Kiri Research Labs

09/07/2026

Weightnoise

Visualize and remove noise from neural network weights. See exactly which weights carry signal vs noise, with per-layer spectral analysis.

https://github.com/Kiri-Labs/weightnoise

Visit: https://kiri.ng/logs/weightnoise/

09/07/2026

Turboquant Kv Cache

TurboQuant: 3-bit KV cache compression for LLM inference (ICLR 2026)

https://github.com/Kiri-Labs/turboquant-kv-cache

Visit: https://kiri.ng/logs/turboquant-kv-cache/

09/07/2026

Supply Chain Hunter

Supply chain security: PyPI/npm typo-squat detection, malicious package analysis, CI/CD poisoning

https://github.com/Kiri-Labs/supply-chain-hunter

Visit: https://kiri.ng/logs/supply-chain-hunter/

Supply chain security: PyPI/npm typo-squat detection, malicious package analysis, CI/CD poisoning

09/07/2026

Ai Serving Vulns

AI/ML model serving API vulnerabilities: ollama, vLLM, TGI, TEI, llama.cpp, LocalAI, koboldcpp recon & exploitation

https://github.com/Kiri-Labs/ai-serving-vulns

Visit: https://kiri.ng/logs/ai-serving-vulns/

AI/ML model serving API vulnerabilities: ollama, vLLM, TGI, TEI, llama.cpp, LocalAI, koboldcpp recon & exploitation

09/07/2026

Cloud Ai Infra

Cloud AI infrastructure security: GCP Vertex AI, AWS SageMaker, Azure ML, Databricks metadata exposure & container escape

https://github.com/Kiri-Labs/cloud-ai-infra

Visit: https://kiri.ng/logs/cloud-ai-infra/

Cloud AI infrastructure security: GCP Vertex AI, AWS SageMaker, Azure ML, Databricks metadata exposure & container escape

09/07/2026

Tensor Train Slm

Research log by Kiri Research Labs.

https://github.com/Kiri-Labs/tensor-train-slm

Visit: https://kiri.ng/logs/tensor-train-slm/

Research log by Kiri Research Labs.

05/07/2026

Weight Space Intelligence Transfer

Research log by Kiri Research Labs.

https://github.com/Kiri-Labs/weight-space-intelligence-transfer

Visit: https://kiri.ng/logs/weight-space-intelligence-transfer/

Research log by Kiri Research Labs.

14/06/2026

Free Energy Compression

Free Energy Compression: Unified quantization + pruning via variational free energy

https://github.com/Kiri-Labs/free-energy-compressionRead more: https://kiri.ng/logs/free-energy-compression/

Free Energy Compression: Unified quantization + pruning via variational free energy

03/05/2026

Tucker Transformer Compression

Tucker decomposition for transformer MLP layer compression

https://github.com/Kiri-Labs/tucker-transformer-compression
Read more: https://kiri.ng/logs/tucker-transformer-compression/

Tucker decomposition for transformer MLP layer compression