST and then ACK with every possible source port.
If you are not at the scale of NVIDIA/intel and release a new silicon every other month, it is not worth it to recruit so many people for a relatively short period. However, I am not fully sure how involved they were in the pre-silicon verification process, but at least in some cases they were very involved in the development.
Do you have any tooling that won’t require the developer to write tests? (E.g. something that will ‘work’ with no effort from the developer’s POV - kind of sonarqube for vhdl/verilog)
In any case, good luck. Glad to see some HW-related startups.
It is very hard to understand which thread will call the destructor (which is by definition a non-thread-safe operation), and whether a lambda is currently holding a reference to the object, or its members. Different runs result different threads calling the destructor, which is very painful to predict and debug.
I think that rust suffers from the same issue, but maybe it is less relevant as it is a lot harder to cause thread safety issues there.
As for the second, There is no shell=True for me in the demo but it is present in the code you sent. So maybe it is just a bug in the presentation somewhere.
Well, at least they are showing a real demo and not some made up results.
I think that overall the idea has some potential, but not sure we are there yet.
You can read more about it here: https://s3-docs.fd.io/vpp/24.02/aboutvpp/scalar-vs-vector-pa...
Vpp has very good documentation: https://s3-docs.fd.io/vpp/24.02/ A very cool unique feature is the graph representation for packet processing, and the ability to insert processing nodes to the graph dynamically per interface at some point in the processing using features (https://s3-docs.fd.io/vpp/24.02/developer/corearchitecture/f...)
The issue is that there is a cat and mouse game between an handful HP "alternative cartridges" manufacturers and HP. HP is actively trying to detect and block non-HP cartridges while the manufacturers find a way to bypass it.
What probably has happened here is that HP had pushed a SW upgrade that detects non-HP cartridges a bit better. The manufacturers probably already found a way to bypass it and new cartridges will work on this firmware.