✷ The archive · 11 labs · 3,432 dispatches
The labs
No more opening a dozen official blogs every morning. First-hand releases from OpenAI, Anthropic, DeepMind and the rest, each with its substance pulled out.
Klarna AI Assistant Integration and Performance Results
Klarna has deployed an OpenAI-powered AI assistant that handles two-thirds of its customer service chats, performing the work of 700 full-time agents while improving resolution times and profit.
Hugging Face and Wiz Research Partnership for AI Security
Hugging Face has partnered with Wiz to integrate advanced vulnerability management and cloud security posture management to protect its platform and the broader AI/ML ecosystem.
Text2SQL with Hugging Face Dataset Viewer API and DuckDB-NSQL-7B
Hugging Face demonstrates how to use the DuckDB-NSQL-7B model and the Dataset Viewer API to convert natural language questions into SQL queries for analyzing over 120,000 open datasets.
OpenAI Fine-Tuning API Improvements and Custom Models Program Expansion
OpenAI has introduced new control features for its fine-tuning API and expanded its Custom Models program to include assisted fine-tuning and fully custom-trained models for domain-specific needs.
SetFit Inference Acceleration with 🤗 Optimum Intel on Xeon
Hugging Face demonstrates how to achieve up to 7.8x faster inference throughput for SetFit models on Intel Xeon CPUs using post-training static quantization via the 🤗 Optimum Intel library.
Qwen1.5-32B release notes / what's new
Qwen has released Qwen1.5-32B and Qwen1.5-32B-Chat, models designed to balance high performance with lower memory and inference costs compared to the 72B version.
Hugging Face and Cloudflare Workers AI Integration
Hugging Face integrated Cloudflare Workers AI to provide serverless GPU inference for popular open models, allowing developers to deploy AI applications with a pay-per-request pricing model.
OpenAI and Harvey Partner to Develop Custom Case Law Model
OpenAI and Harvey have collaborated to create a custom-trained case law model that incorporates 10 billion tokens of U.S. case law to improve reasoning and reduce hallucinations in legal professional tasks.
Anthropic Many-Shot Jailbreaking Research
Anthropic has identified a 'many-shot jailbreaking' vulnerability where providing a large number of faux dialogue examples in a long context window can override an LLM's safety training.
ChatGPT Access Update: Instant Use Without Account Sign-up
OpenAI has enabled the ability to use ChatGPT instantly without requiring an account sign-up, expanding accessibility to AI for a global audience.
Oscar Health AI Implementation: Reducing Costs and Improving Care
Oscar Health uses OpenAI's API to automate clinical documentation and claims processing, reducing documentation time by 40% and escalation resolution time by 50%.
OpenAI Voice Engine: Synthetic Voice Capabilities and Safety Framework
OpenAI has previewed Voice Engine, a model capable of creating realistic, emotive synthetic voices from a single 15-second audio sample, while maintaining a cautious deployment strategy to mitigate misuse.
Qwen1.5-MoE-A2.7B Release Notes
Qwen introduces Qwen1.5-MoE-A2.7B, a Mixture-of-Experts model that matches the performance of 7B dense models while using only 2.7 billion activated parameters.
OpenAI Zelma: Making Education Data Accessible via GPT-4
Zelma is a GPT-4 powered research assistant designed to make U.S. standardized test data for grades 3-8 accessible to parents, teachers, and policymakers through plain-language queries.
OpenAI Sora First Impressions from Creative Professionals
OpenAI shared early feedback from visual artists and filmmakers who are using Sora to prototype ideas, create surreal visuals, and remove technical and budgetary constraints from the creative process.
Pollen-Vision: Unified Interface for Zero-Shot Vision Models in Robotics
Hugging Face and the Pollen Robotics team have released pollen-vision, an open-source library that integrates zero-shot vision models to enable robots to detect and localize unknown objects in 3D space.
