Previously EAGLE-R-001
Technical ReportUnreleasedOn request
EagleAI: A 3.1B-Parameter Transformer Pretrained for Drug Law Enforcement
- Dhadi Sai Praneeth Reddy1
- 1 EAGLE Force, Telangana Police
2026
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Brief
- Problem
- Law-enforcement data and policy knowledge cannot be sent to third-party models, yet officers and citizens need AI assistance grounded in that knowledge.
- Approach
- EagleAI is a 3.1B-parameter transformer designed and pretrained from scratch, with a custom architecture, tokenizer and pretraining pipeline, trained on Indian drug-law-enforcement data, TGANB policy documents and Eagle Force operational knowledge.
- Contribution
- A sovereign model powering India's first AI-integrated law enforcement platform, launched by the DGP of Telangana on 31 March 2026.
02
Status
Unreleased
- Idea
- Experiments
- Drafting
- Review
- Released (current stage)
03
Abstract
Law-enforcement data and policy knowledge cannot be sent to third-party models, yet officers and citizens need AI assistance grounded in that knowledge. EagleAI is a 3.1B-parameter transformer designed and pretrained from scratch, with a custom architecture, tokenizer and pretraining pipeline, trained on Indian drug-law-enforcement data, TGANB policy documents and Eagle Force operational knowledge. A sovereign model powering India's first AI-integrated law enforcement platform, launched by the DGP of Telangana on 31 March 2026.
This is the summary cleared for public sharing. The full paper is available on request.
04
Identifiers
05
Access
Full paper available on request
Institutional or restricted work is shared directly with researchers and partners.
06
Key results
3.1B
Parameters
Pretrained from scratch.
26
Platform modules served
Eagle Force Telangana ecosystem.
31 Mar 2026
Launched in production
By the DGP of Telangana.
07
Write-up
Institutional work
EagleAI was built for the Elite Action Group for Drug Law Enforcement (EAGLE), Telangana Police. Technical details are shared within authorized limits; the abstract above is public.
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