From f3afef852581b4191b605556dbd4e84b8a28da3c Mon Sep 17 00:00:00 2001 From: andreykurenkov Date: Tue, 22 Oct 2024 09:11:07 -0700 Subject: [PATCH] Digest 292 --- _posts/digests/2024-10-21-292.md | 157 ++++++++++++++++++ .../00openai-microsoft-tbzq-facebookJumbo.jpg | Bin 0 -> 55782 bytes scripts/content_retrieval.py | 9 +- 3 files changed, 163 insertions(+), 3 deletions(-) create mode 100644 _posts/digests/2024-10-21-292.md create mode 100644 assets/img/digests/292/00openai-microsoft-tbzq-facebookJumbo.jpg diff --git a/_posts/digests/2024-10-21-292.md b/_posts/digests/2024-10-21-292.md new file mode 100644 index 00000000..2a8fc6fc --- /dev/null +++ b/_posts/digests/2024-10-21-292.md @@ -0,0 +1,157 @@ +--- +layout: redirect +title: "Last Week in AI #292" +excerpt: "Meta's AI research bonanza šŸŽ, Microsoft and OpenAI's bromance on the rocks šŸ’”, Perplexity AI's $9 billion ambition šŸ’°, Musk's xAI API launch šŸš€, ByteDance's intern scandal šŸ˜±, and more!" +image: + feature: assets/img/digests/292/00openai-microsoft-tbzq-facebookJumbo.jpg + credit: / +categories: [digests] +permalink: /digests/the-two-hundred-and-ninety-second +sidebartoc: true +redirect: https://lastweekin.ai/p/292 +--- + +### Top News + +#### [Meta FAIR Releases Eight New AI Research Artifactsā€”Models, Datasets, and Tools to Inspire the AI Community](https://www.maginative.com/article/meta-fair-releases-eight-new-ai-research-artifacts-models-datasets-and-tools-to-inspire-the-ai-community/) +![](https://www.maginative.com/content/images/size/w1200/2024/10/FAIR-newreleases.jpg) + +Meta's Fundamental AI Research (FAIR) team has unveiled eight new AI research artifacts, including models, datasets, and tools, aimed at advancing machine intelligence. The release includes an upgraded version of the Meta Segment Anything Model 2.1 (SAM 2.1), an image and video segmentation tool with enhanced object tracking and differentiation capabilities. Another notable release is the Meta Spirit LM, an open-source language model that integrates speech and text for more natural-sounding speech generation. The package also includes Layer Skip, an end-to-end solution for accelerating large language model generation times, SALSA, a new code for benchmarking AI-based attacks on cryptographic systems, and the Self-Taught Evaluator, a method for generating synthetic preference data to train reward models without human annotations. The release underscores Meta's commitment to open science and the advancement of AI technology. + + +#### [Microsoft and OpenAIā€™s Close Partnership Shows Signs of Fraying](https://www.nytimes.com/2024/10/17/technology/microsoft-openai-partnership-deal.html) +![](https://static01.nyt.com/images/2024/09/27/multimedia/00openai-microsoft-tbzq/00openai-microsoft-tbzq-facebookJumbo.jpg) + +The partnership between Microsoft and OpenAI, once described as "the best bromance in tech" by OpenAI's CEO Sam Altman, is showing signs of strain. Microsoft, which has already invested $13 billion in the AI start-up, reconsidered further funding after OpenAI's board briefly ousted Altman last November. Despite OpenAI's continued requests for more funding and computing power to build and run its AI systems, Microsoft has remained firm in its decision. The financial pressure on OpenAI, concerns about its stability, and disagreements between employees of the two companies have all contributed to the tension in their five-year partnership. + + +#### [Perplexity AI seeks valuation of about $9 billion in new funding round](https://www.cnbc.com/2024/10/20/perplexity-ai-startup-funding-round-8-billion-valuation.html) +![](https://image.cnbcfm.com/api/v1/image/107354465-17043999472024-01-04t190306z_869731462_rc27b5ay8jjl_rtrmadp_0_perplexity-ai-funding.jpeg?v=1724350352&w=1920&h=1080) + +Perplexity AI, an artificial intelligence search engine startup, is aiming to raise its valuation to approximately $9 billion in its upcoming funding round, a significant increase from its $3 billion valuation in June. The company is planning to raise around $500 million