Tootfinder

“AI can make mistakes, and it cannot replace the experience of reading an article in full. But we do believe it will help you find, understand and use ACM content both more quickly and more deeply.” https://dl.acm.org/generative-ai/summarizations
Why? Why?? WHY??? Has anybody aske…

Nifty preprint with an experiment coevolving Brassica rapa with pollinating, herbivorous butterflies. With bumblebee co-pollinators or heat stress added, the plants evolved stronger anti-herbivore defense; with both bees and heat, they evolved... to attract butterflies?
https://doi.org/10.1101/2025.11.06.686

UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
Jinchuan Tian, Sang-gil Lee, Zhifeng Kong, Sreyan Ghosh, Arushi Goel, Chao-Han Huck Yang, Wenliang Dai, Zihan Liu, Hanrong Ye, Shinji Watanabe, Mohammad Shoeybi, Bryan Catanzaro, Rafael Valle, Wei Ping
https://arxiv.org/abs/2510.12000

UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
Recent advances in the audio language modeling (ALM) domain tackle audio understanding and text-to-audio generation as separate tasks. Very few studies attempt to unify these tasks -- an essential step toward advanced multimodal reasoning. This paper introduces U}nified Audio Language Model (UALM), which aims to unify audio understanding, text-to-audio generation, and multimodal reasoning in a single model. To achieve this goal, we first present UALM-Gen, a text-to-audio language model that dir…

Docs: Oracle generated ~$900M from its Nvidia cloud server rental business, with a $125M gross profit, or a 14% margin, vs. its ~70% overall gross profit margin (The Information)
https://www.theinformation.com/articles/internal-oracl…

Internal Oracle Data Show Financial Challenge of Renting Out Nvidia Chips
Oracle became the best-performing megacap stock of 2025 after its executives said last month that the once-sleepy database firm will generate an astonishing $381 billion in revenue from renting out specialized cloud servers to OpenAI and other artificial intelligence developers over the next ...

Amazon mit neuem KI-Beschleuniger und künftig mit Nvidia-Technologie
AWS stellt mit Trainium3 einen viermal schnelleren und energieeffizienteren Chip vor. Ab der nächsten Chip-Generation kommt Nvidias NVLink Fusion zum Einsatz.

DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search
Kartik Narayan, Yang Xu, Tian Cao, Kavya Nerella, Vishal M. Patel, Navid Shiee, Peter Grasch, Chao Jia, Yinfei Yang, Zhe Gan
https://arxiv.org/abs/2510.12801

DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search
Multimodal Large Language Models (MLLMs) in real-world applications require access to external knowledge sources and must remain responsive to the dynamic and ever-changing real-world information in order to address information-seeking and knowledge-intensive user queries. Existing approaches, such as retrieval augmented generation (RAG) methods, search agents, and search equipped MLLMs, often suffer from rigid pipelines, excessive search calls, and poorly constructed search queries, which resu…

Jensen Huang says AMD's deal to offer 10% of itself to OpenAI is "surprising" and "imaginative" considering AMD was "so excited about" its next-generation chip (Annie Palmer/CNBC)
https://www.cnbc.com/2025/10/08/nvidia-huang-amd-open-ai.html

Nvidia's Huang says he's surprised AMD offered 10% of the company in 'clever' OpenAI deal
The deal includes a warrant for OpenAI to buy up to a 10% stake in AMD.

Google says Ironwood, its seventh-gen TPU, will launch in the coming weeks and is more than 4x faster than its sixth-gen TPU; it comes in a 9,216-chip config (CNBC)
https://www.cnbc.com/2025/11/06/google-unveils-ironwood-seventh-gener…

Google's rolling out its most powerful AI chip, taking aim at Nvidia with custom silicon
Google says Ironwood, the seventh generation of its Tensor Processing Unit, is more than four times faster than its predecessor chip.

Nvidia reports Q3 revenue up 62% YoY to $57.01B, vs. $54.92B est., Data Center revenue up 66% to $51.2B, and net income up 65% to $31.9B (Kif Leswing/CNBC)
https://www.cnbc.com/2025/11/19/nvidia-nvda-earnings-report-q3-2026.html

Nvidia shares rise on stronger-than-expected revenue, forecast
Nvidia CEO Jensen Huang said sales for the company's current-generation GPU, called Blackwell, are "off the charts."

Nvidia says it is "delighted by Google's success" and it has "made great advances in AI and we continue to supply to Google", but "Nvidia is a generation ahead" (@nvidianewsroom)
https://x.com/nvidianewsroom/status/1993364210948936055

NVIDIA Newsroom (@nvidianewsroom) on X
We’re delighted by Google’s success — they’ve made great advances in AI and we continue to supply to Google. NVIDIA is a generation ahead of the industry — it’s the only platform that runs every AI model and does it everywhere computing is done. NVIDIA offers greater