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.
Alibaba previews Qwen3.8-Max, a 2.4 trillion parameter multimodal model with open weights promised
Alibaba previewed Qwen3.8-Max, its first multimodal model above 1 trillion parameters at 2.4 trillion total, and claims performance second only to Fable 5. Open weights are promised soon with no date, and no benchmark table has been published, so the claims remain unverified.
read →EU Parliament plans EPGenAI Hub to give MEPs and staff access to OpenAI, Anthropic, Meta and Mistral models
The European Parliament plans to roll out an internal EPGenAI Hub as early as September, letting MEPs and staff access models from OpenAI, Anthropic, Meta and Mistral. The move follows debates over digital sovereignty after US export limits briefly cut European access to Anthropic models.
read →China issues a global initiative for AI agent identity and interoperability at WAIC 2026
At WAIC 2026 China's Cyberspace Administration released a ten point Global Cooperation Initiative on agent mutual trust, interconnection and interoperability, proposing shared standards for agent identity and full lifecycle safety governance. It sets out a state guided alternative to the MCP ecosystem that leads in open markets.
read →Black Lake showcases industrial AI agents for scheduling, quoting and CAD to process planning at WAIC
Black Lake Technologies showed industrial AI agents at WAIC 2026 spanning order splitting, quotation and pricing, procurement, production scheduling and quality inspection, including a CAD to process agent that reads product drawings against factory equipment. The company was named a SAIL Award Top 30 finalist and a global industrial AI flagship case.
read →China launches a 29 nation AI cooperation body as Xi backs open source
At the Shanghai World AI Conference, 29 countries signed on to a new China led World Artificial Intelligence Cooperation Organization headquartered in Shanghai, and Xi Jinping used his first in person WAIC keynote to champion open source AI and pledge AI training for the Global South. It stands up a rival pole to Western AI governance that EU and Dutch enterprises will need to track.
read →Anthropic in talks to lease $10 billion in compute from Meta
Anthropic is in early talks to lease roughly $10 billion of AI computing capacity from Meta over two years, weeks after a similar arrangement with SpaceX, according to the New York Times. The talks show how far frontier labs will go to secure compute, and put Meta in the odd position of renting capacity to a direct rival.
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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