Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...

Oracle Brings Mission-Critical Availability To The Agentic AI Era

Oracle AI Database 26ai introduces Platinum and Diamond availability tiers, post-quantum cryptography, and AI agent data ...
IEEE

Momentum Centroid Alignment with Temporal-Relational Disentanglement for Cross-Domain Few-Shot Action Recognition

Traditional few-shot action recognition (FSAR) aims to address the problem of the scarcity of action videos, enabling the recognition of action categories with just a few labeled samples. It is ...
IEEE

FD-RLPO: Feature Domain-based Reinforcement Learning Framework for Portfolio Optimization

Abstract: Portfolio optimization is a critical issue in finance. In the past decade, reinforcement learning has advanced con-siderably in this area owing to its outstanding ability to solve complex ...
GitHub

Domain Closure Guard applied to delayed feedback control systems.

A controller reads a sensor. The sensor measures the system the controller is driving. The controller's output changes the system state. The sensor reads the changed state. The loop repeats. Each ...
GitHub

20260202163052_02_core_domain.sql

created_at timestamptz not null default pg_catalog.now(), updated_at timestamptz not null default pg_catalog.now(), comment on table app.tenants is 'Multi-tenant workspaces. Each tenant is a separate ...