Explore the latest advancements in Wolfram Language 14 through this comprehensive 1-hour 18-minute presentation. Discover how Large Language Models (LLMs) integrate with Wolfram Language and vice versa. Learn about enhancements to core language features, mathematical computations, and improved capabilities for dates, quantities, and trees. Gain insights into exciting additions to the Wolfram Knowledgebase and new user interface features that boost software development efficiency. The presentation covers a wide range of topics, including machine learning and AI improvements, graphics enhancements, language and performance updates, advancements in image, audio, and video processing, engineering applications, system modeling, mathematical innovations, and external connectivity improvements. Delve into specific areas such as LLM models, neural networks, high-dimensional data visualization, PDE models, simulation uncertainties, finite fields, and astronomy features. Stay informed about upcoming webinars in the series that will explore Version 14 features in greater depth, covering areas like calculus, control systems, and symbolic summation.
What's New and Improved in Wolfram Language Version 14
Overview
Syllabus
Start stream
Presentation begins
New in Wolfram Language 14
Machine Learning & AI
6:08- More LLM Models
11:13- Text Summarize
12:03- Neural Nets
12:55- LLM Tool Repository
14:19- Support for Uncertainty in Model Fitting
16:08- Bayesian Optimization and Improved ONNX Support
Graphics
17:01- High-Dimensional Data Visualization
19:22- New texture mapping
Language & Performance
Image, Audio, & Video
29:16- Neural Net-based Segmentation and Filtering
31:35- Tour Videos in 3D
32:47- Multi-Track Video
34:56- Speech Synthesis via ElevenLabs & GoogleSpeech
35:42- Quality Improvement in AudioTimeStretch and AudioPitchShift
Engineering
New PDE models
37:52- New Hyperelasticity Models for Solid Mechanics
40:19- Fluid Flow mechanics
42:05- Schrodinger Equations
Other Updates
System Modeling
43:29- Visualize Simulation Uncertainties
Free Modeling Libraries
46:05- Mixed Discrete-Time and Continuous-Time Simulation
47:06- Use Control Models instead of Equations
Math
Larger-scale Numerical Equation Solving
50:25- Finite Fields
52:05- Fast interval matrices
53:27- Geometry
PolyhedronData
55:41- Graphs
55:29- Approximate Infinite Sums
Other Updates
57:01- Astronomy - Solar Eclipses & Moon Phases
External connectivity
58:38- Python & R
1:01:53- Formats
Summary & Q&A
Taught by
Wolfram
