Research Newsletter
Research Pulse — automatically generated digests of new papers in ML, AI, robotics, compute, energy, healthcare, and materials science. Daily, weekly, and monthly cadences.
Monthly
Strategic themes and momentum signals across every field.
Research Pulse — Monthly digest 2026-09-07
A new wave of benchmarks argues that near100% nominal task success is misleading — the interesting signal is what models do when the setup, harness, or constraint changes midrun. RoboSPA, LIBERORecove
Research Pulse — Monthly digest 2026-08-01
Multiple groups are showing that carefully synthesized supervision — from failed rollouts, historical PRs, or counterfactual perturbations of demos — matches or beats expensive onpolicy RL at a fracti
Research Pulse — Monthly digest 2026-06-01
A clear architectural pattern is emerging where a small, trainable 'reasoning' module is aligned to a large frozen generative backbone, with handoff happening at inference via shared latent spaces. Th
Research Pulse — Monthly digest 2026-05-01
Multiple robotic foundation models now insert explicit reasoning stages—latent chainofthought over physical dynamics, goalreachability embeddings, or joint videoaction generation—before committing to
Weekly
Top 5 papers per field plus cross-field trends.
Research Pulse — Weekly digest 2026-09-13
Authors: Yunfei Ge, Anbang Liu, Qineng Wang... Published: 20260910 | Citations: 0
Research Pulse — Weekly digest 2026-09-07
A wave of benchmarks is reframing embodied evaluation from 'can the policy succeed from a clean start' to 'can it detect when it has gone wrong, refuse unsatisfiable requests, or recover from a bad st
Research Pulse — Weekly digest 2026-08-30
Multiple papers show that structural changes at inference — rolemixture routing, managerworker ledgers, testtime policy optimization — deliver capability gains that used to require a model upgrade, at
Research Pulse — Weekly digest 2026-08-24
A wave of papers is dismantling the assumption that every stage of an LLM system needs the same model size or precision. The new mantra: figure out which components actually move the needle (generator
Research Pulse — Weekly digest 2026-08-16
The autoscaling and dispatch unit for LLM/MoE inference is dropping from 'the model' down to individual experts, operators, and even tokens. This week saw multiple independent teams shipping fixedchar
Research Pulse — Weekly digest 2026-08-09
Robotics is converging on actionconditioned world models that serve dual duty as policy evaluators and synthetic data generators, letting teams train and validate manipulation policies without endless
Research Pulse — Weekly digest 2026-08-02
The field is shifting from 'evaluate with a bigger LLM' to purposebuilt, standardized judge/auditor systems with humananchored benchmarks and reliability calibration. Trust in agentic and commercial L
Research Pulse — Weekly digest 2026-07-26
The gap between where agents are trained (toy gyms, sandboxed sims) and where they run (Claude Code, Codex, real GUIs) is collapsing. OpenForgeRL proxies harness model calls into standard trainers and
Research Pulse — Weekly digest 2026-07-19
Across robotics, video, and web agents, systems are moving from stateless perstep inference to explicit longhorizon memory structures — recurrent fastweights, neural spacetime caches, and shared multi
Research Pulse — Weekly digest 2026-06-14
Agent frameworks are moving beyond discrete tool calls toward stateful code execution where models observe intermediate Python kernel results before deciding next steps. This 'iterative code action' p
Research Pulse — Weekly digest 2026-06-07
Across math, theorem proving, AutoML, and robotics, multiagent pipelines with explicit planning/blueprint stages and specialist experts are beating singlemodel approaches — often at a fraction of the
Research Pulse — Weekly digest 2026-05-31
Single autoregressive models are absorbing what used to be multistage pipelines — Archon generates 7 synchronized modalities across 72 tasks in one model, QwenVLA unifies manipulation/navigation/traje
Research Pulse — Weekly digest 2026-05-24
Safety evaluation is shifting from 'did the model say something harmful' to 'did the resulting system state become unsafe' after a chain of innocuouslooking actions. Frontier models fail catastrophica
Research Pulse — Weekly digest 2026-05-17
The field is collapsing the historical split between perception, world modeling, and action policy into one shared denoising/generation process driven by a VLM's hidden state. PelicanUnified 1.0 match
Research Pulse — Weekly digest 2026-05-03
Reinforcement learning is migrating from endtask reward optimization to directly shaping intermediate reasoning processes. Both LaSTR1 (latent physical reasoning for robotics) and PRISM (distribution
Daily
Top 2 papers per field, analyzed the day they hit arXiv.
