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TEAM OF 456 AI EXPERTS

Dweve Loom: Your personal dream team

Imagine having instant access to 456 brilliant minds, each combining intuition with logic, working together to solve your hardest problems with explainable reasoning. That's not science fiction. That's neurosymbolic Dweve Loom.

456
AI experts
Anywhere
Runs everywhere
Instant
Quick answers
Brilliant
Smart results
456 experts working together: Deep thinking • Research advances • Solutions you never thought possible

We know the struggle

You've tried AI tools that give you generic, surface-level answers when you need real expertise. You want something that understands your complex problems and can think at the level of the best minds in your field: but you can't afford to hire 456 expert specialists.

Generic AI answers

Current AI gives you Wikipedia-level responses when you need PhD-level insights. It knows a little about everything but isn't truly expert at anything.

Can't afford real experts

You need expert-level knowledge across multiple domains, but hiring 456 specialists would cost millions per year. Most organizations can't afford that kind of expertise.

Waiting for specialists

Even when you can access experts, coordinating between multiple specialists takes forever. By the time they all agree, your opportunity is gone.

Your dream team of AI experts

Imagine having 456 brilliant minds working together instantly, each a master of their field.

Remember the frustration of waiting for AI to understand your complex questions? Or getting generic answers when you need expertise? Neurosymbolic Dweve Loom changes everything. It's like having a dream team of specialists who combine intuition with logic, instantly understand what you need, and explain their reasoning. All running faster than you can blink, right on your computer.

Built on Dweve Core

  • • Binary neural network foundation
  • • 1-bit weights and activations
  • • XNOR operations for extreme efficiency
  • • Hardware-optimized kernels

Advanced architecture

  • • Sparse Mixture of Experts with intelligent routing
  • • Hybrid AI: neural-symbolic-neuromorphic fusion
  • • Simulated annealing for specialised reasoning
  • • Ultra-sparse activation across 456 expert systems

What makes Loom special

Instant

No more waiting. Your thoughts flow, and Loom keeps up. It's AI at the speed of imagination.

Efficient

Runs on the computer you already have. No special hardware. No massive power bills. Just brilliance.

Accurate

When Loom tackles math or science, it gets it right. Not approximately. Not usually. Always.

Meet your 456 expert systems

Intelligent expert routing connects you with specialised reasoning across every domain, like assembling the world's greatest minds in one room

Expert architecture overview

Intelligent expert routing

  • • Binary attention mechanism
  • • Context-aware expert selection
  • • Load balancing across specialists
  • • Expertise scoring for optimal routing

456 specialised expert systems

  • • Sparse MoE architecture
  • • Neural-symbolic reasoning per expert
  • • 10 domain-focused expert clusters
  • • XNOR+POPCOUNT binary operations

Output fusion

  • • Weighted combination
  • • Confidence scoring
  • • Coherence maintenance
  • • Context preservation
Input → Binary Feature Extraction → Hierarchical Router → Top-K Experts (4-8) → Fusion → Output

Complete taxonomy: 456 experts with specialised reasoning

Foundational clusters

  • • Core reasoning: 16 experts (deductive, inductive, causal)
  • • Mathematics: 48 experts (arithmetic to topology)
  • • Science & Research: 64 experts (physics to archaeology)
  • • Code & Systems: 56 experts (56 languages/frameworks)
  • • Language & Comm: 48 experts (48 languages)

Specialized clusters

  • • Multimodal: 32 experts (vision, audio, 3D)
  • • Domain-Specific: 96 experts (medical to real estate)
  • • Meta-Cognitive: 32 experts (performance monitoring, optimization strategies)
  • • Verification: 24 experts (fact-checking, validation)
  • • Transfer & Adaptation: 40 experts (zero-shot, transfer)
Example expert capabilities
• Quantum mechanics solver
• Python AST optimizer
• Medical diagnosis tree
• Legal contract analyzer
• Financial risk assessor
• Game AI opponent

Binary constraint-based architecture

456 Expert Constraint Sets

2-3.5M constraints per expert, ~150GB total catalog with 8× sparse compression

Binary lightning

XNOR+PopCount constraint verification with O(log N) expert routing via HNSW indexing

Dweve core engine

True 1-bit operations achieving up to 12 TOPS on Intel Xeon

Why this Sparse MoE architecture is different

Efficient expert routing

Binary voting across top-k experts from 456 specialists

Memory optimisation

Ultra-compact storage for binary expert parameters

Intelligent expert routing

Context-aware selection of optimal experts for each query

Scalable hybrid AI design

Add new specialised experts without retraining entire system

Performance that impresses

Watch Dweve Loom solve problems that make other AI systems stumble, all while barely using any power

The magic behind the speed

Your computer becomes a supercomputer

Remember when you needed server farms to run AI? Those days are over. Dweve Loom transforms your regular computer into an AI powerhouse. It's like discovering your family car is much more capable than you thought.

Your existing hardware becomes an AI powerhouse. No special requirements, no large upgrades, just good performance.

Energy bills that make you smile

While others burn through electricity like there's no tomorrow, Dweve Loom sips power like a hummingbird. 96% less energy usage means you're saving the planet and your budget at the same time.

Real sustainability that doesn't sacrifice performance. Better for your budget, better for the planet.

How Loom changes everything

For your daily work

Imagine never being stuck on a problem again. Whether it's debugging code, solving equations, or analyzing data, the right expert is always there. No more hours lost searching for solutions or waiting for responses.

