What happens when you specialize an open-source LLM for financial reasoning?
We adapted Qwen3-14B and saw FinQA accuracy rise from 1.9% to 12.6%.
But performance declined on other tasks.
That trade-off is the story: specialization helps, but evaluation matters.
We’re sharing the models and methodology so others can test the results and build on them.
Research: maxint.com/blog/open-sourcin…
Visa & Mastercard fees are back in the headlines.
A new lawsuit is challenging practices around credit-card transaction fees.
classaction.org/news/visa-ma…
This is where payment infrastructure gets interesting.
With Orca, a SaaS business can support:
→ Cards through Stripe → Bank debit through GoCardless → One subscription + entitlement layer across both
The payment rail can change.
Your application logic doesn't have to.
The lawsuit may be about Visa, Mastercard and card fees.
But the lesson for SaaS businesses is broader:
You have more control over your payment strategy than you might think.
Don't ask: "Cards or no cards?"
Ask: "Why not give customers a choice?"
orca.maxint.com/
Wild logo déjà vu 👀
The old Maxint logo appears to have resurfaced as the logo for Muse, Meta’s new AI product.
Same distinctive blue handwritten “M” vibe. Different company, different product.
Coincidence, inspiration, or a logo that got a second life? 🤔
Building an AI-first financial OS requires moving fast without sacrificing stability. By leveraging @FlutterDev, we shipped natively across 6 platforms on Day 1—cutting out 65% of typical codebase overhead. This is how modern financial infrastructure is built. 🌐🚀
One codebase. Six platforms. Launched on Day 1. 🌐
See how @maxintapp launched their financial OS across iOS, Android, macOS, Windows, Linux, and Web simultaneously with Flutter, avoiding 65% more code and shipping with a fraction of the typical team size.
Tweet 1/5
The standard for personal financial infrastructure is too low.
Today, we’re deploying Maxint OS 2.25.0 across all 6 platforms. We just brought true voice intelligence and native edge-computed document parsing directly to your local hardware. 🧵👇
🔐 Next-Gen Security & Telemetry.
We deployed end-to-end Passkey authentication to lock down your ledger with passwordless biometric access. We also shipped fully responsive, dynamic-themed Android widgets to monitor telemetry directly from your home screen.
Shipping this level of native, 120fps performance to macOS, Windows, Linux, iOS, Android, and Web simultaneously is the power of a strict double-entry backend and a unified Go + Flutter stack.
Update your local environments to the new baseline.
🔗maxint.com/download
2/ End the spreadsheet gymnastics.Buy a piece of equipment? Just tag the expense as an asset. Maxint automatically generates the depreciation schedule using your preferred method. We applied the exact same fully automated logic to inventory costing.
6/ The signal just got stronger.Financial software shouldn't give you more admin work. It should handle the busywork quietly in the background so you can focus on making real decisions.
Read the full Maxint 2.24 release notes and upgrade your workspace: maxint.com/blog/maxint-2-24-…