Anthropic Third-Party Testing AI Policy Proposal
Anthropic proposes a third-party testing regime for frontier AI systems to validate safety, prevent national security risks, and avoid regulatory capture through a diverse ecosystem of auditors.
Hugging Face Transformers: A Beginner's Guide to Open-Source ML
Hugging Face provides a comprehensive introductory guide to using the Transformers library and Hub to deploy and run open-source machine learning models like Microsoft's Phi-2.
Embedding Quantization: Binary and Scalar Techniques for Faster, Cheaper Retrieval
Hugging Face announced binary and int8 embedding quantization, cutting memory by 32× or 4× and speeding up retrieval up to 45× while keeping 96%–99% of original performance.
JetBrains AI Assistant Integration with OpenAI API
JetBrains integrated OpenAI's API into its AI Assistant to automate mundane coding tasks, resulting in 77% of developers reporting increased productivity.
Hugging Face and Lighthouz AI Introduce Chatbot Guardrails Arena
Hugging Face and Lighthouz AI have launched the Chatbot Guardrails Arena, a community-driven stress-testing platform designed to evaluate the data privacy and security of LLMs and their guardrails.
GaLore: Advancing Large Model Training on Consumer-grade Hardware
GaLore enables the training of billion-parameter models on consumer-grade GPUs by reducing optimizer state memory requirements by over 82.5% through low-rank gradient projection.
Cosmopedia: Large-Scale Synthetic Data for LLM Pre-training
Hugging Face introduces Cosmopedia, the largest open synthetic dataset for LLM pre-training, containing 30 million files and 25 billion tokens generated by Mixtral-8x7B-Instruct-v0.1.
Phi-2 on Intel Meteor Lake: Local LLM Inference
Hugging Face demonstrates how to run the Microsoft Phi-2 model locally on Intel Meteor Lake (Core Ultra) processors using 4-bit quantization via OpenVINO and Optimum Intel.
Accenture, AWS, and Anthropic Collaboration for Enterprise AI Scaling
Anthropic, AWS, and Accenture have partnered to help organizations, particularly in regulated sectors, move generative AI from concept to production with a focus on security, reliability, and data privacy.
Claude 3 Models General Availability on Vertex AI
Anthropic has made Claude 3 Haiku and Claude 3 Sonnet generally available on Google Cloud's Vertex AI platform, allowing enterprises to scale generative AI solutions with enterprise-grade security.
Holiday Extras ChatGPT Enterprise Implementation
Holiday Extras deployed ChatGPT Enterprise across its organization, saving over 500 hours per week and achieving an estimated $500k in annual savings.
OpenAI and Salesforce Integration for Enterprise Trust and Safety
OpenAI provides the foundational generative AI models for the Salesforce Einstein AI Platform, enabling secure, enterprise-ready AI capabilities across Sales, Service, and Commerce Clouds.
Superhuman AI Integration with OpenAI API
Superhuman has integrated OpenAI's API to launch a suite of AI-powered email features that double the speed of inbox processing for its users.
Quanto: a PyTorch quantization backend for Optimum
Hugging Face introduces Quanto, a versatile and device-agnostic PyTorch quantization backend for Optimum designed to simplify low-precision model deployment across any modality.
Hugging Face Train on DGX Cloud
Hugging Face launched Train on DGX Cloud, a no-code service for Enterprise Hub organizations to fine-tune open models using NVIDIA H100 and L40S GPUs.
xAI Grok-1 Open Release
xAI has released the base model weights and network architecture of Grok-1, a 314 billion parameter Mixture-of-Experts model, under the Apache 2.0 license.
WebSight Dataset and Sightseer Model
Hugging Face introduced WebSight, a synthetic dataset of 2 million screenshot-to-HTML pairs, and Sightseer, a vision-language model capable of converting web screenshots into functional HTML code.
CPU Optimized Embeddings with Optimum Intel and fastRAG
Hugging Face and Intel have introduced a method to accelerate embedding models on Xeon CPUs using Optimum Intel and fastRAG, achieving up to 4.5x latency reduction and 4x throughput improvement via int8 quantization.
