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CL-33 OPERATOR CORE

t3atlas.dev·Infrastructure

Cl33-opLM is a 236 million parameter language model built around a reversible operator bottleneck. The architecture enables unique capabilities such as computation tracing, rewinding, read-back, and override. It is presented as a research artifact focused on transparent and interpretable AI systems. The model is designed for experimentation with operator-only language units and reversible computation concepts.

Open SourceWebAPI
CCL-33 OPERATOR CORE preview
Visit t3atlas.dev↗

Overview

3 features

CL-33 OPERATOR CORE sits in PulseGate's Foundation models & chat category. It focuses on training and deploying compact, interpretable language models with reversible computation for research and experimentation. CL-33 OPERATOR CORE is an open-source project aimed at AI researchers and developers. The project is open source (Open Source). It ships for the web and API.

Mirrorethic Systems builds and maintains CL-33 OPERATOR CORE, and it first shipped in 2025. Key capabilities include Reversible Operator Bottleneck, Model Trace Rewind, and Read-back Capability.

Summary written by a language model from the project’s public pages.

  • ✓Reversible Operator Bottleneck
  • ✓Model Trace Rewind
  • ✓Read-back Capability
Tags
small-language-modelreversible-computeoperator-bottleneckresearch-artifact
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Hosting
Cloudflare
Runs on
BrowserAPI-only
Detected from
Cloudflare
cf-ray header · cf-cache-status header

Trust & compliance

License
Open Source
Verified signals
✓HTTPS✓Open Source

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed2 Aug · 22:21 UTC
    Show HN: Cl33-opLM, a 236M language model with a reversible operator bottleneck verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about CL-33 OPERATOR CORE

What is CL-33 OPERATOR CORE?
CL-33 OPERATOR CORE focuses on training and deploying compact, interpretable language models with reversible computation for research and experimentation. It is catalogued under Foundation models & chat on PulseGate.
Who should use CL-33 OPERATOR CORE?
CL-33 OPERATOR CORE is an open-source project built for AI researchers and developers.
Does CL-33 OPERATOR CORE have a free plan?
Yes — CL-33 OPERATOR CORE is open source under the Open Source license and free to use.
What platforms does CL-33 OPERATOR CORE run on?
CL-33 OPERATOR CORE runs on the web and API.
Is CL-33 OPERATOR CORE still active?
Unverified. CL-33 OPERATOR CORE has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to CL-33 OPERATOR CORE?
Similar projects tracked by PulseGate include Ouro 1.4B, Bge Reranker V2 M3 Ko, and Qwen 72B.Ouro 1.4BBge Reranker V2 M3 KoQwen 72B
Who makes CL-33 OPERATOR CORE?
CL-33 OPERATOR CORE is developed by Mirrorethic Systems.
How long has CL-33 OPERATOR CORE been around?
CL-33 OPERATOR CORE first shipped in 2025.

At a glance

Platforms
Web
Languages
English
License
Open Source
Built for
AI researchers and developers
Model
Open source
Solves
Training and deploying compact, interpretable language models with reversible computation for research and experimentation.

Developer

Mirrorethic Systems

Live coverage

Identity confidence
Medium · 72.8
Indexed
2 Aug 2026
Lifecycle
Alive
Last seen
2 Aug 2026
Identity audit (13)
Slug
show-hn-cl33-oplm-a-236m-language-model-with-a-reversible--t3atlas-dev
Lifecycle state recorded
2 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
2 Aug 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
2 Aug 2026
Canonical URL
https://cl33.t3atlas.dev/

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