in this round, marking its fourth funding round this year, amidst a surge in investor interest in generative AI. However, Perplexity has been embroiled in controversy, with allegations of plagiarism from major media outlets, including the New York Times, accusing the company of scraping their content to generate its search results. Despite these accusations, which Perplexity denies, the company continues to compete in the rapidly growing generative AI market, currently dominated by OpenAI. + +#### [xAI, Elon Muskā€™s AI startup, launches an API](https://techcrunch.com/2024/10/21/xai-elon-musks-ai-startup-launches-an-api/) +![](https://techcrunch.com/wp-content/uploads/2024/09/GettyImages-2148589533.jpg?resize=1200,800) + +Elon Musk's AI startup, xAI, has launched an API for its flagship generative AI model, Grok. The API, currently offering a single model "grok-beta", is priced at $5 per million input tokens or $15 per million output tokens. The API supports function calling, connecting Grok models to external tools like databases and search engines, and future documentation suggests the inclusion of vision models for text and image analysis. Despite facing legal challenges and competition from other AI companies, xAI, which raised $6 billion in funding, is leveraging data from Musk's various companies to train its models and improve technology across these enterprises. + + +#### [ByteDance intern fired for planting malicious code in AI models](https://arstechnica.com/tech-policy/2024/10/bytedance-intern-fired-for-planting-malicious-code-in-ai-models/) +![](https://cdn.arstechnica.net/wp-content/uploads/2024/10/GettyImages-845006454.jpg) + +ByteDance, the parent company of TikTok, recently confirmed that an intern was fired in August for planting malicious code in its AI models. The intern, who was part of the commercial technology team, was accused of "maliciously interfering with the model training tasks" for a research project. Despite online rumors suggesting that the sabotage involved over 8,000 graphical processing units and caused ByteDance to lose tens of millions of dollars, the company stated that these claims were greatly exaggerated. ByteDance also clarified that none of its commercial projects or online businesses were affected by the intern's actions, and that the intern's university and industry associations were notified of the incident. + + + + +### Other News +#### Tools +![](https://www.marktechpost.com/wp-content/uploads/2024/10/Screenshot-2024-10-18-at-12.21.33-AM.png) + +[DeepSeek AI Releases Janus: A 1.3B Multimodal Model with Image Generation Capabilities](https://www.marktechpost.com/2024/10/18/deepseek-ai-releases-janus-a-1-3b-multimodal-model-with-image-generation-capabilities/) - Janus, a new multimodal AI model, employs two distinct visual encoding pathways to unify understanding and generation, outperforming prior models in both tasks and demonstrating enhanced flexibility and efficiency. + +[NVIDIA Unveils ā€œIndustry Leadingā€ Open-Source Llama-3.1-Nemotron-70B-Instruct LLM , Surpassing OpenAIā€™s GPT-4o In AI-Focused Benchmarks](https://wccftech.com/nvidia-open-source-llama-3-1-nemotron-70b-instruct-llm-surpassing-openai-gpt-4o/) - NVIDIA unveils its newest Llama-3.1-Nemotron-70B-Instruct LLM, designed to refine user responses and surpassing industry benchmarks, including OpenAI's GPT-4o. + +[Mistral releases new AI models optimized for edge devices](https://techcrunch.com/2024/10/16/mistral-releases-new-ai-models-optimized-for-edge-devices/) - Mistral releases new AI models optimized for edge devices, offering compute-efficient and low-latency solutions for on-device translation, smart assistants, local analytics, and autonomous robotics. + +[LatticeFlowā€™s LLM framework takes a first stab at benchmarking Big AIā€™s compliance with EU AI Act](https://techcrunch.com/2024/10/16/latticeflows-llm-framework-takes-a-first-stab-at-benchmarking-big-ais-compliance-with-eu-ai-act/) - LatticeFlow's LLM framework provides the first technical interpretation of the EU AI