Top story · Daily AI intelligence
Orchard provides a reusable sandbox and environment service so teams can train and evaluate coding, browser, and assistant agents without building bespoke infrastructure, shipping with three domain recipes for software engineering, GUI navigation, and everyday productivity tasks.
01 / Insights
Daily AI analysis
What we're reading and thinking about. Refreshed daily.
NeuroVFM, an open neuroimaging foundation model, beats frontier models on clinical tasks
Published in Nature Medicine, the University of Michigan NeuroVFM model was trained self supervised on 5.24 million clinical MRI and CT scans and surpasses proprietary and open frontier models on radiologic diagnosis and report generation, using under 1,000 GPU hours.
read →Micron raises its US investment to $250 billion to scale AI memory
Micron will pour more than $250 billion into US fabs and R&D through 2035, ramping DRAM and high bandwidth memory for AI and aiming to make 40 percent of its DRAM at home. Memory is the current bottleneck for AI infrastructure, so the buildout matters well beyond chipmakers.
read →The Federal Reserve taps Marc Andreessen and Asha Sharma to study AI, productivity and jobs
Fed Chair Kevin Warsh named a16z co-founder Marc Andreessen and Microsoft executive Asha Sharma to co-lead a new task force weighing how AI reshapes productivity, employment and monetary policy, with recommendations due by year end.
read →OpenAI deployment arm acquires Northslope to embed engineers inside enterprises
The OpenAI Deployment Company agreed to buy Northslope, a Palantir rooted firm whose forward deployed engineers build AI systems inside customer operations. It is the units second acquisition since May and pushes OpenAI deeper into hands on enterprise delivery.
read →Citrix adds an MCP Gateway to NetScaler to govern enterprise AI agents
Citrix built Model Context Protocol gateway functionality into NetScaler so enterprises can route, authenticate and monitor agent and LLM traffic to backend MCP servers from one control point. It targets the access control and audit gaps that stall agent rollouts.
read →OpenAI launches GPT-Live, a full duplex voice model for ChatGPT
OpenAI began rolling out GPT-Live and GPT-Live mini, voice models that listen and speak at the same time for natural back and forth and hand harder questions to a frontier model in the background. It is a step change for real time voice interfaces.
read →02 / Weekly Deep Dive
How agents actually ship
One researched edition a week: real deployments, the stacks behind them, and the honest counter-facts.
Caylent builds its own agent orchestrator and cuts a 2,600-hour migration to 220
Instead of buying a migration tool, Caylent built a multi-agent orchestrator on the Claude Agent SDK that runs inside the customer's own cloud and cut one engagement from 2,600 engineering hours to about 220.
Eve makes the buy-a-vertical-vendor case for small plaintiff law firms
Plaintiff firms with no in-house ML team buy their agents off the shelf, and Eve customers report large jumps in lead conversion, case value, and drafting speed.
Suzano puts a natural-language-to-SQL agent in front of 50,000 staff
A Brazilian pulp-and-paper maker built a Gemini agent that turns plain-language questions into SQL, which Google Cloud says cut query time by about 95 percent for 50,000 employees.
03 / Latest project
MomMe, a lifestyle community, web & iOS
A full lifestyle community platform, web portal and native iOS app, taken end to end, with an AI moderation flow keeping the community safe at scale.
- MomMe web portal + iOS application
- Full lifestyle community with 3,000+ registered users
- AI moderation flow
04 / Contact
Get in touch
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