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Safe Lock-free Primitives with iceoryx2's ByteAtomic
Article URL: https://ekxide.io/blog/byte-wise-atomic-wrapper-to-prevent-ub/
Comments URL: https://news.ycombinator.com/item?id=49166672
Points: 1
# Comments: 1
Frontier models, transparency and trust; a new golden age in research for some?
Article URL: https://scholarlyfutures.substack.com/p/frontier-models-transparency-and
Comments URL: https://news.ycombinator.com/item?id=49166662
Points: 1
# Comments: 0
Ask HN: Has anyone solved P2P routing at 100B+ nodes without DHT degradation?
The two of us (PhD in Physics and Mathematics and Philosophical Anthropology) have spent many years working on a mathematically protected secret voting system suitable for making socially significant decisions. During the design process, we realized that such a system must be a peer-to-peer network satisfying six absolute requirements. We have not been able to find a single existing protocol or academic paper that simultaneously satisfies more than two of them: First: anonymous user authentication that guarantees the uniqueness of the user's representation in the network (preventing one person from creating multiple accounts) without storing their personal data and without using any external resources, such as certificate authorities or a trusted third party. Second: a network providing such anonymous authentication must be capable of covering all inhabitants of the Earth. Currently that is just over 8 billion people, but this number grows by more than 100 million every year. Moreover, the deceased must not be excluded from the system, which means monotonic growth is endless. Third: a network that guarantees anonymity must not have any distinguished nodes—that is, it must be strictly peer-to-peer, consisting of nodes formed by users' devices. However, each user may have not one but several devices, and devices can fail, get lost, become obsolete, or even simply go out of fashion. This immediately changes the scale of the network—it must handle hundreds of billions of nodes. Fourth: it is necessary to provide each user with access to their account from any device without using passwords, tokens, seed phrases, or anything similar. Fifth: the key requirement becomes performing a search that enables user recognition in less than 1 second (so that it is imperceptible to the user). That is, any device must locate any other device or data in less than 1 second, while the amount of routing information stored by a single device must be negligibly small, preferably under 100 KB. Sixth: to guarantee data preservation on unreliable user devices, first, the replication factor must be ~100 or even ~1000x, and second, there must be verification and recovery of routing and data based on consensus without a central arbiter or trusted nodes. At the same time, background synchronization traffic must remain below a few hundred bytes/sec per device to avoid overwhelming mobile data plans. Our question to HN: Is the community aware of any existing P2P protocol, DHT, or academic proposal that even attempts to simultaneously satisfy these constraints? We have studied Kademlia, Chord, BATMAN, GNUnet, I2P, etc., and all of them seem to fail at scalability or traffic efficiency. Are we missing something fundamental, or is this truly a blind spot? (This question is motivated by the fact that we have developed a candidate architecture that, in our opinion, solves all six problems. A brief description can be found on our GitHub [https://github.com/ikhrabry-spec/A-P2P-Network-Architecture-for-100B-Nodes]. Patent applications have been filed, and one patent has been granted. However, we doubt the novelty of our solutions and the absence of analogues—please point us to anything we may have missed.)
Comments URL: https://news.ycombinator.com/item?id=49166652
Points: 2
# Comments: 0
Authorised payment fraud has moved way beyond being a consumer protection issue, says the Royal United Services Institute
The UK government went through a whole parliamentary term without consideration of AI legislation - will a new prime minister take a different approach?
Apple has filed another legal complaint over a secret Home Office order requiring the supplier to provide access to encrypted iCloud data stored by UK customers
Decades-Old BMC Vulnerability Exposes Thousands of Data Centers to Attacks
Over 24,000 internet-accessible server-management interfaces disclose authentication hashes before login.
The post Decades-Old BMC Vulnerability Exposes Thousands of Data Centers to Attacks appeared first on SecurityWeek.
