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.
Meta Chief Publishes WSJ Op-Ed Arguing Superintelligence Must Reach Individuals, Not Institutions
In a Wall Street Journal opinion piece, Meta's chief executive framed the defining AI question as who controls superintelligence once it arrives, committing the company to a distributed, individually empowering model over concentrated institutional control. The piece carries no product timelines but arrives as Meta plans $115 to $135 billion in AI capital expenditure for 2026.
read →Meta raises 2026 capex to as much as 145 billion dollars and shares fall 10 percent on AI spend
Meta grew Q2 revenue 28 percent to 60.8 billion dollars but lifted full-year capital spending guidance to a range of 130 to 145 billion dollars for AI and superintelligence infrastructure. Shares fell about 10 percent after hours as total expenses jumped 55 percent and free cash flow collapsed to under 1 billion dollars.
read →Torq launches SOC Brain, a self-learning layer that lets its AI SOC reason from past investigations
Torq unveiled SOC Brain, a layer for its AI security operations platform that learns continuously from historical investigations and analyst decisions using three capabilities called Recall, Reflex, and Retrospect. It is pitched to reason from precedent rather than static rules and debuts ahead of Black Hat USA 2026.
read →ChipAgents expands Series A to 134 million dollars as agentic AI spreads across chip design
ChipAgents added 60 million dollars to bring its Series A to 134 million dollars, citing 6x ARR growth and deployments at more than 120 semiconductor firms including MediaTek and Micron. The raise underscores enterprise demand for autonomous agents in chip design and verification.
read →Cyabra launches Coordinated Activity, an AI agent that returns evidence-backed verdicts on coordinated online behavior
Cyabra launched Coordinated Activity, an AI agent that automatically investigates online coordination and returns a single evidence-backed verdict with a confidence score in under 30 seconds. It targets enterprise brand, communications, and public sector teams that need a briefable answer fast.
read →Nvidia to invest $5 billion in Ilya Sutskever's Safe Superintelligence in a long term strategic partnership
Nvidia takes a stake in SSI and will supply next generation Vera Rubin systems, expanding the lab's compute by an order of magnitude while feeding SSI research into Nvidia's chip design.
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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