Get the 2025 Training Data ROI Report
Image
  • Solutions
      • Data collection – High‑volume data capture across text, audio, image and video – tailored to your model and use case.
        • Text data collection
        • Audio data collection
        • Image data collection
        • Video data collection
      • Data annotation – Expert labeling for all data types – delivering the accurate training inputs your ML models need.
        • Text annotation
        • Audio annotation
        • Image annotation
        • Video annotation
      • Data evaluation – Human‑led validation and assessment of data quality and model output – ensuring reliability and compliance.
        • Training data validation
        • AI model evaluation
        • Audio/Speech data evaluation
        • Search relevance
        • Surveys (via clickworker)
      • Data transcription – Accurate transcription of audio, image and video content – optimized for speech and multimodal AI workflows.
        • Audio transcription
        • Image transcription
        • Video transcription
      • Gen AI services – Specialized services for LLMs and generative workflows – from data collection to red‑teaming and RLHF.
        • LLM data collection
        • Supervised fine-tuning
        • LLM red-teaming
        • RLHF services
        • Prompt engineering & evaluation
  • Use cases
    • AR/VR
    • Computer vision
    • Conversational AI
    • Generative AI
    • Speech & NLP
  • Case studies
  • Resources
    • Blog
    • Data collection guide
    • Generative AI guide
    • Speech and NLP guide
    • Research and reports
    • Resource library
    • AI Glossary
  • Company
    • About LXT
    • Contact
    • Secure data processing
    • Meet our AI data experts
    • News & media
    • Women in technology
    • Jobs
Get Started
Join our crowd
Contact sales

Trends in Generative & Ethical AI | Joti Balani, Founder of Freshriver.ai

May 28, 2024
Written by Ritesh Kedia
Next
Prev
Other blog posts you might enjoy
The featured image for LXT's blog post about the company's 2024 accomplishments and what to expect for 2025 and the recent acquisition of clickworker
What’s ahead in 2025 for AI and LXT
Read more
What’s ahead in 2025 for AI and LXT
Introducing The ROI of High-Quality AI Training Data 2025 
Read more
Introducing The ROI of High-Quality AI Training Data 2025 
Woman working with AI screens around her
How enterprises are accelerating successful generative AI deployments
Read more
How enterprises are accelerating successful generative AI deployments
Image
Solutions
  • Data collection
  • Image data collection
  • Audio data collection
  • Video data collection
  • Text data collection
  • LLM data collection
  • Facial recognition data collection
  • Data annotation
  • Image annotation
  • Audio annotation
  • Video annotation
  • Text annotation
  • Transcription
  • Image transcription
  • Audio transcription
  • Video transcription
  • Document transcription
  • Post editing of ASR
  • AI data validation & evaluation
  • Training data validation
  • Audio/Speech data evaluation
  • AI model evaluation
  • Search relevance
  • Human in the loop
  • RLHF services
  • Supervised fine-tuning
  • LLM red teaming
  • Prompt engineering & evaluation

Use Cases

  • AR/VR
  • Computer vision
  • Conversational AI
  • Generative AI
  • Speech & NLP

Company

  • About LXT
  • AI data experts directory
  • Secure data processing
  • Case studies
  • Resource library
  • Jobs
Help
  • Privacy policy
  • AI glossary
Connect
  • Contact us
© 2025 LXT. All rights reserved.
  • Services
    • Back
    • Data collection
      • Back
      • Text data collection
      • Audio data collection
      • Image data collection
      • Video data collection
    • Data annotation
      • Back
      • Text annotation
      • Audio annotation
      • Image annotation
      • Video annotation
    • Data evaluation
      • Back
      • Training data validation
      • AI model evaluation
      • Audio/Speech data evaluation
      • Search relevance
      • Surveys (via clickworker)
    • Data transcription
      • Back
      • Audio transcription
      • Image transcription
      • Video transcription
    • Gen AI services
      • Back
      • LLM data collection
      • Supervised fine-tuning
      • LLM red-teaming
      • RLHF services
      • Prompt engineering & evaluation
  • Use cases
    • Back
    • Use cases
    • AR/VR
    • Computer vision
    • Conversational AI
    • Generative AI
    • Speech & NLP
  • Case studies
  • Resources
    • Back
    • AI data experts
    • Blog
    • Data collection guide
    • Generative AI guide
    • Speech and NLP guide
    • Research and reports
    • Resource library
  • Path to AI maturity
  • Company
    • Back
    • About LXT
    • Contact
    • Meet our AI data experts
    • News & media
    • Women in technology
  • Jobs
Join our crowd
Contact sales