Foundation Models

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Key Facts

Year2021

Coined ByStanford HAI

Key PlayersOpenAI, Google, Anthropic, DeepSeek

Top News

Nuance Labs Secures $50M Series A Funding to Build AI Model That Reads Human Expression in Real Time

Seattle-based Nuance Labs raised $50 million in Series A funding to develop a full-duplex foundational AI model that perceives and responds to real-time human expression. Founded by former Apple researchers, the startup aims to fix the awkwardness of AI avatars by processing tone, gaze, and conversational cues simultaneously rather than chaining separate tools together.

Technology2 sources

Nuance Labs Secures $50M Series A Funding to Build AI Model That Reads Human Expression in Real Time

Technology2 sources

Stanford's AI models unlock cross-species cell biology insights from 112 million cells

Stanford Medicine researchers developed TranscriptFormer, an AI model trained on 112 million cells from 12 species that maps gene expression patterns across organisms. The model can identify cell types in new species, distinguish healthy from diseased cells, and may eventually guide designing new cell-based treatments for complex diseases.

Science3 sources

Stanford's AI models unlock cross-species cell biology insights from 112 million cells

Science3 sources

Salesforce and Nvidia Launch Koa AI Reasoning Model to Challenge Frontier Labs

Salesforce unveiled Koa at Dreamforce 2026, its first AI reasoning model built on Nvidia Nemotron architecture. The open-weight model is trained specifically for CRM tasks using synthetic datasets, promising enterprises enhanced data privacy and 3x fewer errors compared to leading models. Koa represents a strategic shift toward specialized AI solutions that reduce dependency on frontier labs like OpenAI and Anthropic.

Technology8 sources

Salesforce and Nvidia Launch Koa AI Reasoning Model to Challenge Frontier Labs

Technology8 sources

UK and US Link AI Supercomputers to Fast-Track Fusion Energy with Digital Twins

The UK Atomic Energy Authority and Princeton Plasma Physics Laboratory announced plans to link their AI supercomputers—SUNRISE and STELLAR-AI—creating a federated system for AI models trained on data from spherical tokamak facilities. The partnership aims to build digital twins for fusion reactors and accelerate fusion energy research toward commercial power plants.

Science2 sources

UK and US Link AI Supercomputers to Fast-Track Fusion Energy with Digital Twins

Science2 sources

iOS 27 Siri AI Adds New Opt-In Setting for Sharing Data With Apple's Foundation Models

Apple released iOS 27 with Siri AI today, introducing a redesigned opt-in setting that asks users to share audio and text data to improve Apple's Foundation Models. While Apple maintains its privacy-first approach with on-device processing and Private Cloud Compute, the new setting expands how collected data will be used beyond traditional Siri improvements.

Technology2 sources

iOS 27 Siri AI Adds New Opt-In Setting for Sharing Data With Apple's Foundation Models

Technology2 sources

Tempus AI launches 100,000 whole-genome dataset for AI-driven healthcare research

Tempus AI announced plans to build a research platform containing 100,000 whole genomes linked to longitudinal clinical information. This will be the first de-identified multimodal whole-genome sequencing dataset built around disease populations and patient outcomes, optimized for AI-driven research. The company plans to expand to one million genomes after completing the initial dataset.

Health3 sources

Tempus AI launches 100,000 whole-genome dataset for AI-driven healthcare research

Health3 sources

Mistral and Cloudera Partner to Deliver Sovereign AI for Enterprise Data Control

Mistral and Cloudera announced a strategic AI partnership enabling enterprises to deploy AI models with complete data sovereignty. The collaboration integrates Mistral's frontier models with Cloudera's hybrid data platform, allowing organizations to build private AI applications across cloud, on-premises, and air-gapped environments while maintaining full control over their data and intelligence.

Technology2 sources

Mistral and Cloudera Partner to Deliver Sovereign AI for Enterprise Data Control

Technology2 sources

NASA and IBM Release Open-Source AI Model to Accelerate Moon Explorations and Map Lunar Surface

NASA and IBM launched the NASA-IBM Lunar Foundation Model, a publicly available open-source AI model on Hugging Face. Trained on decades of lunar observation data from nine instruments across four missions, it helps researchers map ice and craters on Moon, identify volcanic features, and locate water ice deposits with up to 23% better accuracy than existing methods.