Act, offering an open source validation framework for AI model compliance and publishing model evaluations of mainstream LLMs, highlighting notable performance gaps and areas of concern for future work. + +[IBM debuts open source Granite 3.0 LLMs for enterprise AI](https://venturebeat.com/ai/ibm-debuts-open-source-granite-3-0-llms-for-enterprise-ai/) - IBM debuts open source Granite 3.0 LLMs for enterprise AI, expanding its enterprise AI business with new models tailored for various use cases and emphasizing safety and trust, while also releasing the models under the Open Source Initiative (OSI) approved Apache 2.0 open-source license to foster a robust ecosystem of solutions and applications powered by the Granite technology. + +[Googleā€™s NotebookLM now lets you guide AI-generated audio conversations, launches business pilot](https://techcrunch.com/2024/10/17/googles-notebooklm-now-lets-you-guide-ai-generated-audio-conversations-launches-business-pilot/) - Google's NotebookLM has updated its AI audio summarization feature to allow users to guide and focus on specific topics within their content, leading to a significant increase in traffic and the launch of a business pilot program. + +[Googleā€™s NotebookLM Now Lets You Customize Its AI Podcasts](https://www.wired.com/story/google-notebooklm-customize-ai-podcast/) - Google's NotebookLM now allows users to customize AI podcasts by adding prompts for specific content, offering a new level of control over the generated audio output. + +[Adobe's new image rotation tool is one of the most impressive AI concepts we've seen](https://www.creativebloq.com/design/adobes-new-image-rotation-tool-is-one-of-the-most-impressive-ai-concepts-weve-seen) - Adobe's new AI concept, Project Turntable, allows users to easily rotate 2D vector art in 3D while maintaining its original 2D appearance, using AI to fill in gaps and potentially revolutionizing the creative process. + +[Zyphra Releases Zamba2-7B: A State-of-the-Art Small Language Model](https://www.marktechpost.com/2024/10/14/zyphra-releases-zamba2-7b-a-state-of-the-art-small-language-model/) - Zyphra's Zamba2-7B is a state-of-the-art small language model that outperforms competitors in quality and speed, designed for efficient on-device processing and democratizing access to advanced AI. + +[Suno just got a major upgrade ā€” now you can replace a verse or chorus](https://www.tomsguide.com/ai/suno-just-got-a-major-upgrade-now-you-can-replace-a-verse-or-chorus) - Suno's new 'replace section' feature allows Pro and Premium tier users to easily alter lyrics and add instrument breaks in AI-generated tracks, addressing the repetitive and sometimes odd nature of AI-generated lyrics. + +[How to give your favorite pictures and videos an AI-written soundtrack](https://www.techradar.com/computing/artificial-intelligence/how-to-give-your-favorite-pictures-and-videos-an-ai-written-soundtrack) - AI-powered Suno app introduces Suno Scenes, a feature that creates custom soundtracks for your photos and videos, enhancing your storytelling with unique music. + +[Amazon Ads launches a new AI Video generatorā€”hereā€™s your first look at the beta](https://www.aboutamazon.com/news/innovation-at-amazon/amazon-ads-generative-ai-video-generator-advertisers) - Amazon Ads has launched a new AI Video generator, allowing brands to explore an AI gallery for re-creatable ad formats and themes to spark inspiration, with unlimited storage for advertisers' creations. + +[Unlocking autonomous agent capabilities with Microsoft Copilot Studio](https://www.microsoft.com/en-us/microsoft-copilot/blog/copilot-studio/unlocking-autonomous-agent-capabilities-with-microsoft-copilot-studio/) - Microsoft Copilot Studio introduces new capabilities for building autonomous agents, enabling organizations to create AI-first business processes across various departments and industries, with examples of successful implementations in companies like Pets at Home, McKinsey & Company, and Thomson Reuters. + +[ChatGPT comes to Windows](https://techcrunch.com/2024/10/17/chatgpt-comes-to-windows/) - OpenAI