sulaksana_ retweeted
Announcing Artificial Analysis Intelligence Index v5, featuring 2 new benchmarks and 3 upgrades. For the first time, the majority of the Index is built on private datasets
The Artificial Analysis Intelligence Index is our composite measure of model capabilities across tasks reflecting real-world usage today. v5 is our biggest upgrade since v4 launched in January. With v5, 60% of the Index is now based on evaluations with private test sets or held-out answers.
Alongside Intelligence Index v5, we’re launching the Artificial Analysis Progress Index v1, which tracks model capability over time on one continuous scale.
New to the Intelligence Index:
➤ FrontierCode 2.0: Cognition's newly-launched private benchmark of real-world coding tasks, graded on whether a repository maintainer would merge the agent's change
➤ Terminal-Bench-Science: 70 agentic scientific research tasks, run in a terminal environment
Upgraded:
➤ HLE-Diamond (replacing Humanity's Last Exam): a refined 1,000-question version of Humanity's Last Exam, split evenly between reasoning and knowledge questions
➤ AA-Omniscience v1.1: An updated dataset with saturated and public set questions removed, new questions added, and ambiguous or erroneous questions revised
➤ CritPt v2: a private, 40-question hard subset of CritPt v2, revised by the CritPt authors and run with a code-execution tool
Staying in the Index: AA-Briefcase, AutomationBench-AA, GDP.pdf and Terminal-Bench 4.0
Removed from the Index: GDPval-AA v2.1, SciCode, and AA-LCR v1.1
Key results:
➤ Claude Opus 5.5 (max) leads at 58, ahead of GPT-6 Astra (max, 57) and GPT-6.1 Sol (max, 55): Anthropic and OpenAI hold the top five models. Gemini 4 Argon (high) is next at 50
➤ The open weights gap widens from 3 points to 12: Kimi K3.1 Pro (weights not yet released) is the top open weights model at 46. Among released weights, DeepSeek V4.1 Flash 1017 (max) and GLM-5.3 (max) lead at 32 - 26 points behind the leader and below Claude Haiku 5.5 (max, 36)
➤ Cost per task varies by more than 13x among the leading models: of the 10 highest-scoring models shown, GPT-6.1 Terra (max) is the cheapest at $0.96 per Intelligence Index task and Claude Fable 5.1 (max) the most expensive at $13.04
Uvdesk is an open source helpdesk software used by universities, companies, and agencies.
Anyone can email their support inbox a bad attachment, the system opens it on its own, and the attacker gets full control of the server.
Zero-click remote code execution.
0click 0auth RCE in uvdesk, found fully autonomously under project apex with @zauthinc.
73 days since disclosure and no response so heres the PSA and POC 🤷♂️
sulaksana_ retweeted
Watch it burn.
“FIRESTARTER” Music Video is out now // riot.com/FIRESTARTER-MV
#KDA #FIRESTARTER #CALLINGALLBLADES
FIRESTARTER MV
Today only:
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sulaksana_ retweeted
solana:DNhQZ1CE9qZ2FNrVhsCXwQJ2vZG8ufZkcYakTS5Jpump has lived 10 months in a space where most things don't survive 10 days.
My thesis is simple. AI has revolutionized the world of cybersecurity, and you can bet on this revolution with @zauthinc.
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I am not wrong. Just early.
sulaksana_ retweeted
Meet EmbeddingGemma 2, our first natively multimodal open model for on-device embeddings.
It expands beyond text to unify code, images, audio, and video in a shared space. 🧵
sulaksana_ retweeted
Meet Mistral Large 4, aka Le Chonk.
• 1T parameters, natively multimodal. 49B active.
It is the best open weights model from US or Europe on aggregated benchmarks.
• State-of-the-art on critical workloads, including cyber defense, manufacturing and finance and it surpasses closed frontier models on visual grounding.
• Forged in Europe end-to-end and is deployable from Europe via our own Mistral Cloud infrastructure.
• Available to all via API today. Working with cybersecurity partners privately.
Open weights release end of October.
🤖 Made with AI
When pentesting with zauth, you have two options.
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Nobody does a real pentest for 50-150 dollars. We make cybersecurity accessible.
Our smart contract audit engine found 70+ ETH drainable in a client's live contract.
Right now this engine is private, by contact only, but soon it will be self serve and fully autonomous. Upload the contract, get the audit.
Previously, smart contract auditing was limited to multi-week engagements and tens of thousands of dollars.
We put the most powerful tooling into your hands, for a fraction of the cost and time.
sulaksana_ retweeted
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI?
I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev
• 20-200x faster
• 40-400x cheaper (w/ output tokens free)
• Frontier composable intelligence optimized for decisions
AFAICT the shortest path to AI-based economic revolution





























