Alex Shumsky
- Total activity 21
- Last activity
- Member since
- Following 0 users
- Followed by 0 users
- Votes 0
- Subscriptions 9
Activity overview
Latest activity by Alex Shumsky-
Alex Shumsky created an article,
Pricing Overview
At Symbolic Mind, pricing is designed to reflect value, control, and long-term ownership, not just usage. We don’t offer one-size-fits-all plans. Instead, we tailor our pricing to your deployment t...
-
Alex Shumsky created an article,
Tech Stack & Performance
What tech stack do you use? Julia, neuro-symbolic architecture, CPU-first design. Do you know if I can see benchmark data? Yes, reach out for performance comparisons vs. BLiMP and Vicuna benchmarks.
-
Alex Shumsky created an article,
Support & Integration
How do we start integration? We collaboratively define the scope of work, the integration plan, and deploy on your infrastructure. Do you work with system integrators or partners? Yes — our GTM s...
-
Alex Shumsky created an article,
Continual Learning
What is continual learning? Your model improves over time, without full retraining or losing existing knowledge. Can the AI adapt to new business units? Yes. Our architecture supports targeted up...
-
Alex Shumsky created an article,
Model Ownership & Privacy
Who owns the trained models? You do — 100%. Symbolic Mind never touches your data. Is my data safe? All training happens behind your firewall. No data leaves your environment.
-
Alex Shumsky created an article,
Deployment Options
Cloud, On-Prem, or Edge — which is right for me? Choose Cloud for scaling flexibility, On-Prem for data privacy, or Edge (coming soon) for local, real-time inference. Do I need GPUs? No — Symboli...
-
Alex Shumsky created an article,
Getting Started
What is Symbolic Mind? Symbolic Mind is an AI Frontier Research Lab that delivers models, agents, and platforms — fully owned and managed by enterprises. Our focus is on continual learning, full da...
-
Alex Shumsky created a post,
What is the community?
The Help Center community consists of posts and comments organized by topic. Posts might include tips, feature requests, or questions. Comments might include observations, clarifications, praise, o...
-
Alex Shumsky created a post,
Which topics should I add to my community?
That depends. If you support several products, you might add a topic for each product. If you have one big product, you might add a topic for each major feature area or task. If you have different ...
-
Alex Shumsky created a post,
How do I get around the community?
You can use search to find answers. You can also browse topics and posts using views and filters. See Getting around the community.