What\u2019s new in AI tools
Automated weekly roundup of release notes and changelogs across every AI tool we track. Currently indexing 195 updates.
This week \u2014 2026-W18
AI Tools This Week: 42 updates across 7 products
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Connect Amazon S3 data to Databricks with Delegated IAM Permissions
Databricks released simplified S3 connectivity using delegated IAM permissions. This enhancement streamlines the process of connecting Amazon S3 data sources to the Databricks platform.
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Permission isn't purpose: Intent-based authorization in Omnigent
Databricks introduced contextual policies in Omnigent that provide intent-based authorization capabilities. The feature blocks unauthorized access based on the purpose and context of data requests rather than just permissions.
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Introducing AI spend controls with Unity AI Gateway
Databricks announced AI Spend Controls in Unity AI Gateway to help organizations manage and monitor AI-related costs. This feature extends the existing Unity AI Gateway capabilities with budget management functionality.
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Simplify AI agent orchestration with Lakebase Postgres
Databricks introduced Lakebase Postgres to simplify AI agent orchestration workflows. The solution addresses traditional auditing challenges and provides better data management for AI applications.
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Python SDK v0.31.1, TypeScript SDK v0.32.0
SDK updates improve chat completion message type definitions for better OpenAI compatibility and add support for new Groq Compound tools including Wolfram Alpha and browser automation.
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Leanstral 1.5: Proof Abundance for All
Mistral AI released Leanstral 1.5, an updated version of their proof-focused model.
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Your Prompts and Skills need a system of record
Studio now provides a system of record for AI prompts and skills with versioning, ownership, and traceability features.
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Custom Instructions
GitHub Copilot now supports custom instructions to personalize chat responses in VS Code and Visual Studio based on preferred tools, organizational knowledge, and coding practices.
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Prompt Files
Users can now save and reuse prompt files to get faster and more consistent responses from GitHub Copilot across sessions.
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MCP Registry Integration
GitHub Copilot CLI includes GitHub MCP by default and can be extended with additional MCP servers for enhanced context and external tool integration.
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Meta's Spark Muse 1.1 is now available on Databricks, fully governed by Unity AI Gateway
Meta's Spark Muse 1.1 model is now integrated with Databricks platform and governed through Unity AI Gateway. This provides users access to the latest model capabilities with enterprise governance controls.
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How Unity Catalog managed tables bring interoperability, performance, and unified governance to the Lakehouse
Unity Catalog managed tables enhance lakehouse architecture with improved interoperability and unified governance capabilities. The feature provides better performance and flexibility for enterprise data management at scale.
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The skills gap behind agentic AI — and how Databricks is closing it with a new context engineer certification and agent trainings
Databricks launched a new Context Engineer certification program and agent training courses to address the skills gap in agentic AI development. The certification focuses on building AI agents and context engineering capabilities.
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Bringing more control over your connectors
Enhanced connector functionality with improved control and management capabilities for enterprise integrations.
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Leanstral 1.5: Proof Abundance for All
Mistral AI released Leanstral 1.5, an updated version of their proof-focused language model.
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Your Prompts and Skills need a system of record
Studio now provides a system of record for AI prompts and skills with versioning, ownership tracking, and traceability features.
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Share Notion Workers across your team
Workers can now be shared with teammates with either 'Can connect' or 'Full access' permissions, enabling team collaboration on custom code solutions.
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Ask Copilot for a repository overview
New feature allows users to request repository overviews directly from Copilot.
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Share Notion Workers across your team
Users can now share Notion Workers with teammates, allowing collaboration on Worker development and connecting Workers to multiple Custom Agents across teams.
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Share Notion Workers across your team
Teams can now share Notion Workers with different permission levels, allowing collaboration on AI automation tools across sales and marketing teams.
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Notice Regarding Unauthorized Attempts to Sell Figure Stock
Figure AI issued a notice warning about unauthorized attempts to sell company stock. The company clarified its position on stock transactions and investor protections.
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Notice Regarding Unauthorized Attempts to Sell Figure Stock
Figure AI issued a notice warning about unauthorized attempts to sell company stock.
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Not All Miles are Equal: Why Time and Location Matter When Benchmarking Autonomous Safety
Waymo publishes research in Traffic Injury Prevention examining how time and location factors affect crash risk analysis. The studies highlight differences between highway commutes and downtown nightlife driving scenarios.
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Not All Miles are Equal: Why Time and Location Matter When Benchmarking Autonomous Safety
Waymo published two peer-reviewed studies in Traffic Injury Prevention examining how time and location factors affect crash risk analysis for autonomous vehicles. The research addresses gaps in current safety benchmarking methods.
