Predictive models of sociological changes in language

Integrating historical data and real-time insights for robust language modeling and prediction.

Innovative Three-Phase Design Solutions

At swasdgs, we integrate historical data, real-time social media insights, and social variables to create robust models that predict linguistic shifts and enhance communication strategies across cultures.

Empowering Language Evolution

Transforming Communication Dynamics

Our approach fine-tunes advanced models for multitask predictions, ensuring cross-cultural robustness and effective language change simulations, ultimately leading to impactful social interventions and optimized communication strategies.

Innovative Language Solutions

We integrate data layers for advanced linguistic analysis and real-time social media insights.

Multitask Prediction Model

A laptop displaying a website about language models is set on a wooden table. A coffee cup is nearby, next to a menu stand featuring a beef dish advertisement.

Fine-tuned GPT-4 for diverse linguistic tasks and cultural robustness.

A laptop displaying a webpage about optimizing language models rests on a wooden table. To the left of the laptop is a white cup containing coffee, with remnants of foam around the edges. A colorful laminated menu stand with a sandwich picture is positioned behind the cup.

A laptop displays a screen with the title 'ChatGPT: Optimizing Language Models for Dialogue', accompanied by descriptive text. The background shows a blurred image of a sandwich, and there's a white cup on the wooden table next to the laptop.

Robust Validation Methods

Evaluate linguistic shifts through backtesting and real-time forecasting for emerging expressions.

APIs for Data Generation

Simulate language change effectively.

Language Evolution

Integrating data layers for advanced linguistic analysis and forecasting.

Data Integration

Combining historical and real-time data for insights.

Model Optimization

Fine-tuning models for robust cross-cultural language predictions.

A torn poster with red text on a black background reads 'change is coming, whether you like it or not!' is affixed to a light green wall. The poster has been ripped in several places, partially obscuring some of the words. There is graffiti in black on the wall near the bottom right of the image.

$Abstract representation of digital text overlay with questions about large language models, featuring a futuristic, stylized reflection and refracted light effect.$

Validation Process

Evaluating linguistic shifts through backtesting and forecasting.

API Support

Generating data for simulating language change interventions.