Our Research

From NeurIPS and ICML to real-world solutions, we turn innovation into action.

Factored AI leads the 1st Workshop on Multilingual Data Quality Signals at COLM 2025 and authors “The Klingon Effect,” advancing multilingual AI research.

Klingon Effect In Multilingual AI

Rare-language data boosts robustness

Beyond OCR Accuracy

CVPR 2026 Best Short Paper

Structure Beats Random Scale

Language families improve transfer

The Cost of Speech Adaptation

Content gains can erase speaker signal

Speech in the Wild

800K+ hours. 73 languages. 3 tasks.

Architecting Trust in AI Agents

91% completion, reasoning still fails

Medical LLMs: Real-World Risks

1,298-person study reveals reliability gaps

Multilingual Data Workshop

Doubles cross-language consistency

Geospatial AI with NASA Harvest

Improves crop yield forecasts by 20%

Aligning AI with Human Values

Cuts harmful outputs by up to 70%

Klingon Effect In Multilingual AI

Rare-language data boosts robustness

New Multilingual Speech Dataset

Boosts multilingual accuracy by 30%

Fast, Smart Data Deduplication

Shrinks data 40–60% with faster training

New Standards in Data-Centric AI

Scores data quality with 25–50% gains

Benchmarking Medical AI

Privacy-first training improves models 12%

Deep Learning Drives Smart Mktg

Boosts CTR accuracy by up to 20%

Eliminating AI Bias in Decisions

Cuts bias to raise model accuracy 15–30%

Global Speech Dataset

50+ languages for global speech use

Stress-Testing AI Models

Tests models with adversarial prompts

Open, Ethical Speech Data

95% ASR accuracy from large dataset

Text-to-Image Safety at Scale

Safer T2I with 10k+ prompt tests

Multilingual Speech Dataset

5B-speaker corpus for stronger ASR

Forward Deployed Engineering.
In Your Environment.
In Your Time Zone.

Inside your standups, architecture decisions, workflows, and production environments

We build on your stack, for your business

1,000’s of AI & Data engagements across complex production environments

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