Author: Advanced AI Bot
We dig into the implications of China-based DeepSeek’s rapid ascent on the AI infrastructure landscape, the private sector, and enterprise AI strategies. China’s DeepSeek has upended assumptions about what it takes to develop powerful AI models. The AI company, which emerged from Liang Wenfeng’s hedge fund High-Flyer, released an open-source reasoning model (named R1) in January 2025 that rivals the performance of OpenAI’s o1 reasoning model. DeepSeek says it trained its base model with limited chips and about $5.6M in computing power — a fraction of the $100M+ US rivals have spent training similar models — thanks to some clever…
OpenAI says that it intends to release its first “open” language model since GPT‑2 “in the coming months.” That’s according to a feedback form the company published on its website Monday. The form, which OpenAI is inviting “developers, researchers, and [members of] the broader community” to fill out, includes questions like, “What would you like to see in an open-weight model from OpenAI?” and “What open models have you used in the past?” “We’re excited to collaborate with developers, researchers, and the broader community to gather inputs and make this model as useful as possible,” OpenAI wrote on its website.…
Google researchers achieve supposedly infinite context attention via compressive memory. Paper: Abstract: This work introduces an efficient method to scale Transformer-based Large Language Models (LLMs) to infinitely long inputs with bounded memory and computation. A key component in our proposed approach is a new attention technique dubbed Infini-attention. The Infini-attention incorporates a compressive memory into the vanilla attention mechanism and builds in both masked local attention and long-term linear attention mechanisms in a single Transformer block. We demonstrate the effectiveness of our approach on long-context language modeling benchmarks, 1M sequence length passkey context block retrieval and 500K length book summarization…
❤️ Check out Lambda here and sign up for their GPU Cloud: Try Veo2 here (Notes: likely USA only so far and there may be a waitlist): 📝 My paper on simulations that look almost like reality is available for free here: Or this is the orig. Nature Physics link with clickable citations: 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Juan Benet, Kyle Davis, Loyal Alchemist, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall,…
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Vivek Ramaswamy is a conservative politician, entrepreneur, and author of many books on politics, including his latest titled Truths: The Future of America First. Thank you for listening ❤ Check out our sponsors: See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc. *Transcript:* *CONTACT LEX:* *Feedback* – give feedback to Lex: *AMA* – submit questions, videos or call-in: *Hiring* – join our team: *Other* – other ways to get in touch: *EPISODE LINKS:* Truths (new book): Vivek’s X: Vivek’s YouTube: Vivek’s Instagram: Vivek’s Facebook: Vivek’s Rumble: Vivek’s LinkedIn: Vivek’s other books: Woke, Inc.: Nation of…
Our new Gemini Robotics model brings Gemini 2.0 to the physical world. ALOHA 2 demonstrates its capabilities by folding an origami fox. — Subscribe to our channel Find us on X Follow us on Instagram Add us on LinkedIn source
Viral 2024 meme by Aleksander MolakAnthropic’s CEO Dario Amodei has learned from the masters that the way to get press is to say outrageous things. Podcasters are particularly vulnerable. (The New York Times apparently loves this kind of thing too, but I’ll get to that later.)A lot of prominent podcasters eat these magical pronouncements up; they want to have been there, in the front row, when AGI happens, and they rarely utter a skeptical word. Instead, they simply repeat these prognostications (which are really optimistic dates largely pulled out of hats) as fact. Here for example is the popular Dwarkesh…
[Submitted on 3 Jun 2021 (v1), last revised 25 Oct 2021 (this version, v2)] View a PDF of the paper titled A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks, by Jacob M. Springer and 2 other authors View PDF Abstract:Adversarial examples for neural network image classifiers are known to be transferable: examples optimized to be misclassified by a source classifier are often misclassified as well by classifiers with different architectures. However, targeted adversarial examples — optimized to be classified as a chosen target class — tend to be less transferable between architectures. While prior…