data platform
30 articles about data platform in AI news
A Practitioner's Hands-On Comparison: Fine-Tuning LLMs on Snowflake Cortex vs. Databricks
An engineer provides a documented, practical test of fine-tuning large language models on two major cloud data platforms: Snowflake Cortex and Databricks. This matters as fine-tuning is a critical path to customizing AI for proprietary business use cases, and platform choice significantly impacts developer experience and operational complexity.
Google Gemini Introduces Data Import Feature from Other AI Platforms
Google's Gemini AI now allows users to transfer their chat history, memories, and preferences from other AI assistants, eliminating the need to start fresh when switching platforms. This interoperability feature represents a strategic move to attract users from competing services by reducing migration friction.
xyOps Launches Self-Hosted AI Workflow Orchestration Platform
A new platform, xyOps, has launched as a self-hosted, open-source workflow orchestrator. It aims to connect AI/ML automation jobs to external tools and data sources, positioning itself against cloud-centric platforms.
CRM Platforms Are Evolving into AI Agent Hubs
The article reports a strategic shift where CRM systems like Salesforce and HubSpot are becoming platforms for deploying and managing AI agents. This evolution enables automated, multi-step customer interactions directly within the customer data environment.
Georgia Tech Launches Free, Interactive Data Structure & Algorithm Visualization Tool
Researchers at Georgia Tech have released a free, web-based educational tool that generates real-time, interactive animations for data structures and algorithms. The platform aims to improve comprehension by visually demonstrating code execution step-by-step.
UniScale: A Co-Design Framework for Data and Model Scaling in E-commerce Search Ranking
Researchers propose UniScale, a framework that jointly optimizes data collection and model architecture for search ranking, moving beyond just scaling model parameters. It addresses diminishing returns from parameter scaling alone by creating a synergistic system for high-quality data and specialized modeling. This approach, validated on a large-scale e-commerce platform, shows significant gains in key business metrics.
LeBonCoin's Strategic Bet: Adopting Spotify's Confidence Platform to Scale Experimentation
LeBonCoin, France's leading classifieds platform, replaced its legacy in-house A/B testing tool with Spotify's new Confidence platform. This strategic shift aimed to democratize experimentation across 70+ feature teams, handle 35B+ annual impressions, and enforce a data-driven, privacy-compliant culture.
Palantir Maven + Anthropic Claude AI System Processes Classified Data to Generate 1,000 Military Targets in 24 Hours
The US military used Palantir's Maven platform integrated with Anthropic's Claude AI to analyze classified data streams and generate approximately 1,000 target packages within 24 hours, accelerating a workflow that previously took days or weeks.
AI Agents Gain Financial Autonomy: New Tool Enables AI to Purchase Premium Data
A groundbreaking development allows AI agents to autonomously pay for high-quality data through premium APIs. The system self-determines budget allocation with zero manual setup, currently operational across multiple AI platforms.
Palantir and NVIDIA Forge Strategic Alliance to Power Next-Generation AI Platforms
Palantir Technologies and NVIDIA have announced a major collaboration to develop enterprise AI platforms. The partnership aims to integrate Palantir's data analytics with NVIDIA's accelerated computing to deliver powerful AI solutions for government and commercial sectors.
Salesforce Launches Agentforce Contact Center, a Native CCaaS Platform
Salesforce has launched Agentforce Contact Center, a fully native contact-center-as-a-service (CCaaS) platform built directly into its CRM. This eliminates the need for third-party telephony integrations, unifying voice, digital channels, AI agents, and customer data on a single screen.
AI Infrastructure Shakeup: Meta Steps In as Oracle-OpenAI Texas Data Center Deal Collapses
Oracle and OpenAI have abandoned plans to expand a flagship AI data center in Texas, with Meta Platforms now negotiating to lease the site. The collapse highlights the complex financing and strategic challenges in building billion-dollar AI infrastructure.
Beyond Product Recommendations: How AI Wellness Platforms Create Lifetime Luxury Clients
Norisia's AI-powered wellness platform demonstrates how luxury brands can move beyond transactional relationships to holistic client care. By analyzing biometric and lifestyle data, AI creates personalized wellness regimens that deepen emotional connections and drive recurring revenue.
Figure CEO: Data Scarcity is the 'Only Thing' Holding Back General Robots
Figure CEO Brett Adcock asserts that solving general robotics is contingent on acquiring a 'pile of data' for training, highlighting the extreme cost and difficulty of collecting real-world robotic interaction data.
