DeepWism/DeepWism-R2

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1017 stars · 154 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

DeepWism R2 is an AI 'Research&Report' system presented as a next-generation AGI agents framework built on a Thin-Thick-Thin Crowd Entropy Dynamics System (T3CEDS), claiming entropy reduction rather than attention modeling as its core mechanism. It offers a chat interface for complex reasoning, deep retrieval, and automated research report generation, with self-reported benchmark results on Humanity's Last Exam and xbench.

Use cases

• generate a deep research report on a complex topic automatically
• AI agent that performs multi-step web research and answers hard science questions
• chat assistant for deep search and reasoning across multiple domains
• explore an entropy-based alternative to attention-based AI architectures
• agent for multi-domain question answering across science, retrieval, and logic
• research agent benchmarked against OpenAI DeepResearch

When to choose

• You want an autonomous research-and-report agent that combines deep retrieval with structured reasoning and produces reports
• You want to experiment with an alternative architecture built on entropy reduction and crowd-intelligence mechanisms
• You need a chat interface for complex science QA and deep search tasks

When to avoid

• You need production software with a clear license - the repository has no license and an unknown primary language
• You require independently verified performance - the claimed HLE and xbench scores are self-published with limited methodological detail
• You need documented, inspectable implementation code - the README offers mostly high-level marketing claims about the T3CEDS architecture
• You prefer standard, well-supported LLM and agent tooling with active community and vendor support

Facets

application · maturity experimental

agent-framework rag chatbot nlp artificial-intelligence chatbots large-language-models cloud deep-research research-agent agi entropy-reduction crowd-intelligence t3ceds research-reports deep-search self-reported-benchmarks ai-agents retrieval-augmented-generation natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="DeepWism/DeepWism-R2")