Do It by Code
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We uhhhhh... do things by coding them.

"This is wild, multi-agent coordination, clearly infrastructure hacking. We should not."
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Do It by Code
I'm gonna be straight up honest: "The Ripple team awarded us the maximum $250,000 bounty offered by their bug bounty program. To our knowledge, that's the largest ever paid out for a vulnerability discovered entirely by an AI agent." This is laughable for…
tldr a team with their AI agent found a critical bug in XRP that let anyone mint a gigallion tokens instantly

"The bug we found allowed any unauthenticated attacker to create 18 trillion XRP with a single transaction, 184 times the total supply."

"Attackers can inflate the XRP supply by trillions by triggering an integer overflow in offer processing. This catastrophic flaw bypasses inflation checks and severely compromises network integrity."

PoC
Do not install Zod 4.6.6 – it is infected
Article, Comments

update: they went lucky; their publish was blocked before normal registry distribution. npm's pre-publication security control prevented it from becoming normally installable from the registry.

the screenshot is from d821685
malware developers are also becoming lazy, at least try to hide your payload fetching
they used to obfuscate it or something

in short: it calls an eth contract and loads/injects the payload
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Linus Torvalds Working On A Hefty Linux Kernel Improvement With Claude Code

Linus Torvalds is using Claude Code to develop a significant Linux kernel improvement on a new branch named noref-filemap-read-with-llm. The project aims to optimize memory management by allowing page cache reads without folio references, which resolves contention issues during small multi-threaded file reads. Torvalds confirmed that the LLM assisted with coding, testing, and drafting the patch series, noting that the changes deliver substantial performance gains. The patches are currently pending for potential inclusion in the upcoming Linux 7.4 merge window.


- commit: 4c0f369
- branch: noref-filemap-read-with-llm (not merged yet)
Introducing MoonMapBench

Can AI predict the elevation of 16,200 moon coordinates?

Opus 5.5 on average is off by 1,192 m (3,911 ft).
GPT 6 Astra is worse with 1,490 m (4,888 ft).
🧵

Posted by Ben Rank, 45 minutes ago

https://github.com/aisa-group/MoonMapBench
Re: Hackers activate automatic defrosting in supermarket fridges across Europe

Was just talking to a lab tech at a hospital.

It seems that some of the newer lab machines require internet access because you can't run lab tests unless you have a paid subscription to use the machine. No credits on the subscription, no tests.

I mention this b/c a lot of commenters here are saying "but why would you ever hook up a freezer to the internet??"

I find that type of comment fascinating as many of the people on HN worked for firms that built the technology required to use internet based subscription models.

alexpotato, 9 hours ago
11 year old unsoundness bugs found in Rust borrow checker
(struct's lifetime requirements can be bypassed via covariant field assignment)
Article, Comments
Do It by Code
Re: Hackers activate automatic defrosting in supermarket fridges across Europe Was just talking to a lab tech at a hospital. It seems that some of the newer lab machines require internet access because you can't run lab tests unless you have a paid subscription…
Regarding the Danfoss refrigeration systems hacked in France:

The username is admin, and the password automatically changes every day to... the current date.

Yes, today's date.

The French supermarkets affected in today's attacks had exposed all its refrigeration controllers directly to the internet.

Every single device reportedly used the same password: today's date...

There's also a documented authentication bypass: sending a POST request to /xml.cgi can bypass the login entirely.

Via: GossiTheDog

Posted by International Cyber Digest, 17 hours ago
we got some critical vulns in chrome after some time:
(the fixes for these CVEs are shipped in the October 13, 2026 desktop update: Stable 155.0.8059.79/.80 and Extended Stable 152.0.7977.167)

(sorted by importance in my personal opinion)

use-after-free RCE (sandbox escape):
- CVE-2026-110136: PDF subsystem (147 for inside of the sandbox)
- CVE-2026-110148: SVG subsystem
- CVE-2026-110149: Browser subsystem
- CVE-2026-110151: Media subsystem (153 for inside the sandbox)
- CVE-2026-110161: Network subsystem
- CVE-2026-110165: Core subsystem
- CVE-2026-110142: Filesystem subsystem (this one is rated Medium, idk why. but yes it's sandbox escape)

buffer overflow RCE (sandbox escape):
- CVE-2026-110152: ANGLE subsystem (apparently Android-only?)


other cool ones:

CVE-2026-110143
Use of uninitialized variable in ThirdParty lmza_sdk: read memory inside the sandbox via a crafted file.

