Clarify model engineering business and research scope
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README.md
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# ConeML
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ConeML is an independent model lab
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The company works upstream of the application layer: first determining whether specialized AI is viable for a measurable workflow, then engineering and evaluating the system around that behavior.
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##
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- Domain-model feasibility and capability analysis
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- Corpus and curriculum engineering
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- Held-out, machine-verified, and calibration-focused evaluation
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- Regression testing, maintenance, and system evolution
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## Public Evidence
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ConeML's public model releases are research artifacts that make measured capability movement and failure boundaries inspectable. The models are evidence; the engineering methodology is the differentiator.
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# ConeML
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ConeML is an independent AI model engineering company and research lab. It develops language models and training methodology focused on capability engineering, corpus design, curriculum design, activation, and evaluation.
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The company works upstream of the application layer: first determining whether specialized AI is viable for a measurable workflow, then engineering and evaluating the system around that behavior.
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## Model Engineering
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- Domain-model feasibility and capability analysis
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- Corpus and curriculum engineering
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- Held-out, machine-verified, and calibration-focused evaluation
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- Regression testing, maintenance, and system evolution
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Commercial engagements can cover feasibility, corpus and curriculum
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engineering, model training and adaptation, evaluation, quantization, and
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release. Public research-model licenses do not grant commercial rights;
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commercial work and licensing are scoped separately.
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- [Discuss a model project](mailto:contact@coneml.com)
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- [Model engineering and current research](https://coneml.com)
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## Public Evidence
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ConeML's public model releases are research artifacts that make measured capability movement and failure boundaries inspectable. The models are evidence; the engineering methodology is the differentiator.
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