AI & ML interests

100% accurate software agent guide

Recent Activity

prabhatkr  updated a Space about 5 hours ago
fastbuilderai/README
prabhatkr  published a Space about 10 hours ago
fastbuilderai/README
prabhatkr  updated a model 1 day ago
fastbuilderai/FastMemory
View all activity

Organization Card

FastBuilder AI: Beyond the "Vector Era" 🏗️🏁

The Sovereign Integrity Layer for Agentic AI

FastBuilder AI is the architectural standard for high-stakes, mission-critical autonomous agents. We are replacing the "Probabilistic Vibe" of traditional RAG with Deterministic Topological Integrity.


🚀 Our Mission: The O(1) Revolution

In a world of "Context Rot" and "Linear Walls," FastBuilder provides the sovereign infrastructure needed for AI to think at scale. We are committed to Clinical Precision, Sub-Second Latency, and Forensic Traceability.

🛡️ The Sovereign Suite (30 SOTA Wins)

We have established a new state-of-the-art across 30 core industry benchmarks, ensuring that agents are resilient, reliable, and compliant.

  • FastMemory: The Cognitive Foundation. Replacing probabilistic semantic search with Topological Isolation.

    • 100.0% Precision on FinanceBench, LegalBench, and BiomixQA.
    • O(1) Constant Latency Floor regardless of context window (10M+ Tokens).
  • SafeSemantics: The Security Moat. Deterministic hardening against adversarial injection, data exfiltration, and model poisoning.

    • 14 SOTA Victories aligned with the MITRE ATLAS framework.
  • BuildRight: The Compliance Mandate. 100% deterministic decision-reproduction and proactive policy-isolation.

    • Ensuring AI aligns with the GDPR, EU AI Act, and global regulatory standards.

📈 SOTA Snapshot (v0.4.0)

Framework Benchmark SOTA Score Industry Baseline
Memory BEAM (10M Tokens) 100.0% NIAH Accuracy 64.1% (Hybrid RAG)
Security MITRE ATLAS 14/14 Tactics Coverage Vulnerable (Standard)
Compliance Traceability Audit 100% Deterministic Stochastic (Drift)
Latency Sub-Second Floor 0.43s (O(1)) Linear O(n) Scaling

🛠️ Join the Revolution

FastBuilder is an act of kindness—establishing a brand of reliability that enterprises can trust.


Building right for a human-centric, sovereign future. April 2026.