  • • Instant answers to complex questions
  • • Expert knowledge across all domains
  • • Works at the speed of your thoughts

For your business

Stop paying for AI by the token. Stop waiting for cloud responses. Stop worrying about data privacy. Dweve Loom runs where you need it, how you need it, without breaking the bank.

  • • Lower operational costs
  • • Complete data sovereignty options
  • • Scale without infrastructure headaches

For innovation

When AI responds instantly and costs almost nothing to run, you stop rationing its use. Experiment freely. Test wild ideas. Push boundaries without worrying about the bill.

  • • Unlimited experimentation
  • • Rapid prototyping and iteration
  • • Innovation without infrastructure limits

For the Planet

96% less energy consumption isn't just a number. It's data centers that don't need to exist. It's carbon that stays out of the atmosphere. It's AI that doesn't cost the Earth.

  • • Minimal environmental impact
  • • Sustainable AI at scale
  • • Green technology that's actually better

Your team of 456 expert systems

Specialised reasoning across every domain: from mathematicians who never make mistakes to coders who speak 56 languages, meet the experts ready to help you succeed

Mathematics cluster: 48 experts

Core mathematics (16)

• Arithmetic Precision Engine, 4096-bit integers
• Algebraic Manipulator, Symbolic trees
• Calculus Processor, Auto differentiation
• Linear Algebra Core, Strassen algorithm
• Number Theory Expert, Binary sieves
• Optimization Specialist, Genetic algorithms

Advanced mathematics (32)

• Topology Navigator, Simplicial complexes
• Category Theory Mapper, Binary functors
• Quantum Mathematics, Circuit simulation
• Financial Mathematics, Black-Scholes solver
• Cryptographic Math, Elliptic curves
• Game Theory Strategist, Minimax pruning

Science & research: 64 experts

Physics (10)
Quantum solver, particle analyzer, cosmology simulator
Chemistry (8)
SMILES parser, reaction kinetics, crystal fields
Biology (12)
DNA alignment, protein folding, cell dynamics
Earth science (10)
Geology, meteorology, oceanography models
Space science (8)
Astronomy, planetary science, exoplanets
Applied science (16)
Environmental, forensic, agricultural

Code & systems: 56 programming languages

Systems (8)
C/C++
Rust
Go
Zig
Assembly
COBOL
Fortran
Web/mobile (12)
JavaScript
TypeScript
Python
Ruby
PHP
Dart
Functional (10)
Haskell
Scala
Clojure
F#
OCaml
Erlang
Elixir
Specialized (26)
SQL
GraphQL
WASM
Shader
WebGPU
Blockchain

Domain-specific: 96 industry experts

Medical & healthcare (8)

Diagnosis trees, drug discovery, genomics

Legal & compliance (8)

Contract analysis, case law, patents

Finance & trading (8)

Risk models, portfolio optimization

Manufacturing (8)

Supply chain, quality control, edge computing

Education (8)

Curriculum design, personalized tutoring

Others (56)

Retail, gaming, travel, real estate...

Advanced features

Hybrid AI capabilities that set this Sparse MoE architecture apart from traditional models

Binary efficiency

1-bit operations enable instant responses on regular CPUs and high efficiency while maintaining accurate results.

Sparse MoE activation

Intelligent expert routing selects top-k experts from 456 specialists via binary mechanisms, ensuring only the most relevant systems contribute to each output.

Hybrid AI intelligence

Neural-symbolic reasoning combines neural networks, symbolic logic, and neuromorphic approaches in one unified expert system for advanced capabilities and efficiency.

Simulated annealing for specialised reasoning

Energy minimisation searches deliver high-quality solutions, enabling expert-level performance on complex mathematical and logical reasoning tasks.

456 experts with deep specialisation

Expert systems organised in 10 specialised clusters with unique domain capabilities, from quantum physics to legal contract analysis.

Adaptive expert routing

Mixture of Experts architecture with dynamic selection: intelligent routing chooses optimal specialists based on input context, ensuring the right experts handle each query component.

What this means for you

Forget the technical details for a moment. Here's what Dweve Loom actually does for your daily work and life.

For developers

Code in any of 56 languages with an AI that actually understands what you're building. No more generic suggestions that miss the point. Real help that feels like pair programming with a genius.

"It's like having a skilled programmer sitting next to me, except they never get tired or cranky."

For researchers

Whether you're solving quantum equations or analyzing climate data, Loom's science experts work together to give you insights that would take teams of specialists months to develop.

"It connected dots in my research I didn't even know existed. Months of work done in hours."

For business leaders

Finally, AI that understands your industry. From financial modeling to strategic planning, get insights tailored to your specific challenges, not generic business advice.

"It's like having access to top consulting, financial, and tech expertise on demand."

The Dweve difference

What others give you

  • Waiting for responses while your ideas cool down
  • Generic answers that miss your specific needs
  • Huge bills that make you question every query
  • Your data floating somewhere in the cloud

What Dweve gives you

  • Instant responses that keep up with your thinking
  • 456 expert systems with specialised reasoning for your exact needs
  • Run it yourself or use our APIs: your choice
  • European values: privacy, efficiency, excellence

Let's have a real chat

No sales robots, no automated responses: just real European AI experts who understand your challenges and actually want to help you succeed.

Ready to talk?

Whether you want to explore the technology, discuss a specific use case, or join our selective onboarding program, we're here to help.