Research Pulse — Daily digest 2026-09-19
Authors: Haibo Feng, Ruiqi Liang, Hanyang Peng... Published: 20260917 | Citations: 0
Research Pulse — Daily digest 2026-09-18
Authors: Frank E. Bobe, Gregory D. Vetaw, Darshan W. Bryner... Published: 20260917 | Citations: 0
Research Pulse — Daily digest 2026-09-17
Authors: Hejia Geng, Zesen Huang, Haoyang Li... Published: 20260916 | Citations: 0
Research Pulse — Daily digest 2026-09-16
Authors: Amir Taubenfeld, Zorik Gekhman, Avigail GrinsteinDabush... Published: 20260915 | Citations: 0
Research Pulse — Daily digest 2026-09-15
Authors: Gechen Qu, Tong Zhang, Bike Zhang... Published: 20260914 | Citations: 0
Research Pulse — Daily digest 2026-09-14
⭐ 191 stars | Python INTACT: Isomorphic IntenttoAction Learning for SearchFree World Models.
Research Pulse — Daily digest 2026-09-13
⭐ 432 stars | Python RL‑Empowered Small‑Scale Competitive Guandan Agent
Research Pulse — Daily digest 2026-09-12
Authors: Carl Edwards, Edward De Brouwer, Xiner Li... Published: 20260910 | Citations: 0
Research Pulse — Daily digest 2026-09-11
Authors: Yunfei Ge, Anbang Liu, Qineng Wang... Published: 20260910 | Citations: 0
Research Pulse — Daily digest 2026-09-10
Authors: Hongming Zhang, Zhaozhen Gu, Fengshuo Bai... Published: 20260909 | Citations: 0
Research Pulse — Daily digest 2026-09-09
Authors: Yuan Gao, Sebastian Müller, Mattia Piccinini... Published: 20260908 | Citations: 0
Research Pulse — Daily digest 2026-09-08
Authors: Siliang Liu, Mohammad Ghasemi, Sapan Patel... Published: 20260904 | Citations: 0
Research Pulse — Daily digest 2026-09-07
Authors: Marcel Müller, Jiaru Bai, Willi Gottstein... Published: 20260903 | Citations: 0
Research Pulse — Daily digest 2026-09-05
Authors: Uday Vallabhaneni, Cassie L. Cagwin, David J. Wild Published: 20260903 | Citations: 0
Research Pulse — Daily digest 2026-09-04
Authors: Sanyuan Chen, MinJae Hwang, Sho Inoue... Published: 20260903 | Citations: 0
Research Pulse — Daily digest 2026-09-02
Authors: Olga Tsymboi, Dmitrii Stoianov, Ramil Latypov... Published: 20260901 | Citations: 0
Research Pulse — Daily digest 2026-08-30
Authors: Sil Hamilton, Albert Yu Sun, Oscar J. Romero... Published: 20260827 | Citations: 0
Research Pulse — Daily digest 2026-08-29
Authors: Yufan Wu, Yinghui He, Zhengyi Hu... Published: 20260827 | Citations: 1
Research Pulse — Daily digest 2026-08-28
Authors: Yutong Zhang, Jianshuo Dong, Peng Xu... Published: 20260827 | Citations: 0
Research Pulse — Daily digest 2026-08-27
Authors: Sheng Liang, Yongyue Zhang, Nathanael Brian... Published: 20260826 | Citations: 0
Research Pulse — Daily digest 2026-08-26
Authors: Runyu Wang, Bo Liu, Xiaxin Zhang... Published: 20260825 | Citations: 0
Research Pulse — Daily digest 2026-08-25
Authors: Yipeng Zhao, Qishun Yang, Shenzhe Zhu... Published: 20260824 | Citations: 0
Research Pulse — Daily digest 2026-08-24
Authors: Zhuoyi Yang, Ian G. Harris, Salar Hashemitaheri... Published: 20260821 | Citations: 0
Research Pulse — Daily digest 2026-08-22
Authors: Mengru Wang, Haozhe Luo, Zhenqian Xu... Published: 20260820 | Citations: 0
Research Pulse — Daily digest 2026-08-21
Authors: Yizhe Chi, Wenyi Li, Deyao Hong... Published: 20260820 | Citations: 0
