i14.ai

i14 Journal Club: Foundation Models Where Math Meets Cognitive Science Next week we will discuss “SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training” - @shengkun_t52337, @liangyuwang10, @szq0214 et al. (2026) i14 hosts a weekly online discussion group for researchers exploring the intersection of generative AI, mathematics, and cognitive science. We analyze how architectural design impacts learning, memory, and reasoning in foundation models. Join us to dissect training dynamics and explore how cognitive principles can inform the next generation of architectures. Our next session will be hosted via Google Meet on: Monday, May 25 · 12 PM AEST (Melbourne) which is Monday, May 25 · 10 AM CST (Beijing) which is Sunday, May 24 · 7 PM PDT (San Francisco) Apply to join HERE: i14.ai/journal-club/

i14 Journal Club: Foundation Models Where Math Meets Cognitive Science Next week we will discuss ”Asymptotic theory of in-context learning by linear attention” — Yue M. Lu, @maryiletey, Jacob A. Zavatone-Veth, @AninditaMaiti7, @CPehlevan (2025). i14 hosts a weekly online discussion group for researchers exploring the intersection of generative AI, mathematics, and cognitive science. We analyze how architectural design impacts learning, memory, and reasoning in foundation models. Join us to dissect training dynamics and explore how cognitive principles can inform the next generation of architectures. Our next session will be hosted via Google Meet on: Monday, May 18 · 12 PM AEST (Melbourne) which is Monday, May 18 · 10 AM CST (Beijing) which is Sunday, May 17 · 7 PM PDT (San Francisco) Apply to join HERE: i14.ai/journal-club/

i14 Journal Club: Foundation Models Where Math Meets Cognitive Science i14 hosts a weekly online discussion group for researchers exploring the intersection of generative AI, mathematics, and cognitive science. We analyze how architectural design impacts learning, memory, and reasoning in foundation models. Next week we will discuss ”Asymptotic theory of in-context learning by linear attention” — Yue M. Lu, @maryiletey, Jacob A. Zavatone-Veth, @AninditaMaiti7, @CPehlevan (2025). Join us to dissect training dynamics and explore how cognitive principles can inform the next generation of architectures. Our next session will be hosted via Google Meet on: Monday, May 11 · 12 PM AEST (Melbourne) which is Monday, May 11 · 10 AM CST (Beijing) which is Sunday, May 10 · 7 PM PDT (San Francisco) Apply to join HERE: i14.ai/journal-club/

i14 Journal Club: Foundation Models Where Math Meets Cognitive Science i14 hosts a weekly online discussion group for researchers exploring the intersection of generative AI, mathematics, and cognitive science. We analyze how architectural design impacts learning, memory, and reasoning in foundation models. Next week we will discuss "Loss-to-Loss Prediction: Scaling Laws for All Datasets" — @brandfonbrener, @nikhil_anand91, @vyasnikhil96, @EranMalach, @ShamKakade6 (2024). Join us to dissect training dynamics and explore how cognitive principles can inform the next generation of architectures. Our next session will be hosted via Google Meet on: Monday, May 4 · 12:00 PM AEST (Melbourne) which is Monday, May 4 · 10:00 AM CST (Beijing) which is Sunday, May 3 · 7:00 PM PDT (San Francisco) Apply to join HERE: i14.ai/journal-club/

i14 Journal Club: Foundation Models Where Math Meets Cognitive Science i14 hosts a weekly online discussion group for researchers exploring the intersection of generative AI, mathematics, and cognitive science. We analyze how architectural design impacts learning, memory, and reasoning in foundation models. Next week we will discuss ”Attention Residuals” — Kimi Team: Guangyu Chen @yzhang_cs @Jianlin_S @Yulun_Du @FanqingMengAI @zxytim @nathancgy4 @bigeagle_xd @GuanduoChen et al. (2026). @Kimi_Moonshot @KimiProduct Join us to dissect training dynamics and explore how cognitive principles can inform the next generation of architectures. Our next session will be hosted via Google Meet on: Monday, April 27 · 12:00 PM AEST (Melbourne) which is Monday, April 27 · 10:00 AM CST (Beijing) which is Sunday, April 26 · 7:00 PM PDT (San Francisco) Apply to join HERE: i14.ai/journal-club/

@deepseek_liang @deepseek_ai @xingkaiyu

i14 Journal Club: Foundation Models Where Math Meets Cognitive Science i14 hosts a weekly online discussion group for researchers exploring the intersection of generative AI, mathematics, and cognitive science. We analyze how architectural design impacts learning, memory, and reasoning in foundation models. Next week we will discuss ”Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models” — Cheng et al. (2026). Join us to dissect training dynamics and explore how cognitive principles can inform the next generation of architectures. Our next session will be hosted via Google Meet on: Monday, April 20 · 12:00 PM AEST (Melbourne) which is Monday, April 20 · 10:00 AM CST (Beijing) which is Sunday, April 19 · 7:00 PM PDT (San Francisco) Apply to join HERE: i14.ai/journal-club/

Join our weekly online journal club on the mathematical and cognitive underpinnings of foundation model architectures: training dynamics, memory, reasoning, and what the brain can teach us about building better AI

i14 Journal Club: Foundation Models Where Math Meets Cognitive Science i14 is launching a weekly online discussion group for researchers exploring the intersection of generative AI, mathematics, and cognitive science. We analyze how architectural design impacts learning, memory, and reasoning in foundation models. Join us to dissect training dynamics and explore how cognitive principles can inform the next generation of architectures. Our next session will be hosted via Google Meet on: Sunday, April 13 · 12:00 PM AEST (Melbourne) which is Sunday, April 13 · 10:00 AM CST (Shanghai) which is Saturday, April 12 · 7:00 PM PDT (San Francisco) Apply to join HERE: i14.ai/journal-club/

i14 Journal Club: Foundation Models Where Math Meets Cognitive Science i14 is starting a weekly online discussion group for AI researchers and engineers exploring the intersection of generative AI, mathematics, and cognitive science. We analyze how architectural design impacts learning, memory, and reasoning in foundation models. Join us to dissect training dynamics and explore how cognitive principles can inform the next generation of architectures, with our first session hosted via Google Meet on Monday, March 30 · 12:00 PM AEDT (Melbourne time), which is Sunday, March 29 · 6:00 PM PDT (San Francisco time) Apply to join HERE: i14.ai/journal-club/