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Raven

6 articles · Page 1 of 1
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Sep 27, 2026 · Artificial Intelligence

Raven V0.2.0: Harness of Harnesses Orchestrates Agents & Enables Self-Improvement

EverMind's Raven V0.2.0 introduces a Harness of Harnesses architecture that orchestrates specialized agents like Raven-Research, Raven-Code, Raven-Design, Raven-Oncall, Claude Code, and Codex via DAG-based task graphs, while its experimental Curator component enables runtime Harness self-modification across Memory, Planning, Capability, and Action policies, demonstrating superior benchmark results in multi-agent orchestration, deep research, coding, design, and continuous execution tasks.

AI agent frameworkDAG task graphEverMind
0 likes · 26 min read
Raven V0.2.0: Harness of Harnesses Orchestrates Agents & Enables Self-Improvement
Machine Heart
Machine Heart
Aug 11, 2026 · Artificial Intelligence

Why Changing an AI Harness Can Make a Model Appear Dumber—and How EverMind Makes Agents Smarter

The article analyzes why a frozen‑weight model can perform worse when wrapped in a different harness, presents EverMind's HarnessBank architecture that validates improvements through rigorous gating, reports benchmark gains across multiple tasks, and explains how this research is being turned into the Raven runtime and the EverMe product ecosystem.

AI agentsEverMeHarnessBank
0 likes · 16 min read
Why Changing an AI Harness Can Make a Model Appear Dumber—and How EverMind Makes Agents Smarter
Black & White Path
Black & White Path
Jun 24, 2026 · Information Security

How RAVEN Extracts BitLocker Recovery Keys in Seconds

RAVEN, an open‑source DFIR tool, automates BitLocker forensics by detecting encryption, parsing FVE metadata, computing near‑maximum entropy, and scanning raw bytes to recover a 48‑bit recovery key within seconds, offering a cost‑free alternative to expensive commercial solutions.

BitLockerRavendigital forensics
0 likes · 7 min read
How RAVEN Extracts BitLocker Recovery Keys in Seconds
HyperAI Super Neural
HyperAI Super Neural
Mar 31, 2026 · Artificial Intelligence

AI Uncovers 118 New Exoplanets with RAVEN, Achieving 91% Overall Accuracy

A Warwick University team introduced the RAVEN pipeline, which uses synthetic training data and a combined GBDT‑GP model to rank and validate TESS candidates, achieving over 97% AUC on all false‑positive scenarios, 91% overall accuracy on 1,361 external TOIs, and confirming 118 new exoplanets.

AIGBDTGaussian Process
0 likes · 17 min read
AI Uncovers 118 New Exoplanets with RAVEN, Achieving 91% Overall Accuracy
Alibaba Cloud Native
Alibaba Cloud Native
May 30, 2022 · Cloud Native

How Raven Enables Non-Intrusive Cross-Edge Container Networking in OpenYurt v0.7.0

OpenYurt v0.7.0 introduces the Raven solution, a non‑intrusive, encrypted‑tunnel based approach that seamlessly connects pods across public‑cloud, edge‑to‑edge, and edge‑to‑cloud environments without modifying existing CNI plugins, while also adding EdgeX Foundry LTS support, Kubernetes 1.22 compatibility, and IPv6 networking.

KubernetesOpenYurtRaven
0 likes · 8 min read
How Raven Enables Non-Intrusive Cross-Edge Container Networking in OpenYurt v0.7.0