Research Pulse — Daily digest 2026-08-20
Authors: Bo Liu, Simon Yu, Yiding Jiang... Published: 20260819 | Citations: 0
Research Pulse — Daily digest 2026-08-19
Authors: Eduardo Sánchez, Rita Berrada, DanMircea Mirea... Published: 20260818 | Citations: 0
Research Pulse — Daily digest 2026-08-18
Authors: Jiawei Liu, Jiacheng Guo, Tian Zhang... Published: 20260817 | Citations: 0
Research Pulse — Daily digest 2026-08-17
Authors: ChihHsuan Yang, Anjir Ahmed Chowdhury, ChengHau Yang... Published: 20260814 | Citations: 0
Research Pulse — Daily digest 2026-08-16
Authors: Mohammed Ayman Habib, Rylan Hart, Morteza Fayazi Published: 20260813 | Citations: 0
Research Pulse — Daily digest 2026-08-15
Authors: Chenrun Wang, Mingxuan Zhu, Tiancheng Huang... Published: 20260813 | Citations: 0
Research Pulse — Daily digest 2026-08-14
Authors: Jingbo Ji, Lingyi Li, Xilong Cheng... Published: 20260813 | Citations: 0
Research Pulse — Daily digest 2026-08-13
Authors: Weihao Bo, Shan Zhang, Yanpeng Sun... Published: 20260812 | Citations: 0
Research Pulse — Daily digest 2026-08-12
Authors: Rahul Gupta, Abhinav Mohanty, Anaelia Ovalle... Published: 20260811 | Citations: 0
Research Pulse — Daily digest 2026-08-11
Authors: Wanying Qu, Qinghua Mao, Yu Li... Published: 20260810 | Citations: 0
Research Pulse — Daily digest 2026-08-10
Authors: Daniel Armstrong, XuanVu Nguyen, Octavian Susanu... Published: 20260807 | Citations: 0
Research Pulse — Daily digest 2026-08-09
Authors: Soorya Ram Shimgekar, Michelle Hu, Dorisa Shehi... Published: 20260806 | Citations: 0
Research Pulse — Daily digest 2026-08-08
Authors: Soorya Ram Shimgekar, Michelle Hu, Dorisa Shehi... Published: 20260806 | Citations: 0
Research Pulse — Daily digest 2026-08-07
Authors: Soorya Ram Shimgekar, Michelle Hu, Dorisa Shehi... Published: 20260806 | Citations: 0
Research Pulse — Daily digest 2026-08-06
Authors: Boxiu Li, Zimo Wen, Yijia Fan... Published: 20260805 | Citations: 0
Research Pulse — Daily digest 2026-08-05
Authors: Mohsen Hariri, Weicong Chen, Nahal Shahini... Published: 20260804 | Citations: 0
Research Pulse — Daily digest 2026-08-03
Authors: Yilin Xiao, Zhehan Zhu, Yujing Zhang... Published: 20260731 | Citations: 0
Research Pulse — Daily digest 2026-08-02
Authors: Xiangning Lin, Shenzhe Zhu, Shu Yang... Published: 20260730 | Citations: 0
Research Pulse — Daily digest 2026-08-01
Authors: Xiangning Lin, Shenzhe Zhu, Shu Yang... Published: 20260730 | Citations: 0
Research Pulse — Daily digest 2026-07-31
Authors: Xiangning Lin, Shenzhe Zhu, Shu Yang... Published: 20260730 | Citations: 0
Research Pulse — Daily digest 2026-07-30
Authors: Julien Benchek, Austin Bennett, Jasmin Kern... Published: 20260729 | Citations: 0
Research Pulse — Daily digest 2026-07-29
Authors: Mingqiao Ye, Zhaochong An, Zhitong Gao... Published: 20260728 | Citations: 0
Research Pulse — Daily digest 2026-07-28
Authors: Hangjie Yuan, Yichen Qian, Zhiwei Tang... Published: 20260727 | Citations: 0
Research Pulse — Daily digest 2026-07-27
Authors: Yifei Zhao, Xiangxin Zhou, Wenhao Yang... Published: 20260724 | Citations: 0
Research Pulse — Daily digest 2026-07-26
