Cua Perception parses custom windows locally on CPU in 2.0s via OmniParser and PP-OCR. Switching from raw coordinates to discrete IDs stops GUI drift.
Architectural Teardowns
138 Articles in this Category
In-depth technical deconstructions of major foundation model releases from OpenAI, Anthropic, Google DeepMind, and DeepSeek.
OpenShell mediates agent access; Sentry adds an out-of-band hardware watchdog. NVIDIA describes quarantine in milliseconds, not a verified 850µs result.
Huawei opens pretraining, SFT and RL code for openPangu-2.0. Explore the 92B examples, Ascend dependencies and what missing datasets mean for developers.
The global small-satellite launch sector is colliding with an unforgiving economic reality: rideshare economics are crushing dedicated…
Google’s Gemini 4.0 Argon checkpoint leads LMSYS at 1528 Elo, hitting 88.4% on MMMU-Pro and 74.2% on SWE-bench. Here is our forensic systems breakdown.
MiniMax lists M3.1 Flash Preview in M Plan. Access, effort labels and credit rules do not prove model architecture or a guaranteed coding speedup.
Sarvam AI pivots from ground-up Indic foundation models to enterprise orchestration on US backbones. Here is the compute economics and sovereignty audit.
OpenAI announced Dots on September 29. Its documented goals, app access and approval rules replace earlier speculation about filters and biometric controls.
EY–IESA projects a $200B Indian semiconductor market by 2035. The implied growth rate is 13.5%; demand does not establish domestic manufacturing revenue.
Cyber-Prime 1.1 is a specialized 2.6-billion-parameter language model developed by security researcher Akahsizrr. Built directly on Liquid…