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How to choose a base model for your AI project

How to choose the right base model for your AI project. A practical guide to parameter count, benchmarks, licensing, architecture, and what actually matters for production deployment.

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22 May, 2026
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7 min
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May 11th, 2026What regulated businesses need to know before deploying AI

The EU AI Act's high-risk obligations become enforceable in August 2026. A practical guide to what financial institutions must do before the deadline and which architectural choices make compliance easier.

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May 5th, 2026AI hallucinations in financial services

AI hallucinations in financial services carry regulatory and financial risk. Learn why they happen, what makes them dangerous, and how RAG, fine-tuning, and open-weight models reduce them.

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April 29, 2026Open-weight AI models explained: what businesses need to know before choosing one

Open-weight AI models let businesses run, fine-tune, and control their own AI. A practical guide to the major model families in 2026 and what to consider before choosing one.

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April 8, 2026Why banks are moving from LLMs to SLMs - and when they shouldn't

Banks and fintechs are moving AI workloads from general LLMs to purpose-built SLMs. Learn why the shift is happening, when it makes sense, and when it doesn't.

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3 April, 2026robots.txt and AI crawlers

Your robots.txt may be blocking AI crawlers without you knowing. Learn which AI bots exist, what they do, and how to configure access for AI visibility.

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31 March, 2026What is llms.txt and why it matters for your business

llms.txt helps AI systems understand your website. Learn what it is, how it works, whether it impacts AI visibility, and how to create one for your business.

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22 May, 2026

How to choose a base model for your AI project

How to choose the right base model for your AI project. A practical guide to parameter count, benchmarks, licensing, architecture, and what actually matters for production deployment.

Blog Tab img
May 11th, 2026

What regulated businesses need to know before deploying AI

The EU AI Act's high-risk obligations become enforceable in August 2026. A practical guide to what financial institutions must do before the deadline and which architectural choices make compliance easier.

Blog Tab img
May 5th, 2026

AI hallucinations in financial services

AI hallucinations in financial services carry regulatory and financial risk. Learn why they happen, what makes them dangerous, and how RAG, fine-tuning, and open-weight models reduce them.

Blog Tab img
April 29, 2026

Open-weight AI models explained: what businesses need to know before choosing one

Open-weight AI models let businesses run, fine-tune, and control their own AI. A practical guide to the major model families in 2026 and what to consider before choosing one.

Blog Tab img
April 8, 2026

Why banks are moving from LLMs to SLMs - and when they shouldn't

Banks and fintechs are moving AI workloads from general LLMs to purpose-built SLMs. Learn why the shift is happening, when it makes sense, and when it doesn't.

Blog Tab img
3 April, 2026

robots.txt and AI crawlers

Your robots.txt may be blocking AI crawlers without you knowing. Learn which AI bots exist, what they do, and how to configure access for AI visibility.

Blog Tab img
31 March, 2026

What is llms.txt and why it matters for your business

llms.txt helps AI systems understand your website. Learn what it is, how it works, whether it impacts AI visibility, and how to create one for your business.

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27 March 2026

How to evaluate if your financial institution needs a custom AI model

Five signs your financial institution has outgrown generic AI, and a practical framework for evaluating whether a purpose-built small language model is worth the investment.

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12 March, 2026

The hidden costs of API-based AI: what your CFO needs to know

API-based AI costs can reach $1-2M annually for banks at scale. But on-premise has hidden costs too. A full breakdown to help your CFO compare both paths.

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6 March, 2026

SLMs as building blocks for agentic AI in banking

Agentic AI needs specialized models, not one massive LLM. Learn why modular SLM architectures deliver better accuracy, auditability, and cost control for banks.

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February 27, 2026

RAG vs fine-tuning for financial services: when to use which

RAG retrieves current information. Fine-tuning embeds domain reasoning. Learn when to use which for financial services AI, and when to combine both.

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23 February, 2026

How SLMs cut AML false positives in transaction monitoring

Up to 95% of AML alerts are false positives. Learn how small language models reduce false positive rates by 40-70% while running on your own infrastructure.

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January 02, 2026

What is SLM and why size matters

A clear explanation of small language models (SLMs), purpose-built AI models that deliver faster, more accurate results than LLMs while keeping your data on-premise.

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December 18, 2025

DORA and EU AI Act: local AI is no longer optional for banks

DORA and the EU AI Act require banks to control their AI infrastructure. Learn why on-premise small language models are the practical path to compliance by August 2026.

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