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Not All Miles are Equal: Why Time and Location Matter When Benchmarking Autonomous Safety
Waymo publishes research on autonomous vehicle safety benchmarking methodology.
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Contextual Policies in Omnigent: Using session state to better govern AI agents
Databricks enhances Omnigent, their open source AI agent meta-harness, with contextual policies that use session state for improved governance. This allows for more sophisticated control over AI agent behavior.
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June Drop 2026
Added meeting notes functionality that turns meetings into searchable context with interactive content for team collaboration.
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Custom instructions for personalized chat responses
GitHub Copilot now supports custom instructions in VS Code and Visual Studio to personalize chat responses based on preferred tools, organizational knowledge, and coding practices.
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Leanstral 1.5: Proof Abundance for All
Mistral AI released Leanstral 1.5, an updated version of their open-source foundation model for trustworthy coding applications.
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How we keep GPUs reliable across Databricks AI
Databricks shares technical insights into their GPU reliability infrastructure and monitoring systems for distributed training workloads.
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Granular Usage Attribution for dbt Pipelines with Query Tags
Databricks introduces query tags functionality to provide detailed usage attribution for dbt pipelines, helping teams track and manage warehouse costs more effectively.
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Bringing more control over your connectors
Mistral AI introduced enhanced control features for connectors, allowing users to better manage their data integrations and workflows.
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Introducing Waymo Premier, an elevated rider experience
Waymo launched Premier, a premium tier service offering an elevated experience for top riders. The new service tier provides enhanced features for frequent users of Waymo's autonomous ride-hailing platform.
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Introducing Waymo Premier, an elevated rider experience
Waymo launched Premier, a premium tier service offering an elevated experience for top riders. The new service tier provides enhanced features and amenities for frequent users.
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Introducing Waymo Premier, an elevated rider experience
Waymo launched Waymo Premier, a premium tier service offering an elevated experience for top riders of their autonomous ride-hailing service.
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Introducing Waymo Premier, an elevated rider experience
Waymo launched Premier, a new premium tier service offering enhanced rider experience features. The service provides priority status and elevated amenities for riders.
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Introducing Waymo Premier, an elevated rider experience
Waymo launched Premier, a premium tier service offering an elevated experience for top riders of their autonomous ride-hailing service.
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Introducing Waymo Premier, an elevated rider experience
Waymo launched Premier, a new premium service tier offering an enhanced rider experience with additional features and amenities.
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Introducing Waymo's New Reference Model for Human Collision Avoidance
Waymo published joint research with TU Delft in Nature Communications advancing an active inference framework to model human crash-avoidance behavior. The work provides a benchmark for collision avoidance capabilities.
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Introducing Waymo's New Reference Model for Human Collision Avoidance
Waymo releases a new reference model for human collision avoidance technology.
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A second life for EV batteries, clean energy for communities
Waymo announced a partnership with B2U Storage Solutions to repurpose retired EV batteries from their fleet for local electricity grid storage. The program gives batteries a second life powering communities.
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A second life for EV batteries, clean energy for communities
Waymo announced a partnership to repurpose electric vehicle batteries for community clean energy projects. The initiative extends battery lifecycle and supports sustainable energy infrastructure.
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A second life for EV batteries, clean energy for communities
Waymo announced a partnership to repurpose electric vehicle batteries for community clean energy projects. The initiative gives retired EV batteries a second life in energy storage applications.
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Same Driver, new vehicle: Welcoming our first riders trips in the Ojai
Waymo began offering rider trips in their new Ojai vehicle model. The deployment maintains the same autonomous driving technology while introducing a new vehicle platform.
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Same Driver, new vehicle: Welcoming our first riders trips in the Ojai
Waymo introduced the Ojai as a new vehicle option in their autonomous fleet, marking the first passenger trips in this vehicle model.
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Python SDK v0.31.1, TypeScript SDK v0.32.0 changed
Updated Python SDK to v0.31.1 and TypeScript SDK to v0.32.0 with improved chat completion message type definitions and added support for new Groq Compound tools. Fixes compatibility issues with different message formats.
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Merge cells in simple tables
Users can now merge cells in simple tables to create headers spanning multiple columns or group related rows into structured layouts.
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Merge cells in simple tables
Users can now merge cells in simple tables to create headers spanning multiple columns and structured layouts.
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Merge cells in simple tables
Added ability to merge cells in simple tables to create headers spanning multiple columns and group related rows.
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Custom instructions for personalized chat responses
GitHub Copilot now supports custom instructions in VS Code and Visual Studio to personalize chat responses based on preferred tools, organizational knowledge, and coding best practices.