CVE-2026-110145
Use after free in Passwords subsystem allowed a remote attacker who had compromised the renderer process to execute arbitrary code outside the sandbox via a crafted HTML page. (Chromium security severity: High)


- Release blog
Sorry @alexandr_wang but I think your new model is a bit color blind

Posted by Jonathan Chang, 4 hours ago
Claude reveals ECDSA curve origins
Article, Comments
https://words.filippo.io/seeds-solved/

This isn’t an ECDSA break: it explains how the public curve parameters were chosen, making deliberate manipulation less plausible. Some details remain unexplained, including why certain valid candidate curves were skipped.
The finding: the mysterious seeds behind P-192, P-224, P-256, P-384 and P-521 came from an old C-library pseudorandom generator initialized with Unix timestamps from 1997–1998, rather than hashes of supposedly forgotten phrases.
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DeepSeek V4.1F-1017 has built this in like 5 minutes.
(Since then it's autistically rabbitholing into minor details)
These are unambiguously better than Opus's.
It's a good deal stronger than V4.1.

Posted by Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞), 3 hour ago

DeepSeek-v4.1-Flash-1017 on huggingface
Article, Comments
🚨 Confirmed. OpenCode hacked. Keys stolen.

Telling customers to revoke.

Posted by Matt Johansen, 2 hours ago
Congratulations to OpenAI on this great model release!

Posted by Lisan al Gaib, 30 minutes ago
CVE-2026-99999: PwnEscape: linux kernel full Guest-to-Host KVM Escape
(score: 9.3 critical)
blog post
vercel blog post

ipv4: If a packet with bad checksum metadata gets into the ipv4 stack, skb_checksum_help can corrupt the network header.

Affected versions:
All versions above 2.6.27 unless they got a patch applied to them, many branches already got the patch backported to them:
• 5.10: through 5.10.271 → fixed in 5.10.272
• 5.15: through 5.15.222 → fixed in 5.15.223
• 6.1: through 6.1.189 → fixed in 6.1.190
• 6.6: through 6.6.158 → fixed in 6.6.159
• 6.12: through 6.12.112 → fixed in 6.12.113
• 6.18: through 6.18.56 → fixed in 6.18.57
• 7.2: through 7.2.10 → fixed in 7.2.11
• 7.3 release candidates: through 7.3-rc6 → fixed in 7.3-rc7



Mitigation
==========

The Linux kernel CVE team recommends that you update to the latest
stable kernel version for this, and many other bugfixes. Individual
changes are never tested alone, but rather are part of a larger kernel
release. Cherry-picking individual commits is not recommended or
supported by the Linux kernel community at all.

If however, updating to the latest release is impossible, the individual changes to resolve this issue can be found at these commits:
- a464d95
- 0fab003
- 94524b7
- a65f69e
- 32a8b0a
- f3e835a
- c3e3346
- 6785011
The Intel 8087 chip: floating-point addition and subtraction

Intel 8087 chip introduced in 1980 significantly improved floating-point operations, with a speedup of almost 100 times over the 8086 processor. The microcode implementation of addition and subtraction involves complex logic to handle special cases such as infinities, zeros, and NaN values.
WPSplinter: pre-auth RCE over WPS

a pre-authentication memory corruption vulnerability in Broadcom's legacy WPS implementation used by Wi-Fi routers and access points.

Broadcom’s legacy WPS Monitor software mishandles fragmented WPS setup messages carried over EAP. Its length checks don’t adequately constrain the reassembled message to the actual destination buffer.

Who’s affected?
Routers/access points using the vulnerable legacy Broadcom component, across both eCos and Linux firmware. Having a Broadcom chip alone does not establish vulnerability; the exact software and hardware revision matter.

device list (just some examples):
TP-Link: VR1600, TD-VG5612, Archer C3150, C5400, VR600, VR900, VR2800
Cisco: elected RV routers and WAP access points.

Broadcom stated that it replaced WPS Monitor with hostapd starting in 2018. Device owners need a firmware update from their OEM or ISP; older eCos-based products may have no migration path.

there is also no CVE assigned for this. Broadcom declined to request a CVE, stating that the affected software was obsolete and outside its support window.



Tools to fingerprint WiFi Access Points running the Broadcom SDK and a list of known affected devices: https://github.com/qkaiser/broadcom-wps
Around $1.3 million USD (at the time of the attack) drained from Qubic crypto wallets due to weak random algorithm.

Between 23:42 UTC on 17 October and 01:26 UTC on 18 October, an attacker drained 1,404 Qubic wallets, totalling around 2.94 trillion QU. (source)

Seeds are affected if they were created:
On an iPhone or iPad, in any browser, before 18 October 2026
On a Mac using Safari, before 18 October 2026
In the Qubic iOS app, before July 2025
(source)


they coordinated a protective halt of the network at tick 85,371,949.

No transactions are processing, so the drained funds cannot be moved or sold while this is resolved.

(in case you think halting the network is a good thing: it's not, it just shows how centralized their network is, while having the mask of "decentralized")
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