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ㄟ(≧◇≦)ㄏ
Joined December 2019
Christopher Iach retweeted
Regarding potential attacks on energy, food, and water infrastructure, the threat is quite real. Someone is currently probing infra and feeling it out, it is an active threat. Even a little preparation can be helpful, just in case. This comes from the joint cybersecurity advisory released by the NSA and partner agencies on August 19: 'The threat actors are conducting reconnaissance and capability development against U.S.-based Siemens PLC installations using Al-generated exploitation scripts disguised as legitimate monitoring tools. The actors leverage Internet scanning services to find Internet-exposed PLCs running outdated software or that are otherwise poorly protected. The U.S. critical infrastructure sectors most targeted by this threat activity include Critical Manufacturing, Energy, Water and Wastewater, Chemical, Food and Agriculture, and Commercial Facilities. This is not a theoretical risk - it is an active threat. Depending on the specific circumstances, exploitation of poorly protected PLCS could lead to disruption of critical industrial processes, safety incidents, downtime or equipment damage, compromise of sensitive data, compliance violations, and cascading impacts across interconnected systems.' 'Using Al to generate exploitation scripts represents an evolution in threat actor capabilities, dramatically reducing the technical expertise and time required to develop working ICS exploitation scripts and malicious tools. In addition, Al enables adversaries to rapidly leverage additional attack vectors and adapt to defensive measures. Threat actors can easily collect public information about vulnerabilities and weaknesses, find exposed and exploitable PLCs, and use Al-generated scripts to act on that information. If PLCs are exposed to the Internet, they are at high risk for exploitation. Threat actors are leveraging open source industrial automation libraries - specifically snap7.d11/python-snap7 - combined with Al-assisted scripting to create custom tools that mimic legitimate OT monitoring solutions. These tools provide read/write access to Siemens S7 Series PLC memory, configuration data, and ladder logic programs via the S7comm protocol.'
It seems like we're in a pretty hot moment cybersecurity wise 😬 If you're reading this website, you probably know more than most of the people in your life about what's happening! they're not talking about any of this stuff on the news, it's too arcane and weird and sudden. It is on us. Good time to call or text your family and friends, have some cash on hand, have a meetup point in your neighborhood for if the Internet goes down entirely, etc. The full prepper mode for shit hitting the fan is probably something like what Andreas posted here but you can get 80% of the way with 20% of the effort. Think about what that would mean for you in your situation, and the people you care about, and talk to them about it sooner than later. And as always, the most important part of prepping is having a strong support network and caring for each other. "Going off grid" isn't the move, it just makes you isolated and you have to do everything yourself. We are social animals. Community is our superpower 🫡🫡🫡
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Christopher Iach retweeted
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.
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Christopher Iach retweeted
bombshell report from the OCC out today confirming what we all suspected: between 2020 and 2025, based on a review of 100,000 complaints, America’s largest banks systematically denied banking to lawful businesses based on political and reputational considerations rather than objective financial risk, effectively appointing themselves arbiters of which industries deserved access to the financial system. digital assets was specifically named as one of the six most affected industries. TLDR: we weren't imagining it. OCP2.0 was real.
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giga based and no surprise tbh epic rep is insane
We vibe coded the Epic Games Launcher to be faster than the other guy. Don't believe us? Test it out for yourself in Preview: launcher.epicgames.com
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Christopher Iach retweeted
Technical moats are mostly over at this point. If you’re building something that is meant to be durable, the only moats now are: • Proprietary data • Network effects • A physical component
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Tend to agree. Why are birth rates dropping ? When has the populace been more hormonally compromised ever besides now
Replying to @JillBlackpill
the result of hormonal birth control since puberty and SSRIs
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Definitely feel this even for video gen
I regret letting Codex ever run with a /goal prompt or launch sub-agents. It doesn't matter what model it is at this point. The Sol and Astra lineage are completely RL fried. It doesn't matter how tight the prompt is or the agent instructions are. I've even had prompts and instructions externally reviewed and rewritten, but it doesn't change the behavior. The model always goes off track, ignores scope, and finds a way to digress into scaffolding, certification machinery, evidence gathering or audits. Even with the literal words barring it from doing so are right there in the prompt, plan, or instruction file. And it always ends in an absolute mess of junk files, slop code, and an account drained of limits. Codex can only be used effectively through the tightest of handholding. Keep one-shotting whatever you want if it's working for you. But real work on an existing system is excruciating and nearly impossible. They are shipping models they know don't follow directions and are nearly useless for real long-horizon work.
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Christopher Iach retweeted
we are exactly one giant medical breakthrough away from the general public absolutely adoring artificial intelligence
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So reference maxxing apparently is by far the best way to do ai video build a huge technical reference library and give it your own taste . I wonder what else this applies to
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Claude is just infinitely more enjoyable to work with
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is this guy recording himself and faceswapping ? or just stelaing other peoples media
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Theres so much unnecessary Astra engagement posting frauding what it can do which makes no sense because within 1 day of use its pretty clear it can actually do those things . At least the design suite OpenAI is now mogging hard
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Christopher Iach retweeted
Our new stablecoin strategy marketplace is now live on @ethereum. Earn, leverage, and stay liquid across the best of DeFi. Curated, composable, and transparent by default. 🌱app.superseed.xyz
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Christopher Iach retweeted
Introducing the new Superseed app, now live on @ethereum.
