My personal opinion is that if you explicitly train for something but it only works for large-enough models, then I'd consider that emergent. Here is an example from https://
arxiv.org/abs/2112.00114 which is cited in our emergent abilities paper.
MACHINE LEARNING
-
Definition of Emergent Abilities in Large Language Models
By
–
-
AI Reduces Food Waste and Improves Global Nutrition Access
By
–
Food wastage, a global concern impacting affordability and accessibility, can be mitigated through Artificial Intelligence. Mohammad Salman, our Solution Manager, Agriculture, discusses AI's role in reducing food waste and improving universal nutrition. https://
bit.ly/452qvcR -
Cognitive Architectures for Language Agents: Sumers et al.
By
–
Cognitive Architectures for Language Agents Sumers et al.: https://
arxiv.org/abs/2309.02427 #Artificialintelligence #DeepLearning #GPT -
PFGM++: Physics-Inspired Generative Models Unlocked
By
–
PFGM++: Unlocking the Potential of Physics-Inspired Generative Models Xu et al.: https://
arxiv.org/abs/2302.04265 #ArtificialIntelligence #DeepLearning #Physics -
Melanie Mitchell on Reasoning Capabilities of Large Language Models
By
–
As always Melanie Mitchell has is very insightful and precise, and decomposes difficult questions into pieces that can be analyzed. "Can Large Language Models Reason?".
-
DWPose: Two-Stage Distillation for Whole-Body Pose Estimation
By
–
IDEA-Research/DWPose: Official implementation of the paper "Effective Whole-body Pose Estimation with Two-stages Distillation" https://
bit.ly/43XZMgZ
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
SAS Explore Vegas 2026: Four Days of AI and Analytics
By
–
We've anticipated this moment for months…tomorrow is the start of a packed 4 days at SAS Explore in Vegas http://
2.sas.com/6014PLbB4 Not there in person? Follow #ExploreSAS for updates, news, tech + highlights and emojis Safe travels to friends making the journey in person! -
IRS Deploys AI to Catch Tax Evasion Among Rich Partnerships
By
–
I.R.S. Deploys Artificial Intelligence to Catch Tax Evasion https://
nytimes.com/2023/09/08/us/
politics/irs-deploys-artificial-intelligence-to-target-rich-partnerships.html
… -
Faith and Fate: Transformer Compositionality Limits Study
By
–
Faith and Fate: Limits of Transformers on Compositionality Dziri et al.: https://
arxiv.org/abs/2305.18654 #Artificialintelligence #DeepLearning #Transformers -
Percentogram: Histogram Binning by Cumulative Distribution Percentages
By
–
The “percentogram”—a histogram binned by percentages of the cumulative distribution, rather than using fixed bin widths | Statistical Modeling, Causal Inference, and Social Science https://
bit.ly/3DMdQ2l
#AI #MachineLearning #DeepLearning #LLMs #DataScience