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.
Bridgewater shows a fine tuned open model beats GPT and Claude on finance tasks at a fraction of the cost
Frontier models scored around 50 percent on financial document evaluation with basic prompts, below the 80 percent trust bar, while a fine tuned Qwen3 235B reached 84.7 percent at 14 times lower cost. Proprietary data plus tuning can outperform general commercial models.
read →Alsa raises $6.5M to build a payments and transaction layer for AI agents
The seed round, led by Alibaba and Tribe Capital, funds a unified layer that lets agents discover, access and pay for digital resources autonomously with usage based billing. Agent commerce is emerging as core IE infrastructure.
read →Together AI raises $800M at an $8.3B valuation to scale its open source AI cloud
Together AI closed an $800M Series C led by Aramco Ventures, roughly tripling its valuation to $8.3B to expand an AI optimized public cloud for training and serving open source and frontier models.
read →Meta is reportedly building Meta Compute to rent GPU capacity and hosted Llama models
Bloomberg reports Meta is standing up a cloud business, Meta Compute, to sell surplus GPU capacity, hosted Llama models and agent tooling to enterprises, positioning it against AWS, Azure and Google Cloud.
read →Anthropic proposes an industry framework for scoring the severity of AI jailbreaks
Working with Amazon, Microsoft, Google and other Glasswing partners, Anthropic proposed a shared, CVSS style standard that rates jailbreaks by capability gain, breadth, ease of weaponization and discoverability, so vendors and regulators can triage risk instead of treating every bypass alike.
read →TwelveLabs raises $100M Series B to build video superintelligence
TwelveLabs raised a $100M Series B co led by NEA and NAVER Ventures with Amazon, funding its agentic video intelligence stack, including the Marengo 3.0 embedding model and Pegasus 1.5, for enterprise video understanding and retrieval.
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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