👀Starlink now operating on over 1000 aircraft, said Elon Musk.
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Answer AI released gpu.cpp
This is a really exciting project which provides a device-independent way to use GPU compute. No more writing separate code for CUDA, AMD, Mac, and Intel GPUs!
GitHub.
This is a really exciting project which provides a device-independent way to use GPU compute. No more writing separate code for CUDA, AMD, Mac, and Intel GPUs!
GitHub.
Answer.AI
gpu.cpp: portable GPU compute for C++ with WebGPU – Answer.AI
Practical AI R&D
OpenAI to further block access by mainland China, Hong Kong-based developers
The move is set to deal a blow to Chinese companies developing services based on OpenAI’s LLM Llama-3.1.
A number of AI start-ups in China are building apps based on OpenAI’s large models, which also generate revenue for OpenAI, the person said, adding that if OpenAI strengthens its regulations, Chinese developers will have to turn to local alternatives.
Zhipu AI, one of China’s top generative AI start-ups, said it would help affected developers transfer to its platform.
For more on startups, and open source LLMs in China, see.
The move is set to deal a blow to Chinese companies developing services based on OpenAI’s LLM Llama-3.1.
A number of AI start-ups in China are building apps based on OpenAI’s large models, which also generate revenue for OpenAI, the person said, adding that if OpenAI strengthens its regulations, Chinese developers will have to turn to local alternatives.
Zhipu AI, one of China’s top generative AI start-ups, said it would help affected developers transfer to its platform.
For more on startups, and open source LLMs in China, see.
South China Morning Post
OpenAI curbs access by mainland China, Hong Kong-based developers
The move is set to deal a blow to Chinese companies developing services based on OpenAI’s large language models.
⚡️Google presented the first AI to solve International Mathematical Olympiad problems at a silver medalist level
It combines AlphaProof, a new breakthrough model for formal reasoning, and AlphaGeometry 2, an improved version of previous system.
It combines AlphaProof, a new breakthrough model for formal reasoning, and AlphaGeometry 2, an improved version of previous system.
Google DeepMind
AI achieves silver-medal standard solving International Mathematical Olympiad problems
Breakthrough models AlphaProof and AlphaGeometry 2 solve advanced reasoning problems in mathematics
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⚡️OpenAI is entering the search market. 10,000 test users will get early access.
They ’re testing SearchGPT, a temporary prototype of new AI search features.
They ’re testing SearchGPT, a temporary prototype of new AI search features.
Openai
SearchGPT is a prototype of new AI search features
We’re testing SearchGPT, a temporary prototype of new search features that give you fast and timely answers with clear and relevant sources.
Unlock the Future of Mobile AI!
Salesforce introduced MobileAIBench is a new open source framework for assessing mobile-readiness of your LLMs and LMMs.
Quickly and easily test your models on a variety of benchmarks spanning NLP, multimodality, and trust & safety. Using iOS app, test your model’s on-device performance such as memory consumption, latency etc.
Code.
Salesforce introduced MobileAIBench is a new open source framework for assessing mobile-readiness of your LLMs and LMMs.
Quickly and easily test your models on a variety of benchmarks spanning NLP, multimodality, and trust & safety. Using iOS app, test your model’s on-device performance such as memory consumption, latency etc.
Code.
arXiv.org
MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases
The deployment of Large Language Models (LLMs) and Large Multimodal Models (LMMs) on mobile devices has gained significant attention due to the benefits of enhanced privacy, stability, and...
MintNeuro will be making its first function-specific integrated circuits available to selected partners for evaluation in the coming months
These compact, low-power mixed-signal integrated circuits are designed specifically with implantable closed loop #Neurotech and #Bioelectronics applications in mind.
These compact, low-power mixed-signal integrated circuits are designed specifically with implantable closed loop #Neurotech and #Bioelectronics applications in mind.
mintneuro
MintNeuro launches EXPLORE — mintneuro
New paper on end-to-end deep learning for relational databases
RDL learns directly on structured data across multiple tables, eliminates the need for feature engineering, and extends AI use cases to personalization, fraud, forecasting and others:
- Deep representation learning on across multiple tables, eliminating the need for single-table feature engineering.
- Launching RelBench, a new benchmark and testing suite to facilitate research.
RDL learns directly on structured data across multiple tables, eliminates the need for feature engineering, and extends AI use cases to personalization, fraud, forecasting and others:
- Deep representation learning on across multiple tables, eliminating the need for single-table feature engineering.
- Launching RelBench, a new benchmark and testing suite to facilitate research.
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Morgan Stanley: Nvidia anticipates shipping 60,000 to 70,000 B200 server cabinets, each priced between $2 million and $3 million next year
It translates to an estimated annual revenue of at least $210 billion from these machines.
It translates to an estimated annual revenue of at least $210 billion from these machines.
Tom's Hardware
Nvidia and partners could charge up to $3 million per Blackwell server cabinet — analysts project over $200 billion in revenue…
The industry is going to need 60,000 – 70,000 B200-based servers.
Mistral dropped Large 123B—Dense, multilingual (12 languages), and 128K context.
Comes as instruct-only model checkpoint, with performance less than 405B but higher than L3.1 70B. Released under non-commercial license.
Comes as instruct-only model checkpoint, with performance less than 405B but higher than L3.1 70B. Released under non-commercial license.
huggingface.co
mistralai/Mistral-Large-Instruct-2407 · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Stanford Engineering and Toyota Research achieved the world’s first autonomous tandem drift.
By leveraging the latest AI tech and robotics — this research opens up new possibilities for future safety systems and making driving safer for all.