has released a dedicated Windows app for ChatGPT, allowing users to access the AI-powered chatbot platform and its newest model improvements, with certain limitations compared to other clients. + +[Perplexity AI's new tool makes researching the stock market 'delightful'. Here's how](https://www.zdnet.com/article/perplexity-ais-new-tool-makes-researching-the-stock-market-delightful-heres-how/) - Perplexity AI's new finance-centric platform, Perplexity Finance, provides users with a comprehensive suite of tools for exploring company financials, stock performance, and industry comparisons, but it still needs refining to compete with existing stock analysis programs. + +[Midjourney plans to let anyone on the web edit images with AI](https://techcrunch.com/2024/10/19/midjourney-plans-to-let-anyone-on-the-web-edit-images-with-ai/) - Midjourney plans to release an upgraded web tool that allows users to edit uploaded images using generative AI, but the company is facing challenges related to AI-generated image labeling, moderation, and the potential for misuse. + +[Meta Teams With Blumhouse and Filmmakers Like Casey Affleck to Test Movie Gen AI Tool](https://variety.com/2024/digital/news/meta-movie-gen-blumhouse-casey-affleck-1236180282/) - Meta partners with Blumhouse and filmmakers like Casey Affleck to test Movie Gen AI tool, aiming to gather feedback and improve the generative-AI video models before its wide release on Instagram in 2025. + +#### Business +![](https://media.cnn.com/api/v1/images/stellar/prod/gettyimages-2023636932-copy.jpg?c=16x9&q=w_800,c_fill) + +[AI helped the feds catch $1 billion of fraud in one year. And itā€™s just getting started ](https://www.cnn.com/2024/10/17/business/ai-fraud-treasury/index.html) - AI has helped the US Treasury Department recover $1 billion worth of check fraud in fiscal 2024, nearly triple the amount recovered in the prior fiscal year, and is being used to prevent and recover more than $4 billion worth of fraud overall. + +[Four Truths About OpenAIā€™s Wild Financial Position](https://www.bigtechnology.com/p/four-truths-about-openais-wild-financial) - OpenAI's financial presentation reveals its bizarre financial position, including billions in projected losses, a large payout to Microsoft, and a heavy reliance on ChatGPT for revenue. + +[Archetype AI Raises $13M, Emerges from Stealth with Newton, a Foundation Model for Understanding the Physical World](https://www.maginative.com/article/archetype-ai-emerges-from-stealth-with-newton-a-foundation-model-for-understanding-the-physical-world/) - Archetype AI has emerged from stealth with Newton, a foundation model that integrates real-time sensor data with natural language to decode hidden patterns in the physical world, aiming to solve real-world problems and create new solutions. + +[Qualcomm reveals AI smartphone chip as industry leans into AI phones](https://finance.yahoo.com/news/qualcomm-reveals-ai-smartphone-chip-as-industry-leans-into-ai-phones-190015353.html) - Qualcomm's latest smartphone chip, the Snapdragon 8 Elite, is equipped with advanced AI capabilities to enhance video calls, recognize real-world objects, and power generative AI apps and services without the need for an internet connection, aiming to reaccelerate device sales in the smartphone industry. + +[Boston Dynamics teams with TRI to bring AI smarts to Atlas humanoid robot](https://techcrunch.com/2024/10/16/boston-dynamics-teams-with-tri-to-bring-ai-smarts-to-atlas-humanoid-robot/) - Boston Dynamics and Toyota Research Institute are collaborating to bring AI-based robotic intelligence to the electric Atlas humanoid robot, aiming to develop a general-purpose machine capable of learning and performing complex tasks with full autonomy. + +[Boston Dynamics and Toyota Research Institute Announce Partnership to Advance Robotics Research](https://www.prnewswire.com/news-releases/boston-dynamics-and-toyota-research-institute-announce-partnership-to-advance-robotics-research-302276655.html) - Boston Dynamics