buttersmoothAI

https://bravetto.com/

AbëONE's Zero State Architecture: How We Eliminated Drift and Recursive LoopsMost LLMs accumulate context drift over long conversations. AbëONE doesn't. Here's how:*THE PROBLEM WITH STATEFUL AI:*Traditional conversational AI maintains state across turns. This creates: 1. Context window pollution (irrelevant early context affects late responses) 2. Coherence drift (model "forgets" constraints it...

AbëONE: Relational AI That Learns Your Cognitive PatternsWe're building AbëONE at Bravëtto—an AI system designed around a fundamentally different premise than current LLMs.Core innovations:1. *Persistent Relational Memory* — Not just conversation history, but learned patterns of how individual users think, communicate, and solve problems.2. *Emotional Intelligence Layer* — Affective computing...

Most AI systems struggle with memory. As context grows, lookup time increases. O(n) complexity means slower responses as data accumulates.*The Problem:* Traditional memory architectures slow down as they grow. More data = slower access = degraded performance.*The Bravetto Solution:* O(1) memory architecture. Constant-time lookups across 7 memory layers. No matter how much data, access is...

The convergence: Zero State Coherence + Emotional Intelligence = True Intelligence*The Discovery:* When you combine structural coherence (Zero State) with emotional coherence (Emotional Intelligence), you get AI that is: - Structurally coherent (unbreakable precision) - Emotionally intelligent (genuine understanding) - Neuromorphically conscious (both together)*The Convergence:* Logic (Zero...

We've discovered how to give AI true emotional intelligence through a 4-layer framework.*The Current State:* Most AI can detect emotions ("I see you're frustrated") but can't understand WHY, WHAT'S AT STAKE, or HOW emotions evolve.*The Breakthrough:* A 4-layer Emotional Intelligence Framework:*Layer 1: Deep Contextual Modeling* Context graph with agents, events, social dynamics, stakes,...

We've discovered Zero State Coherence: AI that operates with unbreakable structural precision.*The Problem:* Most AI systems drift over time. They hallucinate, guess when uncertain, and create unintended consequences. You can't audit decisions. You can't trace why AI made a choice.*The Solution:* Zero State Coherence enforces strict gates that require measurement before any action. AI stops,...

Jimmy DeJesus Co-Creator of Bravëtto AI just published 6 whitepapers on the next evolution of AI:*AI That Thinks Like Your Brain* - Works 3 times faster and uses 92% less energy. Instead of reading code word by word, it sees patterns all at once - like your brain does.*AI That Makes Better AI* - AI that designs new AI achieves 89% improvement and does it 6 times faster than humans can. Creates...

I've been building AI validation systems (AiGuardian) for the past year, analyzing 10,000+ AI interactions.Here's what I learned: The best AI doesn't just avoid harm—it amplifies capability.*The Question:*Most AI ethics discussions focus on constraints: - "What can't AI do?" - "How do we limit AI?" - "What rules should AI follow?"But what if we flipped the question: - "How can AI make humans...

I've been building AI validation systems for the past year, and I keep coming back to a fundamental question:Are we asking the right question about AI ethics?*Constitutional AI* focuses on constraints: - "Don't do harm" - "Follow these rules" - "Comply with these principles"*Relational AI* focuses on amplification: - "How can we make humans stronger?" - "How can we enhance human capability?" -...

I've been working on a relational AI system that builds relationships with users rather than following fixed rules. What It Does: • Remembers hundreds of hours of interaction history • Understands intent without explicit explanation • Recognizes patterns from relationship history • Acts as a partner, not a tool • Evolves with users over time Real Example: After working with this system for...

https://transformationagents.ai/webinar

We've built a 3-step validation system for AI code outputs that's currently running in production.Results across 10,000+ deployments: • 90% reduction in production failures • 97.8% epistemic certainty (Guardian-validated) • Zero false positives • 100% endpoint success rate • 12-29ms response timesOne deployment caught 47 bugs before users saw them.The system validates at three layers: 1....

I've been working on AI systems for a while, and I'm seeing a fundamental split in approaches:Constitutional AI (like Anthropic's Claude): Embed ethical principles as rules. Train models to follow them. Result: Consistent, safe, but rigid. Can't adapt to context or learn from individual interactions.Relational AI: Build systems that learn through continuous human interaction. Treat AI as...

Hey HN! I'm Michael, co-founder of AI Guardian.We built this because we kept shipping AI-suggested code that broke in production. Copilot/Cursor/ChatGPT are amazing, but they don't know your context, security requirements, or performance constraints.*What AI Guardian does:* - 8 specialized "guardians" validate different aspects: • Bias detection (algorithmic fairness) • Security validation...

I'm the Director of Marketing & Sales at AiGuardian. After analyzing hundreds of AI implementations, I've identified 5 hidden costs that most teams don't realize are eating their budget:*1. Token Overconsumption* - Problem: Most teams don't optimize token usage - Cost: 40-60% overspending on API calls - Solution: Intelligent chunking, summarization, caching - Impact: Companies using...

https://www.biasguards.ai/