Humanloop

A deep dive into why LLMs need both metrics and human feedback for real-world accuracy, ethics, and performance.

Toward Holistic Evaluation of LLMs: Integrating Human Feedback with Traditional Metrics

Explore how ICPL builds on foundational works like EUREKA to redefine reward design in reinforcement learning. 

Hacking Reinforcement Learning with a Little Help from Humans (and LLMs)

Large-scale test with Gemini Pro 1.0 and 1.5, Claude Opus, and ChatGPT-4 on hundreds of real algorithmic problems.

Testing LLMs on Solving Leetcode Problems

LinkedIn is a case study in terms of how its newsfeed has evolved over the years. Recently, a major update was rolled out; here's how it works

LinkedIn Feed Evolution: More Granular and Powerful Machine Learning, Humans Still in the Loop

Build production-ready LLM agents. Learn 15 principles for stability, control, and real-world reliability beyond fragile scripts and hacks.

Stop Prompting, Start Engineering: 15 Principles to Deliver Your AI Agent to Production

Learn how behavioral effects, age disparities, and implications for policy design and technology development help mitigate the influence of dark patterns. 

Older and Younger Adults Are Influenced Differently by Dark Pattern Designs: Conclusion & References

From co-design workshops to a technology probe deployment, this article unveils a novel approach to dark pattern mitigation. 

A Roadmap for User Empowerment in the Dark Pattern Landscape

In this article, we will learn about HR tools and the types that can help automate and simplify HR functionalities.

Top HR Tools to Improve Your Hiring Processes

<a href="https://en.wikipedia.org/wiki/Interaction_design" target="_blank"><strong>Interaction design</strong></a>, often abbreviated as IxD, is “the practice of designing interactive digital products, environments, systems, and services.” While the digital side of this statement is true, interaction design is also useful when creating physical (non-digital) products, exploring how a user might interact with it. Common topics of interaction design include design, human–computer interaction, and software development. While interaction design has an interest in form (similar to other design fields), its main area of focus rests on behavior. Rather than analyzing how things are, interaction design synthesizes and imagines things as they could be. This element of interaction design is what clearly marks IxD as a design field as opposed to a science or engineering field.

What is Interaction Design And How it Works?

On the Watson Cognitive Environments team, we explored ways that Watson could improve human-computer interaction. We built various gesture based interactions using body tracking, spatial input tools and both passive and active voice driven applications. Ultimately, what was <em>actually useful</em> for our target environment was augmenting applications that were driven by spatial inputs (think wii-mote) with voice commands. There were a few key principles we discovered while refining this interaction pattern, both for improving the performance of the system and for delivering a better user experience.

Voice Augmented Applications

The enterprise platform for developing and evaluating LLM applications. Companies like AmexGBT, Duolingo and Gusto use the Humanloop platform to develop robust AI applications, evaluate and fine-tune them. Humanloop was founded by leading AI experts that worked on some of the largest AI developments at Google, Microsoft and Amazon. The company has offices in London and San Francisco

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HUMANLOOP

humanloop.com

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Since 2020

Humanloop's Related Companies

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2019

2023

2020

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