By leveraging the latest AI tech and robotics — this research opens up new possibilities for future safety systems and making driving safer for all.
Stanford University School of Engineering
AI-directed, driverless drift: Stanford Engineering and Toyota Research Institute achieve autonomous milestone
If self-driving vehicles can navigate this complex road challenge safely, the learnings could help advance the safety of automated driving in urban scenarios.
Apple Intelligence is here to test…but only as a beta within the iOS 18.1 developer beta, with no ChatGPT or GenMoji/Image Playground yet.
CNET
Apple Intelligence Features Like ChatGPT Hit iPhones in iOS 18.2 Beta
You can try out the beta version of Apple's generative AI with an iPhone 15 Pro or any iPad or Mac with an M1 chip or later. Here's everything to know about Apple Intelligence.
OpenAI released a 64k output version of GPT-4o.
It's equivalent to 115,000 words or a 300-page-long book.
It's equivalent to 115,000 words or a 300-page-long book.
Openai
GPT-4o Long Output
OpenAI is offering an experimental version of GPT-4o with a maximum of 64K output tokens per request.
Synchron has connected its brain implant to Apple's Vision Pro headset in an industry first.
This means It’s now possible for patients with limited physical mobility to control the device using only their thoughts.
This means It’s now possible for patients with limited physical mobility to control the device using only their thoughts.
CNBC
Neuralink rival Synchron's brain implant now lets people control Apple's Vision Pro with their minds
Neuralink competitor Synchron announces integration with Apple Vision Pro.
Applications for AI Grant's newest batch are open until August 9th!
Apply at aigrant.com - there's never been a better time to build things!
Apply at aigrant.com - there's never been a better time to build things!
Aigrant
AI Grant
It's time for AI-native products!
👀 So this is big: "In a series of tightly controlled and high-powered experimental studies, researchers find compelling evidence that AI companions can indeed reduce loneliness."
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This is quite innovative. DeepMind's new architecture, PEER, uses over a million tiny neural networks instead of large feedforward layers in transformers.
It builds on the Mixture of Experts (MoE) principle but takes it further with the Product Key Memory technique to select relevant experts efficiently.
PEER outperforms transformers in efficiency and can constantly learn new information.
It builds on the Mixture of Experts (MoE) principle but takes it further with the Product Key Memory technique to select relevant experts efficiently.
PEER outperforms transformers in efficiency and can constantly learn new information.
❤3
Hey students!This is your chance: next week Sequoia Capital hosting Summer Five Minute Pitch Contest— 20 student founders and 20 ideas, each with exactly 5 minutes to give Sequoia's partners a reason to invest.
Crush your speed pitch, and you'll be invited to a full, thirty-minute pitch slot with a Sequoia partner.
Crush your full pitch and you might just get an investment.
Applications are live— and they close this Thursday at 5:00 PST. Don’t miss your chance to shine!
Crush your speed pitch, and you'll be invited to a full, thirty-minute pitch slot with a Sequoia partner.
Crush your full pitch and you might just get an investment.
Applications are live— and they close this Thursday at 5:00 PST. Don’t miss your chance to shine!
Google Docs
Sequoia Summer '24 Five Minute Pitch Application
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PyTorch introduced torchchat 🔥
A lightweight library to run LLMs locally across mobile, desktop and laptops powered by PyTorch.
Export models to desktop and mobile apps (without python), providing a native alternative to llama.cpp and other great projects in this space.
The exported models are compiled (using torch.compile) and are competitive on speed and memory use.
A lightweight library to run LLMs locally across mobile, desktop and laptops powered by PyTorch.
Export models to desktop and mobile apps (without python), providing a native alternative to llama.cpp and other great projects in this space.
The exported models are compiled (using torch.compile) and are competitive on speed and memory use.
PyTorch
Introducing torchchat: Accelerating Local LLM Inference on Laptop, Desktop and Mobile
Today, we’re releasing torchchat, a library showcasing how to seamlessly and performantly run Llama 3, 3.1, and other large language models across laptop, desktop, and mobile.
Cyber_Risks_and_GenAI_1722507722.pdf
550.9 KB
Cyber risks and GenAI. MAS has published an information paper on Cyber Risks Associated with GenAI
Highlights
1. This paper aims to raise FIs’ awareness by providing an overview of key cyber and technology related threats arising from GenAI, the associated risk implications, and some of the mitigation measures that FIs could take to address the risks.
2. Specifically, section 2 details how GenAI can be used by threat actors, in the form of deepfakes and GenAI-enabled phishing, as well as malware generation and enhancement.
Section 3 covers the threats and risks on GenAI deployments, namely, unauthorised information disclosure and data leakage, as well as GenAI model and output manipulation. A summary of the identified threats and their countermeasures can be found in the Appendix.
Highlights
1. This paper aims to raise FIs’ awareness by providing an overview of key cyber and technology related threats arising from GenAI, the associated risk implications, and some of the mitigation measures that FIs could take to address the risks.
2. Specifically, section 2 details how GenAI can be used by threat actors, in the form of deepfakes and GenAI-enabled phishing, as well as malware generation and enhancement.
Section 3 covers the threats and risks on GenAI deployments, namely, unauthorised information disclosure and data leakage, as well as GenAI model and output manipulation. A summary of the identified threats and their countermeasures can be found in the Appendix.
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Black Forest Labs team (of Stable Diffusion fame) launched open sourced FLUX.1 image gen model looks very strong, main page with examples.
Clean/readable (inference) code on GitHub.
Clean/readable (inference) code on GitHub.
bfl.ai
Black Forest Labs - Frontier AI Lab
Cutting-edge generative AI models from Black Forest Labs.