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Energy-Based Transformers: The 1982 Architecture Finally Got Compatible Training Tricks

blog.serendeep.tech · published 7 May 2026

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https://www.nobelprize.org/prizes/physics/2024/press-release/

nobelprize.org

https://techcrunch.com/2026/03/09/yann-lecuns-ami-labs-raises-1-03-billion-to-build-world-models/

techcrunch.com

http://yann.lecun.com/exdb/publis/pdf/lecun-06.pdf

yann.lecun.com

https://www.deeplearningbook.org/contents/partition.html

deeplearningbook.org

https://arxiv.org/abs/2012.01316

arxiv.org

https://arxiv.org/abs/2507.02092

arxiv.org

Energy-Based Transformers are Scalable Learners and Thinkers Read at the source ↗

alexiglad.github.io

https://openreview.net/pdf?id=BZ5a1r-kVsf

openreview.net

https://arxiv.org/abs/2510.27545

arxiv.org

https://www.deeplearning.ai/the-batch/energy-based-transformers-ebts-use-gradient-descent-to-gradually-predict-the-next-token/

deeplearning.ai

https://the-decoder.com/new-energy-based-transformer-architecture-aims-to-bring-better-system-2-thinking-to-ai-models/

the-decoder.com

https://arxiv.org/abs/2512.15605

arxiv.org

https://arxiv.org/abs/2602.06584

arxiv.org

https://nfam2026.amemory.net/

nfam2026.amemory.net

https://logicalintelligence.com/yann-lecun

logicalintelligence.com

https://arxiv.org/abs/2512.16762

arxiv.org

https://github.com/alexiglad/EBT

github.com

https://arxiv.org/abs/2212.09748

arxiv.org

https://www.linkedin.com/posts/yann-lecun_energy-based-transformers-outscaling-transformers-activity-7348328649890181120-LUcB

linkedin.com