# lower cost (blogs) — RSS Amplifier

Recent posts from the 1 feeds in the RSS Amplifier directory that cover lower cost.

Page: <https://rssamplifier.com/topics/lower-cost/blogs>  
Feed: <https://rssamplifier.com/topics/lower-cost/blogs.md>

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## [How We Benchmark Extract on CUAD](https://tinyml.substack.com/p/benchmarking-scaledowns-extraction)

_2026-06-04 · Soham Chatterje · ScaleDown_

Higher accuracy at 60% lower cost on legal contract extraction

## [No Model Training on Your Data at ScaleDown](https://tinyml.substack.com/p/no-model-training-on-your-data-at)

_2026-06-03 · Soham Chatterje · ScaleDown_

Your data trains your competitors’ models. At ScaleDown, it doesn’t.

## [Self-Hosted Deployment of ScaleDown](https://tinyml.substack.com/p/self-hosted-deployment-of-scaledown)

_2026-06-03 · Soham Chatterje · ScaleDown_

ScaleDown can run entirely within your infrastructure. Same models, same API, same performance hosted on your hardware, inside your network, under your control.

## [Task-Specific Models are the New Frontier](https://tinyml.substack.com/p/task-specific-models-are-the-new)

_2026-05-21 · Neal Patel · ScaleDown_

For the past two years, the default enterprise AI strategy has been the same everywhere.

## [Zero Data Retention at ScaleDown](https://tinyml.substack.com/p/zero-data-retention-at-scaledown)

_2026-05-15 · Soham Chatterje · ScaleDown_

At ScaleDown, ZDR means one specific thing “your prompt data is never written to disk.” It exists in memory for the duration of the request and nowhere else.

## [How We Benchmark Summarize on QMSum](https://tinyml.substack.com/p/benchmarking-scaledowns-summarization)

_2026-05-13 · Soham Chatterje · ScaleDown_

How we got competitive ROUGE scores with our Task Specific Language models at 93% lower cost than the cheapest GPT baseline

## [How We Benchmark Classify for Model Routing](https://tinyml.substack.com/p/benchmarking-scaledowns-classification)

_2026-05-13 · Soham Chatterje · ScaleDown_

A task-specific small model outperforms GPT-5.4 Nano and Mini on intent classification, at 200x lower cost.

## [Intent Classification for AI Financial Planners](https://tinyml.substack.com/p/intent-classification-for-ai-financial)

_2026-05-04 · Soham Chatterje · ScaleDown_

You Don’t Need a Frontier Model to Route a Query. Task-specific classification SLMs solves this bottleneck in financial planning AI.

## [Context Compression for Data Security and Privacy Platforms](https://tinyml.substack.com/p/context-compression-for-data-security)

_2026-05-04 · Soham Chatterje · ScaleDown_

Why extractive SLMs for pruning long contexts are a natural fit for code-to-cloud data intelligence

## [Recipe PDFs Ready Fast (Sponsored)](https://crawlproof.com/a/sXbFeKYXwIwV)

_2026-05-04 · **Sponsored**_

Turn online or personal recipes into clean, printable PDFs in seconds.

## [Extraction for E-Commerce Chatbots and Voice Assistants](https://tinyml.substack.com/p/extraction-slms-for-e-commerce-chatbots)

_2026-05-04 · Soham Chatterje · ScaleDown_

How task-specific extraction models cut 80%+ off the most expensive call in your customer service AI pipeline