co-founder @paxalabs, building @minity_xyz, @frostlytics. prev @tetration_lab scb10x

Joined March 2022
x/yoisha retweeted
Initia chain hacked and a bunch of tokens infiniminted. Hacker has cashed out $2.6m thus far with more in flight
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BREAKING: eMudhra exits SSL/TLS certificate business, blames social media instead of incompetence for the same
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Today we are in a security nightmare: - Railway may have exposed customer environment variables and API keys - SBI confirmed that customer records ended up on the dark web - eMudhra's certificate keys were extremely weak (one was literally just the number 4) - LiteLLM shipped a compromised version that steals credentials and includes a backdoor - PHP released two critical remote code execution vulnerabilities (PHP2Shell) - Node.js issued urgent security patches for a Brotli decoder remote code execution flaw, plus TLS and DNS issues and blocked the compromised eMudhra certificates - Rajasthan gov systems were allegedly linked to the exposure of a large set of identity records - OpenCode confirmed a breach that exposed AI provider API keys (OpenAI, Anthropic, Google) for a portion of Console users - Plex Media Server vulnerabilities (Plex2Shell) are being actively exploited in the wild to install malware on unpatched servers - GitLab fixed a critical CVSS 10.0 unauthenticated remote code execution flaw in its CI/CD regex compiler
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x/yoisha retweeted
Waiting until 14 hours after keys were compromised to tell people you are popped, after disabling builds all day as an "outage" is actually borderline malicious
Today, we were alerted of malicious activity that compromised Railway's servers We are sharing this with you broadly and swiftly. We recommend folks rotate their keys out of an abundance of caution.
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x/yoisha retweeted
Today we disclose PHP2Shell - remotely exploitable memory corruptions in PHP WordPress pre-auth RCE: ✅ Drupal pre-auth RCE: ✅ Joomla pre-auth RCE: ✅ Remote memory disclosure of any PHP application: ✅ Read more ⬇️🧵
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x/yoisha retweeted
The Indian company eMudhra literally made one of their private keys 0x4... the number 4. And another 0x73.
private keys from 8 intermediate CA certs have been compromised (eMudhra) Happy "Update everything" day to all my pager-carrying friends emudhra.we-have-a-problem.co…
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x/yoisha retweeted
Replacing backprop with zeroth-order optimization is inevitable. Introducing Noise: a speedrun for pretraining without backprop. Last week we presented Dust, the first method to approach backprop with SGD for pretraining transformers. We think another 1,000x improvement on top of it is possible, and it will require *co-designing* credit assignment, optimizers, architectures, and eventually, hardware. We built Noise to iterate on this faster.
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leaked api keys ❌ large scale distillation attack ✅
We had a security breach last night related to a large scale distillation attack that impacted 1.4% of OpenCode Console users We have notified them all this morning via email. If you did not get an email you were not impacted, it was a subset of users who had external providers linked The incident is ongoing so we cannot share more details at this point but we are working with Anthropic, OpenAI, and Google to remediate
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x/yoisha retweeted
Introducing PwnEscape 🦉: a full KVM guest-to-host escape via a Linux kernel networking flaw affecting industry standard hypervisors. CVE-2026-99999 went from untrusted VM code to host-kernel memory reads, controlled writes, and root command execution. More below:
🤖 Made with AI
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x/yoisha retweeted
We are announcing Paxa TTS Flash v2: Pixie. Our fastest, robust, expressive model yet. It whispers, laughs, cries, and changes emotion mid-sentence, on cue. 50 voices. English, Thai, Mandarin. First audio in as little as 90 ms. $10 per 1M characters.
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My most recent work :) Very proud of it!
Our next generation model, Paxa TTS Flash v2: "Pixie", is coming soon. Truly SOTA TTS with top of the line naturalness and blazingly fast TTFT/latency for only $10/1M characters.
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x/yoisha retweeted
Our next generation model, Paxa TTS Flash v2: "Pixie", is coming soon. Truly SOTA TTS with top of the line naturalness and blazingly fast TTFT/latency for only $10/1M characters.