Ollama AMD Graphics Card Support Preview
Ollama has introduced preview support for AMD graphics cards on Windows and Linux, enabling hardware acceleration for all Ollama features across a wide range of Radeon, Radeon PRO, and Instinct series cards.
OpenAI Global News Partnerships with Le Monde and Prisa Media
OpenAI has partnered with Le Monde and Prisa Media to integrate their news content into ChatGPT, providing users with attributed summaries and direct links to original articles.
Healthify and OpenAI Collaboration for AI Health Coaching
Healthify has integrated OpenAI's GPT-4 Vision, GPT-4 Turbo, and Embeddings models to scale personalized nutrition and fitness coaching, resulting in a 50% increase in food tracking engagement.
Claude 3 Haiku Release Notes
Anthropic has released Claude 3 Haiku, a high-speed, affordable model designed for enterprise applications, featuring state-of-the-art vision capabilities and high token processing speeds.
OpenAI Governance Review and Leadership Confirmation
OpenAI has completed an independent review by WilmerHale, confirming full confidence in Sam Altman and Greg Brockman's leadership and implementing significant governance reforms.
OpenAI Board of Directors Expansion
OpenAI has appointed Dr. Sue Desmond-Hellmann, Nicole Seligman, and Fidji Simo to its Board of Directors, while CEO Sam Altman has rejoined the board.
Anthropic "Reflections on Qualitative Research" – Why Interpretability Needs a Qualitative Lens
Anthropic’s “Reflections on Qualitative Research” argues that interpretability work on AI models should prioritize qualitative methods and offers heuristics for judging such research.
Lifespan Healthcare System Uses GPT-4 to Improve Patient Health Literacy
Lifespan, Rhode Island's largest healthcare system, has deployed GPT-4 to simplify complex surgical consent forms from a college reading level to a middle school level to improve patient understanding and well-being.
Match Group Adopts ChatGPT Enterprise to Enhance Productivity and Product Development
Match Group has deployed ChatGPT Enterprise to thousands of employees to improve cross-functional collaboration, engineering efficiency, and product usability testing, while leveraging OpenAI's API for customer-facing features.
Paradigm Integrates GPT-4 to Accelerate Clinical Trial Patient Matching
Paradigm uses OpenAI's GPT-4 API to automate the evaluation of medical records for clinical trial eligibility, increasing accuracy by 10% and enabling the screening of hundreds of patients per minute.
OpenAI and Elon Musk: Clarification of Partnership and Mission
OpenAI released a statement clarifying its historical relationship with Elon Musk, the necessity of its for-profit transition to fund AGI development, and its commitment to broad benefit.
ConTextual: Benchmarking Multimodal Reasoning in Text-Rich Scenes
Hugging Face and UCLA researchers have introduced ConTextual, a dataset and leaderboard designed to evaluate how Large Multimodal Models (LMMs) jointly reason over text and visual cues in complex, text-rich images.
Hugging Face and Argilla Enable Collective Community Dataset Building
Hugging Face and Argilla have introduced a streamlined workflow using Hugging Face Spaces and Argilla to allow communities to collectively build high-quality, open-source datasets.
Claude 3 Model Family Release
Anthropic has released the Claude 3 model family, comprising Opus, Sonnet, and Haiku, which introduce advanced vision capabilities, improved accuracy, and new industry benchmarks in cognitive tasks.
Text-Generation Pipeline on Intel Gaudi 2 AI Accelerator
Hugging Face introduces a custom text-generation pipeline for Intel Gaudi 2 AI accelerators, enabling streamlined deployment of Llama 2 models (7b, 13b, and 70b) via Optimum Habana.
Anthropic Prompt Engineering for Business Performance
Anthropic outlines key prompt engineering techniques—including step-by-step reasoning, few-shot prompting, and prompt chaining—to improve Claude's accuracy, consistency, and cost-efficiency in business applications.