Catalog Systems Recent method papers — theorized, no distinct product CREATOR

CREATOR

Tool creation for disentangling abstract and concrete reasoning. EMNLP Findings.

Active · Verified 2026-10-28 · fresh as of 2026-10-28 · 20 cited facts, 0 with a third-party source · Suggest a correction

At a glance

Type
Tool creation for reasoning paper fix
Tier
T3
Section
Recent method papers — theorized, no distinct product
Created
2023-05-23 (arxiv 2305.14318 submitted May 23 2023; EMNLP 2023 Findings) paper fix
Latest release
not applicable — not OSS fix
License
not applicable — not OSS fix
GitHub
not applicable — no GitHub repo fix
Pricing
not applicable — not commercial fix
Funding
not applicable — not commercial fix
Freshness
2026-10-28 fix
Layer
agent-infra repo fix

Memory taxonomy

storage
vector
retrieval
similarity
persistence
cross-session
update
extraction
unit
skill
governance
inspectable
conflict
llm-arbitrate

When to use

Optimised for: not applicable - research paper

Anti-fit: not applicable - research paper

Pros & cons

Pros

Tool creation for disentangling abstract and concrete reasoning; EMNLP Findings.

Cons

Created tools quality varies; tool reuse across domains is brittle.

Claims & capabilities

Disentangles abstract tool creation and concrete decision execution; LLMs autonomously generate custom tools using documentation and code. Headline: 59.7% on MATH, 94.7% on TabMWP, 75.5% on the new Creation Challenge; baselines: chain-of-thought, program-of-thought (with/without rectification), tool-use (WolframAlpha API); primary datasets: MATH, TabMWP, and the introduced Creation Challenge (~2K problems).

Technical surface

API surface
not applicable — research paper
Backend storage
not applicable — research paper
Deployment
not applicable — not a deployable product
Embedding model
not applicable — research paper
Multi-tenancy
not applicable — research paper
MCP
not applicable — research paper, no deployed product
A2A
not applicable — research paper, no deployed product
OpenTelemetry
not applicable — research paper, no deployed product

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Other recent method papers — theorized, no distinct product in the catalog, ranked by inbound references.

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  • Generative Agents T3

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  • MemoryBank T3

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  • Reflexion T3

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Sources (19 cited facts, 0 third-party)

Each fact links to the page it came from; the badge says who published it (how to read sources).