Одна AI-голова — хорошо, а две — от разных вендоров лучше. Как заставить Claude и Codex спорить между собой

Недавно OpenAI выпустил опенсорсный плагин , который даёт Claude Code структурированную интеграцию с Codex. Кроме того, всё работает прямо из VS Code через Claude Code Extension. По моему опыту даже в задачах, не связанных с кодом, две "AI-головы" дают результаты лучше, чем одна. У одиночного AI нет стимула оспаривать свои выводы, да и ограничен он своими условиями обучения. Но раньше взаимодействием двух AI было не очень комфортно управлять. С новым плагином стало удобнее, а с дополнительными скиллами для Claude Code еще удобнее. Ниже про скиллы, которые превращают AI-советчиков в структурированных оппонентов. Пока я не разобрался как использовать плагин эффективно, получал такие диалоги:

https://habr.com/ru/articles/1019494/

#claude #codex_cli #multimodel #llmdebate

Одна AI-голова — хорошо, а две — от разных вендоров лучше. Как заставить Claude и Codex спорить между собой

Недавно OpenAI выпустил  опенсорсный плагин , который даёт Claude Code структурированную интеграцию с Codex. Кроме того, всё работает прямо из VS Code через Claude Code Extension. По моему опыту...

Хабр
ArcadeDB 26.2.1 is out! Biggest highlights: - @Neo4j Bolt protocol support - use standard Neo4j drivers - Full @openCypher TCK compliance - New SQL parser - SQL Triggers (SQL, JS, Java) - Scheduled Backups 200+ issues closed github.com/ArcadeData/a... #graphdb #multimodel

Release 26.2.1 · ArcadeData/ar...

🚀 Ra mắt StarCastle – ứng dụng AI đa mô hình. Người dùng nhập một prompt, nhiều mô hình trả lời, sau đó lớp đồng thuận tổng hợp đáp án, hiển thị quá trình tranh luận và nguồn tham khảo. Mục tiêu giảm lỗi “tự tin nhưng sai”. Đang tìm ý kiến: công cụ này thực sự hữu ích? Khi nào sẽ gặp khó? Bạn có tin vào câu trả lời đồng thuận hơn mô hình đơn? #AI #MultiModel #StarCastle #CôngNghệ #Tech #AIVietnam

https://www.reddit.com/r/SideProject/comments/1qk26ac/launched_a_multimodel_ai_app_whats_the_obvio

🚀 Thử nghiệm SAFi (hệ thống đa‑mô hình) trên Socratic Tutor: 845 tương tác, 94 kẻ tấn công, 48.9% lượt phản kháng. Chỉ 2 jailbreak (0.24%) → tỷ lệ phòng thủ 99.64%. Gatekeeper giảm lỗi từ 2.1% xuống 0.24%. Chi phí < $5, mã nguồn mở, đang tìm cộng tác viên. #AI #Safety #MultiModel #OpenSource #AIsecurity #TríTuệNhânTạo #BảoMật #MôHìnhĐa #NgườiDùng.

https://www.reddit.com/r/LocalLLaMA/comments/1qiz9se/i_built_a_multimodel_cognitive_architecture/

Arcade 25.10.1 is out! Python Bindings for embedded use, significant query and indexing enhancements, bug fixes, SQL/Cypher compatibility, and much more #multimodel #graphdb github.com/ArcadeData/a...

Release 25.10.1 · ArcadeData/a...
Release 25.10.1 · ArcadeData/arcadedb

We're excited to announce the release of ArcadeDB 25.10.1! This version introduces a major new feature: official Python Bindings for embedded use. It also delivers significant query and indexing en...

GitHub
We're excited to announce the release of ArcadeDB version 25.9.1! This is a significant update that introduces powerful new features for developers, including experimental gRPC protocol support and multiple issues fixed. #graphdb #multimodel github.com/ArcadeData/a...

Release 25.9.1 · ArcadeData/ar...
Release 25.9.1 · ArcadeData/arcadedb

ArcadeDB Release v25.9.1 Release Date: October 9, 2025 We're excited to announce the release of ArcadeDB version 25.9.1! This is a significant update that introduces powerful new features for devel...

GitHub
We're excited to announce the release of ArcadeDB version 25.9.1! This is a significant update that introduces powerful new features for developers, including experimental gRPC protocol support and multiple issues fixed. #graphdb #multimodel https://github.com/ArcadeData/arcadedb/releases/tag/25.9.1
We're excited to announce the release of ArcadeDB v25.8.1! This version introduces a powerful new schema feature, enhances Kubernetes support, and resolves several important bugs to improve stability and performance. #graphdb #multimodel github.com/ArcadeData/a...

Release 25.8.1 · ArcadeData/ar...
Release 25.8.1 · ArcadeData/arcadedb

ArcadeDB v25.8.1 We're excited to announce the release of ArcadeDB v25.8.1! This version introduces a powerful new schema feature, enhances Kubernetes support, and resolves several important bugs t...

GitHub
We are excited to announce the general availability of ArcadeDB version 25.7.1! Check all the improvements on: github.com/ArcadeData/a... #multimodel #graphdb

Release 25.7.1 · ArcadeData/ar...
Release 25.7.1 · ArcadeData/arcadedb

ArcadeDB v25.7.1 Release Highlights We are excited to announce the general availability of ArcadeDB version 25.7.1! This is a significant maintenance release that focuses on improving stability, en...

GitHub