#ai-evaluation tag

fromBusiness Insider

1 day ago

Read the deck an ex-Waymo engineer used to raise $3.75 million from Sheryl Sandberg and Kindred Ventures

Scorecard raised $3.75M to build an AI evaluation platform that tests AI agents for performance, safety, and faster deployment for startups and enterprises.

fromFast Company

1 month ago

The gap between AI hype and newsroom reality

AI tools often underperform as informed researchers and summarizers for newsroom-specific tasks like local government meeting transcripts.

fromodsc.medium.com

1 month ago

The ODSC AI West 2025 Preliminary Schedule, Mastering AI Evaluation, Building Real World Agentic Applications, and GPT-5 News.

ODSC AI West 2025 offers training on MLOps, RAG, and AI Agents, featuring over 250 industry experts to enhance practical skills.

fromAxios

1 month ago

OpenAI's GPT-5 targets coders

GPT-5 combines a large language model with reasoning capabilities, improving task efficiency and reducing hallucinations, with notable applications in health.

3 months ago

Two Indispensable Tools for Measuring the Quality of AI Systems

Evaluating free text outputs of LLMs requires significant human judgment and high-quality ground truth data.

fromHackernoon

1 year ago

AI Still Can't Explain a Joke-or a Metaphor-Like a Human Can | HackerNoon

Human evaluation is crucial for assessing AI's understanding of multimodal figurative language.

fromBusiness Insider

3 months ago

Anthropic's Claude plays 'for peace over victory' in a game of Diplomacy against other AI

Diplomacy is a strategic board game set on a map of Europe in 1901 - a time when tensions between the continent's most powerful countries were simmering in the lead-up to World War I.

Artificial intelligence

fromwww.mercurynews.com

Chatbot Arena group goes from academic project at UC Berkeley to $600 million startup

LMArena has raised $100 million in seed funding, demonstrating significant investor confidence in AI evaluation tools.

Evaluation Mindset: Taming the Gen AI Dragon

Evaluation in AI is a mindset, not a resource issue; it requires ongoing inquiry and critical thinking for successful application deployment.

Beyond Benchmarks: Really Evaluating AI

Benchmarks help standardize test sets for AI models, ensuring fair evaluation of performance.

fromHackernoon

Chameleon AI Shows Competitive Edge Over LLaMa-2 and Other Models | HackerNoon

Chameleon exhibits competitive performance against leading text-only language models, excelling particularly in commonsense reasoning.

The evaluations indicate that Chameleon is capable of outperforming larger models like Llama-2 in specific benchmarks.

The problems with running human evals

Result ambiguity can come in different forms. The lack of agreement among raters is the most common one, known as Inter Rater Reliability (IRR).

Artificial intelligence

fromHackernoon

5 months ago

MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data: Single-Subject Evaluations | HackerNoon

Evaluation metrics improve significantly with increased fine-tuning data.