News & Founder Notes
Official announcements, foundation model architecture drops, and studio insights from Darsh Yadav.

Sorika Labs Releases Swen 1.1 Model Family & Foundational Technical Report
Sorika Labs officially releases Swen 1.1 — breaking the sub-2B edge intelligence barrier with hybrid causal convolutions, 128k native context, 10.6x less KV cache RAM, and test-time reasoning.

Sorika Labs Releases Swen 1.1 Model Family & Foundational Technical Report
Sorika Labs officially releases Swen 1.1 — breaking the sub-2B edge intelligence barrier with hybrid causal convolutions, 128k native context, 10.6x less KV cache RAM, and test-time reasoning.

Meet Sorise: The Autonomous Multimodal Agentic Workspace by Sorika
Sorika AI Labs is officially introducing Sorise — our flagship autonomous agentic AI workspace. Built for deep reasoning, live sandboxes, document perception, and complex multi-step execution.

Introducing Sorika AI Labs: An Independent Studio for Compact Foundation Models
Founded by Darsh Yadav, Sorika AI Labs is launching to build lightweight, sovereign, and deterministic foundation models across speech, vision, and reasoning.

Introducing Kaori K1: High-Precision Spatial Document Synthesis and Multilingual OCR
Kaori K1 introduces a 120M parameter spatial transformer engine for zero-shot layout understanding, complex scientific tables, and multi-column PDF extraction.

Introducing Suzune S1: Ultra-Fast 80M Parameter Non-Autoregressive Speech Foundation Model
Suzune S1 is an ultra-lightweight 80M parameter speech synthesis engine delivering 24kHz broadcast audio with sub-20ms streaming latency and constant 320MB memory.