


The modern data stack was built for humans asking questions. Google just rebuilt its for agents taking action.

Adobe’s new Firefly AI Assistant wants to run Photoshop, Premiere, Illustrator and more from one prompt
The announcements, which also include a new Color Mode for Premiere Pro, the addition of Kling 3.0 video models to Firefly's growing roster of third-party AI engines, and Frame.io Drive — a virtual filesystem that lets distributed teams work with cloud-stored media as though it lived on their local machines — represent Adobe's clearest signal yet that it views agentic AI not as a feature upgrade but as a fundamental reshaping of how creative work gets done.

Microsoft launches MAI-Image-2-Efficient, a cheaper and faster AI image model
The new model is priced at $5 per million text input tokens and $19.50 per million image output tokens, a roughly 41% reduction from MAI-Image-2's pricing of $5 and $33, respectively, for those same tiers. Microsoft says the model runs 22% faster than its flagship sibling and achieves 4x greater throughput efficiency per GPU, as measured on NVIDIA H100 hardware at 1024×1024 resolution. The company also claims it outpaces competing hyperscaler models — specifically naming Google's Gemini 3.1 Flash, Gemini 3.1 Flash Image, and Gemini 3 Pro Image — by an average of 40% on p50 latency benchmarks.
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Databricks tested a stronger model against its multi-step agent on hybrid queries. The stronger model still lost by 21%.

Intuit compressed months of tax code implementation into hours — and built a workflow any regulated-industry team can adapt

Block introduces Managerbot, a proactive Square AI agent and the clearest proof point yet for Jack Dorsey’s AI bet
In an exclusive interview with VentureBeat, Willem Avé, Block's head of product at Square, described Managerbot as a decisive break from the company's earlier Square AI assistant, which functioned as a reactive chatbot that answered seller questions about sales, employees, and business performance.

Amazon S3 Files gives AI agents a native file system workspace, ending the object-file split that breaks multi-agent pipelines

Anthropic says its most powerful AI cyber model is too dangerous to release publicly — so it built Project Glasswing
The launch partners include Amazon Web Services, Apple, Broadcom, Cisco, CrowdStrike, Google, JPMorganChase, the Linux Foundation, Microsoft, Nvidia, and Palo Alto Networks. Anthropic says it has also extended access to more than 40 additional organizations that build or maintain critical software, and is committing up to $100 million in usage credits for Claude Mythos Preview across the effort, along with $4 million in direct donations to open-source security organizations.

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Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI
AI vibe coders have yet another reason to thank Andrej Karpathy, the coiner of the term.

Microsoft launches 3 new AI models in direct shot at OpenAI and Google
The trio of models — MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2 — are available immediately through Microsoft Foundry and a new MAI Playground. They span three of the most commercially valuable modalities in enterprise AI: converting speech to text, generating realistic human voice, and creating images. Together, they represent the opening salvo from Microsoft's superintelligence team, which Suleyman formed just six months ago to pursue what he calls "AI self-sufficiency."