Bending Spoons is acquiring Airtable for $1.285B
"Clean" Code, Horrible Performance
Article URL: https://www.computerenhance.com/p/clean-code-horrible-performance
Comments URL: https://news.ycombinator.com/item?id=49166331
Points: 1
# Comments: 0
Show HN: Servitor – simplest way to run local dev containers
Article URL: https://sndsabin.github.io/servitor/
Comments URL: https://news.ycombinator.com/item?id=49166316
Points: 1
# Comments: 0
Bending Spoons to Acquire Airtable
Article URL: https://twitter.com/fedesimio/status/2084539635829465266
Comments URL: https://news.ycombinator.com/item?id=49166310
Points: 1
# Comments: 0
Homebench – Benchmark local LLMs for speed, memory, and quality
Article URL: https://github.com/david-g-3654/homebench
Comments URL: https://news.ycombinator.com/item?id=49166308
Points: 1
# Comments: 0
AI Appliances: AI Agents and Agencies in YAML
Article URL: https://leanpub.com/kdeps
Comments URL: https://news.ycombinator.com/item?id=49166297
Points: 1
# Comments: 0
Show HN: Clawx – A package manager where packages are agent tasks
Hi HN — I built Clawx, an experiment in treating agent-driven tasks as installable packages.
A Clawx package is a Markdown file with YAML metadata. The Markdown body becomes the system prompt for an agent CLI such as Claude Code, Codex, OpenCode, Gemini, or Antigravity. Clawx fetches the package from a registry, verifies its SHA-256 hash, shows what it is requesting permission to do, asks for approval, runs it, and records the execution.
The idea came from repeatedly writing the same operational prompts: configure CI, inspect a repository, install and verify a tool, scaffold project conventions, or apply a multi-step migration. Shell scripts are deterministic but often brittle across projects. Raw prompts are adaptable but easy to lose, change silently, or execute without much structure. I wanted to explore a point between those two.
Packages can declare parameters, dependencies, required environment variables, and allowed tools. Registries can be Git repositories or small HTTP servers. There is also an offline workspace scanner that looks at manifests and infrastructure files and recommends relevant packages.
One important limitation: tool restrictions are enforced by Clawx at the subprocess boundary when using Claude Code. For the other providers, the declared tools are currently shown during approval, but enforcement depends on that provider’s own sandbox and permission model. I do not want to imply a stronger security boundary than the implementation provides.
You can install it on macOS or Linux with:
``` curl -fsSL https://raw.githubusercontent.com/debarshibasak/clawx/master... | sh ```
Then, assuming one of the supported agent CLIs is installed:
``` clawx list clawx info gitignore-gen clawx run gitignore-gen clawx history ```
The project is written in Go and is still early. I’m particularly interested in feedback on whether agent tasks are useful as “packages,” what the trust model should look like, and where this abstraction breaks down compared with scripts, configuration management, or provider-specific skills.
Comments URL: https://news.ycombinator.com/item?id=49166289
Points: 1
# Comments: 0
57,000 tines lighter than Loom (download the HTML)
ZeroLeaks: Automated red teaming for AI agents
Article URL: https://zeroleaks.ai
Comments URL: https://news.ycombinator.com/item?id=49166257
Points: 1
# Comments: 0
Why the Fed Can Look Hawkish. The Machinery for Financial Repression Is Ready
The US is not a democracy but an oligarchy, study concludes (2014)
Article URL: https://www.upi.com/Top_News/US/2014/04/16/The-US-is-not-a-democracy-but-an-oligarchy-study-concludes/2761397680051/
Comments URL: https://news.ycombinator.com/item?id=49166254
Points: 4
# Comments: 1
Flare Redact – scoped secret redaction for JavaScript AI agents
Article URL: https://github.com/flare-collection/flare-redact
Comments URL: https://news.ycombinator.com/item?id=49166246
Points: 1
# Comments: 0
An Honest Review of AI Programming
Article URL: https://mropert.github.io/2026/08/04/an_honest_review_of_ai_programming/
Comments URL: https://news.ycombinator.com/item?id=49166230
Points: 2
# Comments: 0