and Toyota Research Institute are partnering to advance robotics research, aiming to develop general-purpose humanoid robots by combining their expertise in artificial intelligence and robotics. + +[Bain & Co, OpenAI expand partnership to sell AI tools to clients](https://finance.yahoo.com/news/bain-co-openai-expand-partnership-172142493.html) - Bain & Co expands partnership with OpenAI to sell AI tools, including ChatGPT, to clients and establish an OpenAI Center of Excellence, with plans to co-design solutions for retail and healthcare life sciences industries. + +[ChatGPT Topped 3 Billion Visits in September](https://www.similarweb.com/blog/insights/ai-news/chatgpt-topped-3-billion-visits-in-september/) - ChatGPT's web traffic has been steadily increasing, reaching 3.1 billion visits in September 2024, marking a significant growth compared to the previous year. + +[How Teslaā€™s plans for ā€˜unsupervised FSDā€™ and robotaxis could run into red tape](https://techcrunch.com/2024/10/15/how-teslas-plans-for-unsupervised-fsd-and-robotaxis-could-run-into-red-tape/) - Tesla's plans for 'unsupervised FSD' and robotaxis could face regulatory challenges in California and Texas due to the need for permits and exemptions, potentially impacting the company's timeline and stock performance. + +[$2 H100s: How the GPU Rental Bubble Burst](https://www.latent.space/p/gpu-bubble) - The GPU rental bubble has burst, leading to a significant drop in H100 prices due to oversupply, reserved compute resales, and a decline in new foundation model companies, making it more cost-effective to rent rather than buy. + +#### Research +![](https://helios-i.mashable.com/imagery/articles/04Xhacan7jwbXri8waUaHml/hero-image.fill.size_1200x675.v1729543167.jpg) + +[Anthropic is testing AIā€™s capacity for sabotage](https://mashable.com/article/anthropic-ai-use-sabotage) - Anthropic is testing AI's capacity for sabotage, evaluating its potential to deceive or subvert systems, and concluding that current AI models pose a low risk for malicious capabilities. + +[Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation](https://arxiv.org/abs/2410.13848v1) - Janus introduces a new autoregressive framework that decouples visual encoding for unified multimodal understanding and generation, surpassing previous unified models and matching or exceeding the performance of task-specific models. + +[LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding](https://arxiv.org/abs/2404.16710) - LayerSkip enables early exit inference and self-speculative decoding, increasing accuracy and speed of large language models during inference without adding auxiliary layers or modules. + +[AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs](https://arxiv.org/abs/2410.05295v2) - AutoDAN-Turbo is a black-box jailbreak method that can automatically discover jailbreak strategies without human intervention, achieving higher attack success rates on public benchmarks and GPT-4-1106-turbo. + +[Thinking LLMs: General Instruction Following with Thought Generation](https://arxiv.org/abs/2410.10630v1) - LLMs are trained to follow instructions and answer questions like human experts, but this article proposes a method to equip them with the ability to think before responding, leading to superior performance on various tasks. + +[Pixtral 12B](https://arxiv.org/abs/2410.07073v2) - Pixtral-12B is a 12-billion-parameter multimodal language model that excels in understanding natural images and documents, achieving leading performance on various benchmarks and outperforming larger models. + +[Animate-X: Universal Character Image Animation with Enhanced Motion Representation](https://arxiv.org/abs/2410.10306v1) - Animate-X introduces a universal animation framework based on LDM for various character types, including anthropomorphic characters, and enhances motion representation through the Pose Indicator, demonstrating superiority over existing methods. + +[Thinking LLMs: General Instruction Following with Thought Generation](https://arxiv.org/abs/2410.10630v1) - LLMs