Google provides Knowledge Commons MCP Server, new variations of Gemini 2.5 Flash and Flash-Lite
The Knowledge Commons MCP Server permits AI builders to simply entry all of Knowledge Commons’ publicly out there datasets. It may be accessed through the Gemini CLI or in Google Colab, and Google has a pattern agent in Colab as properly to make it simpler to get began.
The latest model of Gemini 2.5 Flash-Lite options higher instruction following, extra concise solutions to scale back token prices, and stronger multimodal and translation capabilities. The up to date Gemini 2.5 Flash affords higher agentic device use and is extra environment friendly, resulting in reductions in price.
OpenAI provides shared initiatives to ChatGPT Enterprise subscribers
Shared initiatives enable a number of folks so as to add information and directions to a venture, in order that ChatGPT can present extra tailor-made responses for everybody concerned. “Members can chat with the venture’s context to remain on the identical web page as new data will get added and create work that stays constant in tone and magnificence,” OpenAI defined.
The corporate additionally added new connectors for Gmail, Google Calendar, Microsoft Outlook, Microsoft Groups, SharePoint, GitHub, Dropbox, and Field. This permits ChatGPT to supply extra related solutions primarily based on data in these instruments.
Lastly, ChatGPT now has ISO 27001, 27017, 27018, and 27701 certifications; an expanded SOC 2 report; role-based entry controls; and enhanced SSO.
Microsoft unveils reimagined Market for cloud options, AI apps, and extra
Microsoft has restructured its Market to function a central place for organizations to seek out cloud options, AI apps, and brokers.
This new reimagining brings collectively Azure Market and Microsoft AppSource to simplify cloud and AI administration, Microsoft defined.
It contains tens of 1000’s of cloud and trade options that may assist with every little thing from information and analytics to productiveness to safety. It additionally options greater than 3,000 AI apps and brokers.
CData launches Join AI to supply brokers entry to enterprise information sources
CData has introduced the launch of a brand new managed Mannequin Context Protocol (MCP) platform bringing collectively AI assistants, agent orchestration, workflow automation, and embedded AI functions—mixed with entry to over 300 enterprise information sources.
In accordance with the corporate, Join AI preserves information semantics and relationships in enterprise information to offer AI brokers higher context whereas nonetheless offering governance over that information entry.
CData’s Join AI inherits the present safety and authentication protocols arrange within the supply system. Knowledge entry will get logged beneath the identification of the authenticated person or agent, and extra controls will be layered on high and managed in Join AI.
Snowflake and different information firms be a part of forces to develop vendor-neutral customary for semantic metadata
Plenty of information firms—together with Snowflake, Salesforce, BlackRock, dbt Labs, and RelationalAI—have introduced the formation of a brand new open supply initiative to create a vendor- impartial customary for outlining and sharing semantic metadata.
The Open Semantic Interchange has three essential objectives: improve interoperability throughout instruments and platforms, speed up adoption of AI and BI functions, and streamlining operations.
In accordance with the group, organizations depend on a patchwork of AI, BI, and analytics instruments, and this initiative will develop a shared semantic customary that enables these instruments to “communicate the identical language.”
By standardizing how semantics are outlined and shared, the Open Semantic Interchange hopes to make sure that information is ruled, constant, and context-rich, serving to with adoption of AI.
AWS launches IDE extension for constructing browser automation brokers
AWS has introduced the launch of its open supply Nova Act extension, which permits builders to construct browser automation brokers of their IDE, decreasing the necessity to change between dev and check environments.
With the brand new extension, builders can use pure language to explain their workflow after which the Nova Act extension will generate an agent script. That script can then be modified in a notebook-style builder, the place builders can combine APIs, information sources, and authentication, and may validate it with native testing instruments.
“This extension transforms my agent growth workflow by positioning Nova Act extension as a full-stack agent builder device—an entire agent IDE for the whole growth lifecycle. I can prototype with pure language, customise with modular scripting, and validate with native testing—all with out leaving my IDE—guaranteeing production-grade scripts,” Donnie Prakoso, principal developer advocate at AWS, wrote in a weblog put up.
Sentry’s AI code assessment is now in beta
The answer makes use of AI to determine and repair points in code. It would mechanically flag high-impact points in pull requests in order that builders can perceive the place and why a bug may happen. It will probably additionally detect typos, formatting errors, and logical errors in pull requests. Lastly, it might generate unit exams for the code in a pull request.
“The one factor simpler than debugging errors with Sentry is having fewer errors to debug within the first place,” stated Rohan Bhaumik, senior product supervisor at Sentry. “By combining predictive error detection with automated testing, AI code assessment dramatically reduces wasted time in code opinions, strengthens check protection, and lets groups merge with confidence.”
Learn final week’s updates right here: OpenAI Codex updates, Claude integration in Xcode 26, and extra (September 19, 2025)