Android Phones Send Data to Google Every 4.5 Minutes, Study Finds
Research from Trinity College Dublin found Android phones send data to Google servers approximately every 270 seconds, regardless of user activity. This persistent telemetry fuels the AI training and advertising ecosystems that underpin Google's services.
Burry: Anthropic's $30B Run-Rate Revenue Threatens Palantir's AI Platform
Investor Michael Burry says Anthropic's rapid revenue growth to a $30B+ run-rate and dominance in new enterprise AI spend makes it a direct threat to Palantir's custom platform business model.
OpenAI Rebrands Mac Codex App as Unified AI 'Superapp' Platform
OpenAI is transforming its Mac Codex app into a unified AI platform dubbed a 'Superapp,' integrating chat, agent workflows, and multimodal capabilities into a single interface. This move signals a shift from a specialized coding tool to a broader, user-facing desktop AI application.
Seedance 2 Video AI Launches on Lovart AI Platform
The Seedance 2 video generation model has launched on the Lovart AI platform. Early users report it can create complex cinematic sequences, like a spy transformation, from a single text prompt.
Google's MCP Toolbox Connects AI Agents to 20+ Databases in <10 Lines
Google released MCP Toolbox, an open-source server that connects AI agents to enterprise databases like Postgres and BigQuery using plain English. It requires less than 10 lines of code and works with LangChain, LlamaIndex, and any MCP-compatible client.
Gap Deploys AI Platform for End-to-End Product Traceability
Gap Inc. has announced a new AI-powered supply chain platform focused on product traceability. The system is designed to track items from raw materials through to the retail store. This move addresses growing consumer and regulatory demands for supply chain transparency.
New arXiv Study Finds No Saturation Point for Data in Traditional Recommender Systems
A new arXiv preprint systematically tests how recommendation model performance scales with training data size. Using 10 algorithm variants across 11 large datasets, the research finds that normalized performance (NDCG@10) generally keeps improving up to 100 million interactions, with no clear saturation point for typical models.
Y2 AI Intelligence Platform Challenges Bloomberg Terminal at $20/Month
A new platform called Y2 aggregates 200+ live sources and 40+ AI models to provide real-time intelligence for $20/month, positioning itself as a low-cost alternative to the financial industry's standard Bloomberg Terminal.
Tencent Launches 2025 Ad Algorithm Challenge with Massive All-Modality Recommendation Datasets
Tencent has launched an open competition and released two industrial-scale datasets (TencentGR-1M and TencentGR-10M) to advance generative recommender systems. This has spurred related research into debiasing techniques and novel reranking frameworks, moving the field toward more holistic, multi-modal user modeling.
DBmaestro's New MCP Server Lets Claude Code Manage Database Deployments
Claude Code users can now manage database deployments directly via a new MCP server from DBmaestro, automating schema changes and rollbacks.
Composio Launches Secure Tool Platform to Replace AI Agent Credential Sharing
Composio announced a platform that lets AI agents use external tools without credential sharing, aiming to solve a major security and operational headache for developers.
Google Ads Details Its Data Infrastructure for AI-Powered Commerce
Google Ads has detailed the critical role of its underlying product data infrastructure in enabling 'agentic commerce'—where AI agents assist shoppers. This foundation is key to making search more natural and understanding shopper intent.
Cobl AI Launches Multi-Agent Platform for Business Document Generation
Cobl, a new startup, has launched a multi-agent AI platform designed to generate business documents like proposals and reports. It enters a competitive space dominated by established players like Notion AI and Microsoft Copilot.
Meituan Proposes MBGR: A Generative Recommendation Framework for Multi-Business Platforms
Researchers from Meituan have published a paper on MBGR, a novel generative recommendation framework tailored for multi-business scenarios. It addresses the 'seesaw phenomenon' and 'representation confusion' that plague current methods, and has been successfully deployed on their food delivery platform.
Dify AI Workflow Platform Hits 136K GitHub Stars as Low-Code AI App Builder Gains Momentum
Dify, an open-source platform for building production-ready AI applications, has reached 136K stars on GitHub. The platform combines RAG pipelines, agent orchestration, and LLMOps into a unified visual interface, eliminating the need to stitch together multiple tools.
OpenAgents Workspace Launches Open-Source Platform to Connect AI Agents with Shared Files and Browser
OpenAgents Workspace is an open-source platform that connects multiple local AI agents into a unified workspace with shared files and browser context, enabling automated collaboration without manual intervention.