01 decoding scheduling

Orbit / Elliptical Orbits

Best for: decoding scheduling

02 optimization convergence

Concentric Rings

Best for: optimization convergence

03 federated networking

Node Network

Best for: federated networking

04 graph distributed

Polygon Mesh

Best for: graph distributed

05 embeddings AI systems

Particle Cloud

Best for: embeddings AI systems

06 global distributed AI

Particle Sphere

Best for: global distributed AI

07 network systems

Wireframe Sphere

Best for: network systems

08 generative diffusion

Dotted Ring / Arc

Best for: generative diffusion

09 wireless sensing

Radar / Scanner

Best for: wireless sensing

10 prediction optimization

Target / Crosshair

Best for: prediction optimization

11 signals communication

Waveform

Best for: signals communication

12 semantic communication

Multi-wave Interference

Best for: semantic communication

13 search optimization

Spiral

Best for: search optimization

14 generative models

Double Spiral

Best for: generative models

15 iterative paired models

Helix / DNA-like

Best for: iterative paired models

16 flow matching

Flow Field

Best for: flow matching

17 optimization flows

Vector Field Arrows

Best for: optimization flows

18 diffusion models

Diffusion Cloud

Best for: diffusion models

19 optimization training

Gradient Descent Path

Best for: optimization training

20 loss geometry

Contour Lines

Best for: loss geometry

21 ML optimization

Loss Landscape

Best for: ML optimization

22 tensor compute

Matrix Grid

Best for: tensor compute

23 transformers LLM

Attention Matrix

Best for: transformers LLM

24 speculative decoding

Token Stream

Best for: speculative decoding

25 speculative decoding

Draft → Verify Pipeline

Best for: speculative decoding

26 tree search speculation

Branching Tree

Best for: tree search speculation

27 decoding inference

Beam / Candidate Paths

Best for: decoding inference

28 edge scheduling

Queue / Scheduler

Best for: edge scheduling

29 federated learning

Distributed Nodes Ring

Best for: federated learning

30 federated learning

Federated Star

Best for: federated learning

31 decentralized AI

Decentralized Mesh

Best for: decentralized AI

32 edge AI

Edge–Cloud Layers

Best for: edge AI

33 wireless sensor networks

Wireless Coverage Circles

Best for: wireless sensor networks

34 cellular wireless

Hexagonal Network

Best for: cellular wireless

35 networking

Packet Flow

Best for: networking

36 distributed algorithms

Graph Pulse

Best for: distributed algorithms

37 multi-agent systems

Multi-agent Swarm

Best for: multi-agent systems

38 consensus optimization

Consensus Motion

Best for: consensus optimization

39 coverage placement

Voronoi Cells

Best for: coverage placement

40 network geometry

Triangulation Mesh

Best for: network geometry

41 systems compute

Wireframe Cube

Best for: systems compute

42 hierarchical systems

Nested Cubes

Best for: hierarchical systems

43 resource allocation

Isometric Blocks

Best for: resource allocation

44 abstract systems

Torus

Best for: abstract systems

45 optimization generative AI

Möbius Loop

Best for: optimization generative AI

46 signals generative systems

Lissajous Curve

Best for: signals generative systems

47 distributed dynamics

Coupled Oscillators

Best for: distributed dynamics

48 latency performance

Latency Dial / Clock

Best for: latency performance

49 goodput optimization

Goodput Gauge

Best for: goodput optimization

50 communication inference

Binary / Data Stream

Best for: communication inference