Part1: #dailyreport #conference #ai #aitrends #techtrends #tech
#programming #science #systems #aiengineering #learing
I was at advertising meetup of biggest tech universities:
Skolkovo and CentralUn. (New articles is week and
military oriented.)
Highlights:
- Science history:
1) Theory ~25 centuries
2) Experiment ~5 cent.
3) Computational science ~0.7 cent.
4) Big data Science ~0.2 cent.
- Active learing (AL) as part of advanced LLM systems.
- Pruning and reducing large LLMs to increase speed in
tasks.
- Optimization as the core of most modern algorithms.
- Topological Autoncoders is cool tool for 3D and
audio simplification for AI training.
AL Sampling Scenarios:
- *Stream-based* We check every new instance, which
carries the risk of missing informative examples.
- *Pool-based* We have a pool of instances to choose