Perplexity mulls getting into hardware (2 minute read) Perplexity's CEO plans to develop a "simple, under $50" AI device for voice-to-voice interactions. This aligns with a broader trend of AI startups exploring hardware to enable new interactions, although historical challenges in AI hardware highlight risks. Perplexity, with substantial funding, aims to avoid pitfalls faced by others like Humane's Ai Pin. | Inflection AI CEO says it's done trying to make next-generation AI models (4 minute read) Inflection AI shifted its focus from developing cutting-edge AI models to providing AI tools for enterprise customers, leveraging current AI models. It has acquired three AI startups to strengthen offerings and is open to licensing models from former competitors. CEO Sean White says the company is focused on practical applications over frontier model development, highlighting on-premise AI solutions for enterprise data security. | | Introducing LTNtorch (7 minute read) Logic Tensor Networks (LTN) merge deep learning with logical reasoning, allowing neural models to learn by optimizing a knowledge base of logical formulas. | Refining Pretraining Data Programmatically (5 minute read) ProX is a framework that treats data refinement as a programming task, allowing models to apply fine-grained operations to individual examples at scale. It improves the quality of pre-training corpora by using small language models to generate programs. | | Chats with Videos in Real Time (3 minute read) MMDuet is a novel "video-text duet" interaction format for VideoLLMs that allows AI to provide real-time responses as videos play. The approach mimics a dialogue where both users and AI can exchange messages during playback. | Building LLMs is probably not going be a brilliant business (11 minute read) LLM makers like OpenAI face significant challenges due to industry structure, notably NVIDIA's pricing power as the key chip supplier and high buyer price sensitivity and competition. Many AI companies raise substantial capital but struggle with profitability, similar to historical tech firms like Netscape. Despite this, the technology itself may still advance. AI businesses might succeed by leveraging existing models rather than developing new ones. | Rox (41 minute read) A new AI-native CRM, Rox, aims to disrupt Salesforce by leveraging AI's ability to manage unstructured data and integrate with data warehouses. Rox's strategy focuses on enhancing top sales performers through AI-powered agents while securing customer data for future AI developments. Investors have shown confidence with $50M in funding, betting on Rox as AI capabilities continue to improve. | | | Love TLDR? Tell your friends and get rewards! | | Share your referral link below with friends to get free TLDR swag! | | | | Track your referrals here. | | Want to advertise in TLDR? 📰 | If your company is interested in reaching an audience of AI professionals and decision makers, you may want to advertise with us. If you have any comments or feedback, just respond to this email! Thanks for reading, Andrew Tan & Andrew Carr | | | |
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