#Foundation Models
50 articles with this tag
Jure Leskovec on Relational Foundation Models
Jure Leskovec, AI researcher and Stanford professor, discusses Relational Foundation Models, a new AI approach for understanding complex enterprise data and its applications.
Foundation Models Unlock Time Series Scaling
Toto 2.0 foundation models demonstrate remarkable scaling, achieving state-of-the-art forecasting performance across multiple benchmarks with a unified training approach.
Shodh-MoE: Unlocking Universal SciML
Shodh-MoE's sparse activation architecture resolves multi-physics interference in SciML, enabling universal foundation models with guaranteed physical properties.
Unified Embodied AI: Pelican-Unified 1.0
Pelican-Unified 1.0, the first unified embodied foundation model, achieves SOTA performance by integrating VLM, reasoning, and generation, proving unification enhances rather than compromises specialist strengths.
Beyond Model Capability: The Harness for SE Agents
Autonomous software engineering agents' reliability hinges on a novel 'AI Harness' system, not just model capability, enabling verifiably correct changes.
Microsoft's GridSFM: AI for the Power Grid
Microsoft's new GridSFM AI model drastically speeds up power grid analysis, promising efficiency gains and cost savings.
ReClaim: Unlocking Healthcare Insights from Claims Data
ReClaim, a 1.7B parameter foundation model trained on 43.8B medical events, leverages administrative claims data to achieve state-of-the-art performance in disease prediction and RWE analysis.
Biology's Multimodal AI Unifier
MIMIC foundation model unifies biological data modalities, enabling advanced prediction and constrained molecular design.
Sakana Fugu Beta Opens
Sakana AI is opening applications for the beta test of Sakana Fugu, its advanced multi-agent orchestration system for foundation models.
UniT: Bridging Human Data to Humanoids
UniT tackles humanoid foundation model data scarcity by creating a universal physical language from human data, enabling efficient transfer and zero-shot capabilities.
Apollo: Unifying Clinical Data for Predictive Medicine
Apollo, a new multimodal temporal foundation model, unifies vast clinical data to create virtual patient representations, enabling advanced forecasting and multimodal search for computable medicine.
Robotics Startup Leans on LLMs for General-Purpose Robots
Quan Vuong of Physical Intelligence discusses how LLMs are revolutionizing robotics, enabling general-purpose AI for robots and overcoming data challenges. Learn about their 'GPT-1 moment' for robotics.
Meta's Muse Spark: AI's Next Act?
Meta unveils Muse Spark, a new multimodal AI model targeting 'personal superintelligence' with advanced reasoning and agent capabilities.
AI Scientist Now Published in Nature
The AI Scientist, an autonomous AI research agent, is now detailed in a Nature publication, showcasing its ability to generate papers that pass human peer review.
Gaussian Masking Unlocks Deeper EEG Insights
Novel Gaussian masking and SpecMoE architecture enhance foundation models for robust, generalized EEG decoding across diverse tasks and species.
Bayesian Uncertainty for Foundation Models
Variational Mixture-of-Experts Routing (VMoER) offers a scalable Bayesian approach to uncertainty quantification in foundation models, achieving significant improvements with minimal computational overhead.
AI's Next Frontier: Shared Cognition
AI's next evolutionary leap demands collective intelligence. Cisco's Outshift envisions an 'Internet of Cognition' to unlock distributed superintelligence.
Micro1: AI's Future is Expert Human Judgment
Micro1 argues AI's next frontier involves distilling expert human judgment and replicating complex, multi-actor tasks, requiring a human-first approach to data and supervision.
AI Agents Learn to Cooperate Without Rules
Google researchers propose a simpler way for AI agents to cooperate: train them against diverse opponents, leveraging in-context learning to drive mutual cooperation through 'extortion' dynamics.
Fine-tuning Time-Series AI: Enterprise Accuracy Unlocked
Wall Street’s New Hires are Grok, Claude, and GPT
Archetype AI Secures $35M Series A to Scale Physical Intelligence Deployment
BioCLIP 2: A Biology Foundation Model for Ecosystem Insights
End-to-End Learning Reshapes Autonomous Driving
Applied Computing raises £9M to advance AI for industrial optimization
OlmoEarth Redefines Earth Observation Foundation Models
Bria FIBO Aims to End 'Prompt Roulette' for Enterprise AI
Mimic robotics funding hits $16M to bet on hands, not humanoids
NVIDIA Boosts Physical AI Robotics Open Standards
Tahoe-x1 single cell model scales AI for cancer drug discovery
Level 4 Autonomous Driving Nears Commercial Reality
Reinforcement Fine-Tuning: Osmosis AI fine-tunes agents past FMs
AI Cancer Breakthrough: Gemma Model Uncovers New Therapy
AGI's Imminent Arrival: Founders Must Re-evaluate Everything
CuspAI Secures $100M Series A for AI Chemistry Innovation
Crosby's AI-First Law Firm Disrupts Legal Tech with Integrated Expertise
Microsoft Unveils In-House AI Models, Reshaping Foundation Landscape
Microsoft AI Unveils First In-House Models MAI, Signaling Major Push Into Foundation Model Development
AMD Ventures Backs Somite.ai with Strategic Investment to Accelerate Foundation Models for Cell Therapy
\n Somite.ai , a company developing foundation models for human stem cells, announced on August 20, 2025, that it has received a strategic investment from AMD V...
AMD Ventures Backs Somite.ai with Strategic Investment to Accelerate Foundation Models for Cell Therapy
\n Somite.ai , a company developing foundation models for human stem cells, announced on August 20, 2025, that it has received a strategic investment from AMD V...
Execution is the Moat: Sarah Guo's State of AI Startups
NVIDIA's GR00T N1: Bringing Foundation Models to the Physical World
AI's New Horizon: Architecture and Curation
Aidoc Secures $150M for Medical AI Diagnosis Expansion
Physical Intelligence: Unlocking General-Purpose Robots
NVIDIA Global AI Strategy: Huang's Dual-Continent Push
Confident Security Secures $4.2M Seed Funding for AI Privacy
San Francisco-based Confident Security has emerged from stealth, announcing $4.2 million in seed funding.
Confident Security Secures $4.2M Seed Funding for AI Privacy
San Francisco-based Confident Security has emerged from stealth, announcing $4.2 million in seed funding.
IBM's AI Edge: Curation, Not Just Creation, Defines Enterprise Value