Technology15 sources

NASA and IBM Release Open-Source AI Model to Accelerate Moon Explorations and Map Lunar Surface

Technology15 sources

Harvey Raises $550M at $15.5B Valuation, Acquires Guardrails AI as Legal AI Competition Heats Up

Legal AI startup Harvey closed a $550 million funding round at a $15.5 billion valuation, marking a 42% increase since March. The company also acquired AI agent security startup Guardrails AI while unveiling its first custom model, Harvey Tenet, as it races to dominate the legal services market against growing competition from Anthropic and OpenAI.

Startups8 sources

Harvey Raises $550M at $15.5B Valuation, Acquires Guardrails AI as Legal AI Competition Heats Up

Startups8 sources

Xpeng Begins Mass Production of IRON Humanoid Robots as EV Makers Pivot to Robotics

Chinese electric vehicle manufacturer Xpeng has launched the world's first automated production line for humanoid robots, with its IRON robot walking off the line autonomously. The move comes as Chinese EV makers diversify into robotics amid slowing automotive growth, while Tesla's Optimus continues facing production delays.

Technology5 sources

Xpeng Begins Mass Production of IRON Humanoid Robots as EV Makers Pivot to Robotics

Technology5 sources

South Korea Proposes Record $597 Billion 2027 Budget to Supercharge AI Investment

South Korea unveiled its largest-ever budget proposal of $597 billion for 2027, marking a historic 12.8% increase from 2026. The expansionary plan leverages unprecedented semiconductor profits from Samsung Electronics and SK Hynix to fuel AI investment and strengthen the nation's position in the global tech race.

Policy3 sources

South Korea Proposes Record $597 Billion 2027 Budget to Supercharge AI Investment

Policy3 sources

South Korea Taps SK Telecom, KT, Kakao to Launch Free Nationwide AI Services

South Korea's Ministry of Science and ICT selected three major consortiums led by SK Telecom, KT, and Kakao to operate the AI for All project, providing free access to AI chatbots and public AI agents for all citizens. The operators will receive 512 Nvidia B200 GPUs this year, with government cost subsidies starting in 2027.

Policy2 sources

South Korea Taps SK Telecom, KT, Kakao to Launch Free Nationwide AI Services

Policy2 sources

Revolut Launches Dedicated AI Research Division to Build Native Foundation Model for Banking

Revolut has established Revolut Research, a dedicated AI research division within its AI department, to develop Pragma—a foundation model trained on data from 80 million customers across 40 markets. Built in partnership with Nvidia, Pragma has demonstrated a 2.3x uplift in identifying credit default risk and 65% improvement in fraud detection compared to legacy systems.

Technology2 sources

Revolut Launches Dedicated AI Research Division to Build Native Foundation Model for Banking

Technology2 sources

General Intuition Targets $6B Valuation as AI Startup Pushes Into Robotics With Gameplay-Trained Models

New York-based General Intuition is in talks to raise funding at a $6 billion pre-money valuation from Valor Equity Partners, Point72 Ventures, and Seven Seven Six. The AI startup builds foundation models that train generalized AI agents using hundreds of millions of hours of gameplay data from Medal, with plans to focus on robotic embodiments and expand compute infrastructure.

Startups2 sources

General Intuition Targets $6B Valuation as AI Startup Pushes Into Robotics With Gameplay-Trained Models

Startups2 sources

Medical Imaging Foundation Models Face the Clinical Reality Test for Safe Deployment

Researchers from the Chinese Academy of Sciences and Beihang University published a comprehensive review examining how medical imaging foundation models are being moved toward clinical use. While AI systems in medical imaging already assist with lesion detection and disease classification, most remain narrowly focused on single tasks. The review emphasizes that clinical translation depends on proving these models can deliver stable, verifiable value in real-world clinical environments rather than just performing well on benchmarks.

Science2 sources

Medical Imaging Foundation Models Face the Clinical Reality Test for Safe Deployment

Science2 sources

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