Authors: Yifei Zhao, Xiangxin Zhou, Wenhao Yang... Published: 20260724 | Citations: 0
Research Pulse — Daily digest 2026-07-24
Authors: Xiao Yu, Baolin Peng, Ruize Xu... Published: 20260723 | Citations: 0
Research Pulse — Daily digest 2026-07-22
Authors: Qijia He, Jiayi Cheng, Chenqian Le... Published: 20260721 | Citations: 0
Research Pulse — Daily digest 2026-07-21
Authors: Yi Tang, Xinyi Shang, Jiacheng Cui... Published: 20260720 | Citations: 0
Research Pulse — Daily digest 2026-07-20
Authors: Haoran Sun, Wentao Zhang, Junyang Hua... Published: 20260717 | Citations: 0
Research Pulse — Daily digest 2026-07-19
Authors: Yunfan Jiang, Yevgen Chebotar, Ruijie Zheng... Published: 20260716 | Citations: 0
Research Pulse — Daily digest 2026-07-18
Authors: Yunfan Jiang, Yevgen Chebotar, Ruijie Zheng... Published: 20260716 | Citations: 0
Research Pulse — Daily digest 2026-07-17
Authors: Yunfan Jiang, Yevgen Chebotar, Ruijie Zheng... Published: 20260716 | Citations: 0
Research Pulse — Daily digest 2026-06-19
Authors: Joshua Engels, Callum McDougall, Bilal Chughtai... Published: 20260618 | Citations: 0
Research Pulse — Daily digest 2026-06-18
Authors: Michael Finkelson, Daniel Segal, Eitan Richardson... Published: 20260617 | Citations: 0
Research Pulse — Daily digest 2026-06-17
Authors: Hongyuan Adam Lu, Z. L. Victor Wei, Qun Zhang... Published: 20260616 | Citations: 0
Research Pulse — Daily digest 2026-06-16
Authors: Buqiang Xu, Zirui Xue, Dianmou Chen... Published: 20260615 | Citations: 0
Research Pulse — Daily digest 2026-06-15
Authors: Hui Geng, Yi Su, Han Yin... Published: 20260612 | Citations: 0
Research Pulse — Daily digest 2026-06-14
Authors: Seokju Cho, Ryo Hachiuma, Abhishek Badki... Published: 20260611 | Citations: 0
Research Pulse — Daily digest 2026-06-13
Authors: Seokju Cho, Ryo Hachiuma, Abhishek Badki... Published: 20260611 | Citations: 0
Research Pulse — Daily digest 2026-06-12
Authors: Seokju Cho, Ryo Hachiuma, Abhishek Badki... Published: 20260611 | Citations: 0
Research Pulse — Daily digest 2026-06-11
Authors: Jadelynn Dao, Milan Ganai, Yasmina Abukhadra... Published: 20260610 | Citations: 0
Research Pulse — Daily digest 2026-06-10
Authors: Wenhao Liu, Hao Shi, Yunhe Li... Published: 20260609 | Citations: 0
Research Pulse — Daily digest 2026-06-09
Authors: Mingxian Lin, Shengju Qian, Yuqi Liu... Published: 20260608 | Citations: 0
Research Pulse — Daily digest 2026-06-08
Authors: Cong Chen, Guo Gan, Kaixiang Ji... Published: 20260605 | Citations: 0
Research Pulse — Daily digest 2026-06-07
Authors: Sondos Mahmoud Bsharat, Jiacheng Liu, Xiaohan Zhao... Published: 20260604 | Citations: 0
Research Pulse — Daily digest 2026-06-06
Authors: Sondos Mahmoud Bsharat, Jiacheng Liu, Xiaohan Zhao... Published: 20260604 | Citations: 0
Research Pulse — Daily digest 2026-06-05
Authors: Sondos Mahmoud Bsharat, Jiacheng Liu, Xiaohan Zhao... Published: 20260604 | Citations: 0
Research Pulse — Daily digest 2026-06-04
Authors: Linyao Chen, Qinlao Zhao, Zechen Li... Published: 20260603 | Citations: 0
Research Pulse — Daily digest 2026-06-03
⭐ 12 stars | Unknown Expertthinking AGENTS.md profiles that teach AI agents to reason like senior scientists and engineers.
