Top Tweets for #MissionCriticalAI

SILVIA isn't an LLM but it has fully-tunable determinism. Working on rolling out Core 3.1 right now, still in final code audits, then moving back over to finish some things in our Studio Editor and steelmanning the form of a few new API sections so they write nicely and read sensibly in IDE. Key API's we're finishing up: 1. Sensors - Via all standard sensor/socket protocols, post/get, deeply integrated into the core state for continual monitoring or Behavior-based control. 2. Database - Full suite of command abstraction and query tools that supports all major database types and can use SILVIA's inbuilt inference, validation, determinism, wildcards, security levels, etc. to allow database queries in natural language or by script to be run through SILVIA as a gatekeeper that prevents injection attacks and exploits at a whole new level. This API vastly speeds up ERP/CRM/SCM integrations, among other things. 3. HUD - Component based system that runs in pure C# via OpenGL/XR/Etc. or can push to Unity UI's. Supports Vulkan and DirectX, allows deep integration of Command & Control with UX both visible and audible. 4. Behavior Triggers - In addition to NLP or Scripting being able to surface a Behavior, we have a suite of trigger schemas for jumping from Database, Sensor or HUD/UX events to specific SILVIA Behaviors. These sorts of triggers avoid ML inference "complexity" since they bypass command prompt input but are still subject to all relevant security measures. 5. ONNX Components & Loaders - Allows any sort of multimodal or other ML integrations. Anything under the sun that is ported to ONNX. Object recognition is one we're excited about pushing through SILVIA inference, but really we're toolmakers so we are preparing everyone else to do it. 6. A number of MILSPEC APIs. We do different kinds of work. Drones. Ballistics. Orbital calcs. Multi-tiered C2 networks of Brains. Some of the SILVIA configs are not for general B2B use. We'll get loud shortly when we press the Studio LLM Link which will allow rapid authoring of Behaviors using either your API-keyed services or using local LLM's. Already have it running Claude but we're rolling out support for OpenAI, Grok, and local LLMs, provisionally preparing for Google/Mistral/Deepseek/Etc. We're excited about pairing the SILVIA toolset up with locally-run LLMs. Will allow all kinds of options both during authoring and at runtime. One sweet spot lies in using interpretive models with focused SILVIA Brains running Behaviors, leaning on interpreter ML models [of all sorts] for nonlinear things or multimodal throughputs and leaning on SILVIA Behaviors to move, act, notify, respond on knowns, validate, approve, deny, filter, forward, and log everything. Will be getting into a fresh round of demos and other visible content in the next week or two. </rant>