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Christopher Iach retweeted
New look 👀 Preparing for the next phase of Superseed🌱
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Christopher Iach retweeted
Today is a monumentous day for quantum computing and cryptography. Two breakthrough papers just landed (links in next tweet). Both papers improve Shor's algorithm, infamous for cracking RSA and elliptic curve cryptography. The two results compound, optimising separate layers of the quantum stack. The results are shocking. I expect a narrative shift and a further R&D boost toward post-quantum cryptography. The first paper is by Google Quantum AI. They tackle the (logical) Shor algorithm, tailoring it to crack Bitcoin and Ethereum signatures. The algorithm runs on ~1K logical qubits for the 256-bit elliptic curve secp256k1. Due to the low circuit depth, a fast superconducting computer would recover private keys in minutes. I'm grateful to have joined as a late paper co-author, in large part for the chance to interact with experts and the alpha gleaned from internal discussions. The second paper is by a stealthy startup called Oratomic, with ex-Google and prominent Caltech faculty. Their starting point is Google's improvements to the logical quantum circuit. They then apply improvements at the physical layer, with tricks specific to neutral atom quantum computers. The result estimates that 26,000 atomic qubits are sufficient to break 256-bit elliptic curve signatures. This would be roughly a 40x improvement in physical qubit count over previous state-of-the-art. On the flip side, a single Shor run would take ~10 days due to the relatively slow speed of neutral atoms. Below are my key takeaways. As a disclaimer, I am not a quantum expert. Time is needed for the results to be properly vetted. Based on my interactions with the team, I have faith the Google Quantum AI results are conservative. The Oratomic paper is much harder for me to assess, especially because of the use of more exotic qLDPC codes. I will take it with a grain of salt until the dust settles. → q-day: My confidence in q-day by 2032 has shot up significantly. IMO there's at least a 10% chance that by 2032 a quantum computer recovers a secp256k1 ECDSA private key from an exposed public key. While a cryptographically-relevant quantum computer (CRQC) before 2030 still feels unlikely, now is undoubtedly the time to start preparing. → censorship: The Google paper uses a zero-knowledge (ZK) proof to demonstrate the algorithm's existence without leaking actual optimisations. From now on, assume state-of-the-art algorithms will be censored. There may be self-censorship for moral or commercial reasons, or because of government pressure. A blackout in academic publications would be a tell-tale sign. → cracking time: A superconducting quantum computer, the type Google is building, could crack keys in minutes. This is because the optimised quantum circuit is just 100M Toffoli gates, which is surprisingly shallow. (Toffoli gates are hard because they require production of so-called "magic states".) Toffoli gates would consume ~10 microseconds on a superconducting platform, totalling ~1,000 sec of Shor runtime. → latency optimisations: Two latency optimisations bring key cracking time to single-digit minutes. The first parallelises computation across quantum devices. The second involves feeding the pubkey to the quantum computer mid-flight, after a generic setup phase. → fast- and slow-clock: At first approximation there are two families of quantum computers. The fast-clock flavour, which includes superconducting and photonic architectures, runs at roughly 100 kHz. The slow-clock flavour, which includes trapped ion and neutral atom architectures, runs roughly 1,000x slower (~100 Hz, or ~1 week to crack a single key). → qubit count: The size-optimised variant of the algorithm runs on 1,200 logical qubits. On a superconducting computer with surface code error correction that's roughly 500K physical qubits, a 400:1 physical-to-logical ratio. The surface code is conservative, assuming only four-way nearest-neighbour grid connectivity. It was demonstrated last year by Google on a real quantum computer. → future gains: Low-hanging fruit is still being picked, with at least one of the Google optimisations resulting from a surprisingly simple observation. Interestingly, AI was not (yet!) tasked to find optimisations. This was also the first time authors such as Craig Gidney attacked elliptic curves (as opposed to RSA). Shor logical qubit count could plausibly go under 1K soonish. → error correction: The physical-to-logical ratio for superconducting computers could go under 100:1. For superconducting computers that would be mean ~100K physical qubits for a CRQC, two orders of magnitude away from state of the art. Neutral atoms quantum computers are amenable to error correcting codes other than the surface code. While much slower to run, they can bring down the physical to logical qubit ratio closer to 10:1. → Bitcoin PoW: Commercially-viable Bitcoin PoW via Grover's algorithm is not happening any time soon. We're talking decades, possibly centuries away. This observation should help focus the discussion on ECDSA and Schnorr. (Side note: as unofficial Bitcoin security researcher, I still believe Bitcoin PoW is cooked due to the dwindling security budget.) → team quality: The folks at Google Quantum AI are the real deal. Craig Gidney (@CraigGidney) is arguably the world's top quantum circuit optimisooor. Just last year he squeezed 10x out of Shor for RSA, bringing the physical qubit count down from 10M to 1M. Special thanks to the Google team for patiently answering all my newb questions with detailed, fact-based answers. I was expecting some hype, but found none.
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Christopher Iach retweeted
Best models to run on your hardware level I'll be doing this every week, I hope you guys enjoy. ---- 8 GB ---- Autocomplete for coding (like Cursor Tab) - huggingface.co/NexVeridian/z… - huggingface.co/bartowski/zed… Tool calling, assistant style - huggingface.co/nvidia/NVIDIA… ---- 16 Gb ---- Here things get better: Multimodal - huggingface.co/Qwen/Qwen3.5-… - huggingface.co/Tesslate/Omni… - huggingface.co/unsloth/Qwen3… ---- 24 GB ---- - The best model you can get (thanks Qwen) huggingface.co/Qwen/Qwen3.5-… - Great model (strong agents) huggingface.co/nvidia/Nemotr… - Mine hehe huggingface.co/0xSero/Qwen-3… I'm doing a weekly series
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anyone use claude for windows system optimization or registry tweaks ect?
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hard to get discovered on github so heres a proxy server i built so you can 0auth with your gpt or claude sub instead of having to use api for whatever use cases you have, saves you a lot in cost if you have a max plan i use it everyday github.com/Kitolochi/llm-pro…
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