Top story · Daily AI intelligence
Attackers used AI generated voice clones of executives to try to trick employees at major hedge funds into granting system access. Two Sigma blocked the attempt with no data compromised, while Point72 told investors it had been targeted.
01 / Insights
Daily AI analysis
What we're reading and thinking about. Refreshed daily.
Akeneo launches Agentic Ziggy to run fleets of agents on product data
Akeneos Summer Release introduces Agentic Ziggy, an agent layer in its Product Cloud that lets teams deploy enrichment, channel and data quality agents to manage product information at scale for agentic commerce.
read →Bespoke Labs raises $40M to build the environments that train reliable agents
Bespoke Labs raised a $40 million Series A led by Wing VC to build simulation environments that train and evaluate reliable long horizon agents, backed by angels from Anthropic, OpenAI and Meta. Its bet is that better training environments, not bigger models, are the path to production grade agents.
read →Nvidia backs Kyutai spinout Gradium, pushing its open voice AI seed past $100M
Nvidia led a $30M seed extension for Paris based Gradium, the first Kyutai spinout, taking its seed past $100M to turn open voice research like Moshi and Pocket TTS into production speech to speech systems for Europe.
read →UN opens its first Global Dialogue on AI Governance in Geneva
Secretary General Guterres warned that AI is advancing at runaway speed and called for common safety standards, human rights red lines, and greater transparency, as Estonia and El Salvador were named co chairs of the new intergovernmental process.
read →Teradata study finds only 7 percent of enterprises get measurable value from agentic AI
A Teradata and Wakefield survey of 1,000 senior data leaders across six markets found 90 percent plan to spend more on agentic AI, yet only 7 percent see measurable business outcomes, with poorly contextualized enterprise data the main blocker.
read →OpenAI ships GPT Realtime 2.1 for lower latency voice agents
The new flagship and a cheaper mini variant cut p95 latency by at least 25 percent with stronger reasoning, tool use, and instruction following, aimed squarely at production voice agent workflows.
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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