Top story · Daily AI intelligence
OpenAI upgraded its free tier to run on GPT-5.6 Luna and removed the daily text-chat cap, giving over a billion users unlimited access to a frontier-class model. Paid subscribers receive a tuned GPT-5.6 Sol recut for everyday conversation.
01 / Insights
Daily AI analysis
What we're reading and thinking about. Refreshed daily.
Trust3 AI brings an agent control plane with a kill switch to Copilot Studio
Trust3 AIs Agent Control Plane now discovers every Microsoft Copilot Studio agent, including shadow agents, and gives security teams runtime guardrails plus a kill switch to halt a runaway agent mid execution.
read →Wix owned Base44 launches Base1, its own model for vibe coding
Base44 rolled out Base1, a fine tuned open source model trained on tens of millions of platform interactions, becoming the first vibe coding platform to ship a homegrown model and bet on defensibility over renting frontier APIs.
read →OpenAI teases a Codex branded hardware macropad with Work Louder
OpenAI and keyboard maker Work Louder teased a Codex specific macro pad launching July 15, promising upgraded shortcuts for the coding agent that now claims more than 5 million weekly active users.
read →HP launches Frontier strategic partnership with OpenAI to run its enterprise on agents
HP made OpenAI Frontier its company wide AI backbone, deploying agents across customer service, telemetry, employee productivity and software development. HP joins Intuit, Oracle, State Farm, Thermo Fisher and Uber as inaugural Frontier enterprise adopters.
read →DeepSeek open sources DSpark, making V4 inference up to 85 percent faster
DSpark is an MIT licensed speculative decoding framework that speeds up DeepSeek V4 per user generation 60 to 85 percent with no retraining, weight changes or new hardware. DeepSeek also open sourced DeepSpec, a codebase for training and evaluating drafters.
read →Austria urges the EU to host Anthropic after US export curbs cut off frontier access
Austria asked the European Commission to explore establishing Anthropic inside the EU after US controls on Fable 5 and Mythos 5 cut European users off from the lab top models. The push frames sovereign access to frontier AI as a strategic priority for the bloc.
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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