Research Pulse — Daily digest 2026-06-02
Authors: Haowen Hou, Zhen Huang, Zheming Liang... Published: 20260601 | Citations: 0
Research Pulse — Daily digest 2026-06-01
Authors: Jiazheng Xing, Hangjie Yuan, Lingling Cai... Published: 20260529 | Citations: 0
Research Pulse — Daily digest 2026-05-31
Authors: Yalun Dai, Yangyu Huang, Tongshen Yang... Published: 20260528 | Citations: 0
Research Pulse — Daily digest 2026-05-30
Authors: Yalun Dai, Yangyu Huang, Tongshen Yang... Published: 20260528 | Citations: 0
Research Pulse — Daily digest 2026-05-29
Authors: Yalun Dai, Yangyu Huang, Tongshen Yang... Published: 20260528 | Citations: 0
Research Pulse — Daily digest 2026-05-28
Authors: Xinchen Zhang, Bowei Liu, Jiale Liu... Published: 20260527 | Citations: 0
Research Pulse — Daily digest 2026-05-27
Authors: Shihao Wang, Shilong Liu, Yuanguo Kuang... Published: 20260526 | Citations: 0
Research Pulse — Daily digest 2026-05-26
Authors: Dingbang Wu, Rui Hao, Haiyang Wang... Published: 20260525 | Citations: 0
Research Pulse — Daily digest 2026-05-25
Authors: Yifan Yang, Ziyang Gong, Weiquan Huang... Published: 20260522 | Citations: 0
Research Pulse — Daily digest 2026-05-24
Authors: George Tsoukalas, Anton Kovsharov, Sergey Shirobokov... Published: 20260521 | Citations: 0
Research Pulse — Daily digest 2026-05-23
Authors: George Tsoukalas, Anton Kovsharov, Sergey Shirobokov... Published: 20260521 | Citations: 0
Research Pulse — Daily digest 2026-05-22
Authors: George Tsoukalas, Anton Kovsharov, Sergey Shirobokov... Published: 20260521 | Citations: 0
Research Pulse — Daily digest 2026-05-21
Authors: Sixiong Xie, Zhuofan Shi, Haiyang Shen... Published: 20260520 | Citations: 0
Research Pulse — Daily digest 2026-05-20
Authors: Yuhao Shen, Tianyu Liu, Xinyi Hu... Published: 20260519 | Citations: 0
Research Pulse — Daily digest 2026-05-19
Authors: Xuying Ning, Katherine Tieu, Dongqi Fu... Published: 20260518 | Citations: 0
Research Pulse — Daily digest 2026-05-18
Authors: Zhen Zhang, Liangcai Su, Zhuo Chen... Published: 20260515 | Citations: 0
Research Pulse — Daily digest 2026-05-17
Authors: Zhengxi Lu, Zhiyuan Yao, Zhuowen Han... Published: 20260514 | Citations: 0
Research Pulse — Daily digest 2026-05-15
Authors: Zhengxi Lu, Zhiyuan Yao, Zhuowen Han... Published: 20260514 | Citations: 0
Research Pulse — Daily digest 2026-05-05
Authors: Fan Ma, Yuntian Liu, Xiang Lan... Published: 20260504 | Citations: 0
Research Pulse — Daily digest 2026-05-04
Authors: Ziyang Huang, Yi Cao, Ali K. Shargh... Published: 20260501 | Citations: 0
Research Pulse — Daily digest 2026-05-03
Authors: Yujun Wu, Dongxu Zhang, Xinchen Li... Published: 20260430 | Citations: 0
Research Pulse — Daily digest 2026-05-02
Authors: Yujun Wu, Dongxu Zhang, Xinchen Li... Published: 20260430 | Citations: 0
Research Pulse — Daily digest 2026-05-01
Authors: Yujun Wu, Dongxu Zhang, Xinchen Li... Published: 20260430 | Citations: 0