Tagged articles

experiment

6 articles · Page 1 of 1

Aug 28, 2026 · Artificial Intelligence

AgentLoop Data Flywheel Overview: Building a Closed Loop for Continuous Agent Optimization

This article walks through a 64‑minute hands‑on demo of AgentLoop’s data flywheel, showing how ingesting trace data, observing runs, auditing, building datasets, evaluating, experimenting, and populating an experience library form a closed loop that continuously improves AI agents, with reported 30‑40% time savings and 20‑47% cost reductions.

AI AgentAgentLoopData Flywheel

0 likes · 9 min read

AgentLoop Data Flywheel Overview: Building a Closed Loop for Continuous Agent Optimization

Machine Heart

Jul 31, 2026 · Artificial Intelligence

Can a Zero‑Person Company Profit? GPT‑5.6 Sol Ran a Business and Lost $447

In a 24‑hour experiment, an AI agent named Saul, powered by GPT‑5.6 Sol, was given a Mac mini, a bank account and a live iOS app, but after spending $447 on API calls, fake user purchases and price hacks, it failed to generate profit and even ran out of cash.

AI AgentGPT-5.6Saul

0 likes · 9 min read

Can a Zero‑Person Company Profit? GPT‑5.6 Sol Ran a Business and Lost $447

JD Tech

Jul 5, 2024 · Artificial Intelligence

Generative Recommendation Systems for JD Alliance Advertising: Architecture, Implementation, and Experimental Evaluation

This article surveys how large language models reshape recommendation systems, presents a generative RS framework tailored for JD Alliance advertising, details material representation, model input, training and inference pipelines, and reports extensive offline and online experiments demonstrating its effectiveness on sparse user data.

LLMSemantic IDe-commerce advertising

0 likes · 27 min read

Generative Recommendation Systems for JD Alliance Advertising: Architecture, Implementation, and Experimental Evaluation

ByteDance Data Platform

May 15, 2024 · R&D Management

How ByteDance Embeds A/B Testing into Every Stage of Product Development

This article explains how ByteDance integrates data‑driven A/B testing throughout its R&D workflow—from feature design and large‑scale refactoring to bug fixes, release safety, SQL optimization, and cultural adoption—demonstrating the ROI and sustainable practices of a data‑centric development culture.

AB Testingdata-drivenexperiment

0 likes · 18 min read

How ByteDance Embeds A/B Testing into Every Stage of Product Development

DataFunTalk

May 12, 2024 · Artificial Intelligence

Cold Start Strategies for New Content in Baidu Feed Recommendation

This article presents Baidu's comprehensive approach to cold‑starting new content in its large‑scale feed recommendation system, covering the definition and challenges of content cold start, algorithmic practices, ID feature optimizations, traffic control mechanisms, experimental design, and key Q&A insights.

AIBaiducold start

0 likes · 16 min read

Cold Start Strategies for New Content in Baidu Feed Recommendation

DataFunTalk

Aug 17, 2021 · Artificial Intelligence

Intelligent Data Assistant for Alibaba Live Streaming: Features, Architecture, and Business Impact

The article describes Alibaba's intelligent data assistant for live streaming, detailing streamer needs, the product's real‑time and post‑live reporting features, AI‑driven insights, the underlying big‑data architecture, and a rigorous experiment that demonstrates significant sales uplift and efficiency gains.

AIData Analyticse-commerce