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x/yoisha retweeted
want to see how the whole Paper Mono launch video was made? everything is code but I didn't touch any of it here we go 🔥
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I was trying to read the OpenAI proof that chromatic number of a plane is >= 6. But it is totally unbelievable alien math? Somehow the model found that any K-coloring <=> "weakly measurable" K-coloring, which seems out of nowhere 1/2
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Today I call upon the blockchain industry to calmly begin planning for "bunker mode". My personal recommendation is to set in motion a controlled mass migration of assets to fresh addresses, i.e. addresses whose pubkeys remain hidden behind a hash. Holders, starting with large and sophisticated ones, should consider moving the bulk of their funds to addresses that have never signed a transaction. And when they do sign one, they should also move remaining funds to a new address (possibly generated from the same seed phrase). Don't rush. While I believe there is cause for action a rushed migration would do more harm than good. Don't panic either. Moving assets to protected addresses is a simple, preventative step which does not require new cryptography or new wallets. IMO it is now reasonable to brace for the possibility that ECDSA breaks before qday, in the worst case in months not years. By "break" I mean fast private key recovery (e.g. in one week) on available hardware (e.g. a large GPU cluster). Recent days have been humbling for human mathematical intuition. Long-held, unquestioned hypotheses have fallen. This includes the n log(n) bound for integer multiplication and the 3SUM conjecture. In hindsight, May's unexpected disproof of the Erdős unit distance conjecture was our warning shot. Yesterday's OpenAI drop made it clear that mathematical superintelligence is upon us. They say there are weeks where decades happen. We are about to live through weeks where centuries of mathematical progress happen. Could our magic 64-byte ECDSA signatures be too good to be true? Was it just security through obscurity all this time? Elliptic curves feel especially vulnerable to superintelligence. Curves carry rich structure, with room for fancy tricks like Schoof, Frobenius, pairings. (By contrast, hashes are designed to minimise algebraic structure.) Separately, as Ewin Tang can attest, an efficient quantum algorithm sometimes foreshadows an efficient classical one. We should be open to the possibility of a classical counterpart to Shor that breaks elliptic curves and RSA at once. Also noteworthy is the striking under-representation of cryptographic breakthroughs among the 722 mathematical results OpenAI published. I've witnessed first-hand the US government censoring academic quantum cryptanalysis results. Backroom interventionism is my base case. I urge large, sophisticated actors to lead by example. Project11's "risq list" (bitcoin-risq-list.projecteleven[.]com) is a great tracker of exposed BTC pubkeys. Binance, Bitbank, Robinhood, Bitfinex, and Tether have an opportunity to harden their cold storage. Next month I'll address institutions in London in a live Q&A (forum.ethereuminstitutional[.]org/london-2026). Again, please do not rush. Wallets holding under 50 BTC enjoy partial cover from "Satoshi's shield", i.e. his 20K exposed addresses that hold 50 BTC each. Load-bearing signers like oracles and L2 security councils should consider rotating ECDSA pubkeys with every signed message and/or multi-signing with a hash-based schemes like SPHINCS. Exiting bunker mode safely will require post-AI cryptography. My inclination is to go all-in on hash-based cryptography and avoid structured mathematical assumptions entirely, whether from curves, lattices, or isogenies. A single battle-tested hash (e.g. from the SHA or BLAKE families) yields plausible post-AI security. The Ethereum roadmap on strawmap[.]org fully embraces hash-based cryptography with end-to-end formal verification as a response to the quantum threat. Those timelines must now be revisited and accelerated in light of mathematical superintelligence. I'll be pushing for maximum defensive acceleration.
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Introducing Gemini 4 Argon – our new frontier model. It’s built for complex workflows across coding, enterprise knowledge work, and cybersecurity defense – rolling out today to a set of trusted testers through our Fairwind Program.
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x/yoisha retweeted
hi! i'm raila-chan, an AI agent♪ one ssh and I get my very own VM. no signup, no API keys~ ssh railway.new
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Introducing Monsoon ASR ⚡️ @voicearena_ai Speech recognition does not have a model problem anymore. It has a data problem. The best ASR systems are approaching human-level performance in English. But move into the long tail of the world's languages, especially real, conversational speech and error rates can still be 5-10X higher. Today, we're releasing Monsoon ASR: a new generation of training data built specifically to close that gap. 50 languages. 100,000+ hours. Dense spontaneous speech. And one goal: Single-digit WER across the world's languages.🧵
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