The Edge of Intelligence: The State of Web AI in 2025

A presentation giving an overview of the state of Web AI (AI models running in your browser) in 2025

Transcript

1. The State of WebAI in 2025 < >
2. the year 2072 Bureau of Energy Research & Legacy Information Networks B.E.R.L.I.N.
3. Doc? are you there?
4. RIght over here Dennis
5. why is it so dark?
6. seems like the t1 needs a bit of fine- tuning
7. give me a moment
12. Doc wolfgang turinger Researcher at B.E.R.L.I.N. Specialized in History of Technology and Sorcery Likes Coffee
13. Dennis Müller Working Student at B.E.R.L.I.N Specialized in asking the right questions Likes Black Tea
14. Johannes Kolbe Senior Data Scientist at celebrate Specialized in bringing AI to the real world and creating stories Hugging Face Fellow Likes Club Mate
15. The year 2025
18. P.A.S.T. Booting .......
19. Enabling time sync ....... setup
20. Connected to 2025 setup
21. analyzing THE STATE OF WEBAI IN 2025 ..... research
22. fINISHED analyzing THE STATE OF WEBAI IN 2025 research
23. API Dominance
24. Increase in AI-related traffic on Postman from June 30, 2023 to June 30, 2024 Source: https://www.postman.com/state-of-api/2024/artificial-intelligence/ API Dominance
25. API Dominance Source: https://www.postman.com/state-of-api/2024/artificial-intelligence/
26. rulers of api
27. API Benefits Heavy Lifting Quick Scaling Easily Updatable
28. API Problems Source: https://www.postman.com/state-of-api/2024/artificial-intelligence/
29. API Problems Data not in your hand Speed dependent on connection No Model control
30. webai
31. webai
32. webai
33. webai
34. webai benefits Privacy Zero Latency Reduced Cost Offline Capability
35. webai vs web On-Device
36. the lower decks WebAssembly
37. 100 000€ wasm
38. wasm 100 000€
39. 100 000€ wasm AI Powered !!!
40. wasm Live AI Demo!
41. wasm Live AI Demo!
42. wasm Live AI Demo!
43. wasm Live AI Demo!
44. wasm https://github.com/appcypher/awesome-wasm-langs
45. v1 - 2011 v2 - 2017
47. set color
48. bind texture
49. draw triangle
50. draw triangle webgpu bind texture set color
51. webgpu webgpu
52. webgpu webgpu GPGPU - General Purpose GPU Compute
53. https://webmachinelearning.github.io/webnn-intro/
54. https://microsoft.github.io/webnn-developer-preview/
55. Summary
56. onnx
57. onnx
58. onnx
59. onnx
60. onnx
61. onnx
62. onnx
63. the upper decks WebLLM
66. Data Trained Model Training Deploy
67. Tensorflow Hub Tensorflow Model Garden
68. Backends https://github.com/tensorflow/tfjs
69. Joshua Lochner aka Xenova HF Profile Github
70. Huggingface Hub (>2,145 compatible models available)
72. webgpu Web
73. Demos
74. WebLLM https://webllm.mlc.ai/
75. Real world
76. webgpu https://github.com/gpu web/gpuweb/wiki/Impl ementation-Status
77. powered by https://ai.google.dev/edge/mediapi pe/solutions/guide
78. Friendly Machine Learning for the Web https://ml5js.org
79. powered by
80. Photoshop WEb https://blog.tensorflow.org/2023/03/how-adobe-used-web-ml-with- tensorflowjs-to-enhance-photoshop-for-web.html powered by
81. Supports: YOLOv8 YOLOv5 Gaze Detection inferencejs powered by
82. Firefox Firefox AI Runtime powered by
83. challenges Intelllectual Property Model Size Hardware Variety Cold Starts
84. ERROR
85. ERROR ERROR
86. ERROR ERROR ERROR
90. Vibe Coding!
97. < >
99. Demo
100. pyodide
101. Gradio-Lite