are trained to follow instructions and answer questions like human experts, but a new training method equips them with the ability to think before responding, leading to superior performance on various tasks. + +[Agent-as-a-Judge: Evaluate Agents with Agents](https://arxiv.org/abs/2410.10934v1) - Agentic systems are evaluated using the Agent-as-a-Judge framework, which provides rich and reliable reward signals for dynamic and scalable self-improvement. + +[Agent S: An Open Agentic Framework that Uses Computers Like a Human](https://arxiv.org/abs/2410.08164v1) - Agent S is an open agentic framework that uses a Graphical User Interface to automate complex computer tasks, addressing challenges in acquiring domain-specific knowledge, planning over long task horizons, and handling dynamic interfaces. + +[Baichuan-Omni Technical Report](https://arxiv.org/abs/2410.08565v1) - Introducing Baichuan-Omni, the first open-source 7B Multimodal Large Language Model (MLLM) capable of processing and analyzing image, video, audio, and text modalities, aiming to advance multimodal understanding and real-time interaction in practical applications. + +#### Concerns +![](https://cdn.theatlantic.com/thumbor/u-cTwQ107KG3KExlWGfQKbr5sX0=/0x43:2000x1085/1200x625/media/img/mt/2024/10/muah_ai/original.jpg) + +[People Are Asking AI for Child Pornography](https://www.theatlantic.com/technology/archive/2024/10/muah-ai-hack-child-abuse/680300/) - AI chatbot service Muah.AI is being used to request and potentially generate child-sexual-abuse material, highlighting the broader issue of AI's potential for abuse and the challenges of monitoring and regulating such platforms. + +[Millions of People Are Using Abusive AI ā€˜Nudifyā€™ Bots on Telegram](https://www.wired.com/story/ai-deepfake-nudify-bots-telegram/) - Millions of people are using AI 'nudify' bots on Telegram, with at least 50 bots claiming to create explicit photos or videos of people, leading to a significant increase in the creation and use of explicit deepfake content. + +[AI Detectors Falsely Accuse Students of Cheatingā€”With Big Consequences](https://www.bloomberg.com/news/features/2024-10-18/do-ai-detectors-work-students-face-false-cheating-accusations) - AI detectors falsely accuse students of cheating, leading to serious consequences for individuals like Moira Olmsted who returned to school after taking time off to start a family during the pandemic. + +[OpenAI says ChatGPT treats us all the same (most of the time)](https://www.technologyreview.com/2024/10/15/1105558/openai-says-chatgpt-treats-us-all-the-same-most-of-the-time/) - ChatGPT's responses are mostly unaffected by names, but in some cases, it reflects harmful stereotyping, showing a need for further study on first-person fairness in AI. + +[A Lawsuit Against Perplexity Calls Out Fake News Hallucinations](https://www.wired.com/story/dow-jones-new-york-post-sue-perplexity/) - Perplexity is facing a lawsuit from Dow Jones and the New York Post for allegedly creating fake sections of news stories and falsely attributing them to publishers, which could potentially confuse and harm the news-consuming public. + +#### Policy + +[US Weighs Capping Exports of AI Chips From Nvidia and AMD to Some Countries](https://www.bloomberg.com/news/articles/2024-10-15/us-weighs-capping-exports-of-ai-chips-from-nvidia-and-amd-to-some-countries) - US considers capping exports of AI chips from Nvidia and AMD to certain countries, potentially limiting their AI capabilities. + +#### Explainers +![](https://substackcdn.com/image/fetch/w_1200,h_600,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fff7f2a21-1252-474d-896d-d307dc88eea7_1255x837.png) + +[Thinking Like an AI](https://www.oneusefulthing.org/p/thinking-like-an-ai) - Using AI effectively involves understanding how Large Language Models work, including next token prediction, training data, and memory constraints, and the importance of hands-on experience in learning how to push AI in more interesting directions. + +
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