#Pareto search
29 related articles
·3 min
The Era of Agent-Driven Automated Research: Where Should Graduate Students Be Heading?
AI Agents are reshaping research workflows, taking over execution from experiment design to paper writing. Learn how grad students can shift from executors to decision-makers.
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·3 min
GPT-5.6 Pro Hands-On Review: In-Depth Evaluation of Game Development, 3D Modeling, and SVG Design Capabilities
Comprehensive hands-on review of GPT-5.6 Pro covering SVG vector design, 3D modeling, game generation, and image-to-web conversion. Detailed analysis of breakthroughs in spatial understanding, code reasoning, and One-Shot generation.
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·3 min
GitHub Uses LLM Reasoning to Reduce Secret Scanning False Positives: AI-Driven DevSecOps in Practice
GitHub integrates context-aware LLM reasoning into Secret Scanning to dramatically reduce false positives, combat alert fatigue, and boost security alert credibility for developers.
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·4 min
PAO Project in Practice: Bayesian Optimization-Driven Aspen Plus Automated Simulation Tutorial
Learn how the PAO project integrates Bayesian optimization with Aspen Plus via YAML configuration for automated multi-objective chemical process optimization.
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·3 min
Europe's Extreme Heat Driving Tourists Away: Can Climate Tech Save the Tourism Industry?
Europe's summer heat and lack of AC are driving tourists away. Explore how climate tech — smart cooling, district cooling, and AI energy management — can help Europe's tourism industry adapt.
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Deep Dives·3 min
Deep Dive into Hermes Agent Self-Evolution: The GIPA Algorithm and Engineering Practice
Deep analysis of NousResearch's Hermes Agent Self Evolution project: GIPA genetic Pareto prompt evolution algorithm, six-step optimization loop, and five guardrail mechanisms for real-world Agent self-evolution.
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Research·2 min
Optimize Anything: One API to Unify Optimization of Code, Prompts, and Agent Architectures
UC Berkeley and Stanford propose Optimize Anything, a universal text optimization framework that unifies optimization of CUDA kernels, agent architectures, and prompts through one declarative API.
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Deep Dives·3 min
Hermes Self-Evolution Framework: An Open-Source Solution for Automated AI Agent Prompt Optimization
Deep dive into NousResearch's open-source Hermes Agent self-evolution framework, using DSPy and GEPA for automated prompt optimization with five-layer safety mechanisms.
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Tutorials·1 min
OpenClaw Enterprise Deployment Guide: Build a Team AI Agent with Sonnet 4.6 + VPS
Complete guide to deploying OpenClaw with Sonnet 4.6 on VPS: low-cost enterprise AI agent setup with Slack integration, heartbeat automation, and team collaboration.
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