Don't simply rely on noisy retrieval for experience reuse! Our new #ACL2026 paper introduces SEAM (Structured Experience Adapter Module), setting a new paradigm for experience-based learning. Compared to SOTA methods like Memento and Mem0, SEAM has: ✅Higher reasoning accuracy across benchmarks. ✅Lower latency in generating tailored guidance for each task. ✅Better accessibility as it only trains a small model (easy to converge) without SFT or RL on the backbone LLM. Read the full paper: arxiv.org/abs/2602.02556 #ACL2026 #LLM #ContinueLearning #Reasoning #AI

Solid 8–1 win over Cary Academy tonight. Should’ve had the shutout—beaten on a foul kick. Hand on it but faster feet next time. #KeepWorking #NoDaysOff #Freshman #Varsity #ContinueLearning @TopDrawerSoccer @ImYouthSoccer @TopPreps @ImCollegeSoccer @Imwomenssoccer @girlssoccernet @TheSoccerWire @UNCGWSoccer @AUTrojans

Day 22 of Cohort Started with TypeScript Learned about HTTP methods Introduction to backend with Node.js Explored Node.js basics and began server-side thinking @piyushgarg_dev @Hiteshdotcom @ChaiCodeHQ @yntpdotme #ContinueLearning #NodeJS #TypeScript #WebDevJourney #chaicode

Day 18 of Cohort Today we did a deep dive into JavaScript with @yntpdotme sir . Had fun and chilled while writing code and exploring concepts. @ChaiCodeHQ #ContinueLearning #CohortLife #WebDevelopment #JavaScript #LearningJourney

Day 16 of Cohort Today we did a deep dive into JavaScript, where we studied the this keyword, call, apply, bind, prototypes, and polyfills. @piyushgarg_dev @Hiteshdotcom @ChaiCodeHQ @yntpdotme #ContinueLearning #CohortLife #WebDevelopment #JavaScript #LearningJourney #chaicode

Day 13 of Cohort Today we have a Valentine’s special class in JavaScript. where we did a deep dive into JS concepts. @piyushgarg_dev @Hiteshdotcom @ChaiCodeHQ @yntpdotme #ContinueLearning #CohortLife #WebDevJourney #JavaScript #cohor

Day 12 of Cohort Revision of previous JavaScript concepts with @yntpdotme. One more step moving deeper into JavaScript fundamentals. @ChaiCodeHQ #ContinueLearning #CohortLife #WebDevJourney #JavaScript

Day 10 of Cohort Today we learned JavaScript and started our journey into JS basics Ab aayega maza Ab hogi asli coding shuru the part I really like @piyushgarg_dev @Hiteshdotcom @ChaiCodeHQ #ContinueLearning #CohortLife #WebDevJourney #JavaScript #JSBasics

Day 9 of Cohort Today in class we learned how to set up a project from scratch @ChaiCodeHQ @yntpdotme #ContinueLearning #CohortLife #WebDevJourney #ProjectSetup

In 2026, the real moat isn't just your pre-training data. It's your Evolutionary Velocity. Scaling the ability to scale is the ultimate meta-game. What’s your take? Is Evolution Compute the 3rd axis of AGI? Read the full paper [link in the top reply of this thread] and let's discuss! 👇 #AI #AGI #EvolutionScaling #MachineLearning #LLMs #ContinueLearning #AmazonPrimeMx

Day 7 of Cohort 🚀 Today we learned CSS Flexbox and understood the basic UI layout that is common across most websites 💻✨ @piyushgarg_dev @Hiteshdotcom @ChaiCodeHQ @yntpdotme #ContinueLearning #CohortLife #WebDevJourney #CSS #Flexbox

Day 7 of Cohort Today we learned CSS Flexbox and understood the basic UI layout that is common across most websites 💻✨ @piyushgarg_dev @Hiteshdotcom @ChaiCodeHQ #ContinueLearning #CohortLife #WebDevJourney #CSS #Flexbox

Day 6 of Cohort Today we learned how to focus better in class😁 and studied CSS Positions (static, relative, absolute, fixed, sticky) @ChaiCodeHQ @yntpdotme #WebDev #WebDevelopment #ContinueLearning #cohord2026

Study show that when you take time to learn new information, your brain rebuilds, neural connections…from 1300-2600 in one session. 😇 #happy Friday #continuelearning #beliefs

Speciality Spotlight Tuesdays! Whole team were engaged while learning about Details and leads in Millwork! #ContinueLearning #kingsplaza @specialtylowes @SSA2284190473 @Javi3rD @SamCharles07 @GeorgeArias_HR @SedeekahP @baptiste565

Excellent lunch and Learn with Snavely and LP Smartside. Excellent products and support.# ContinueLearning. Store 1125 Sterling. @MccraeAaron @DustinCornell5

Thank you @tamuc for sharing your beautiful location in Dallas with @GenevaHeights and Thank you Dr. Martinez for sharing all the programs available to our TAs, educators and administrators #highered #continuelearning #allmeansall

National Learning@Work Week -Education team & L&D. Promoting PNA#ContinueLearning#PNA support🎊🎉@JoPrytherch @Mel_Chambers76 @kellyMcgovern21 @WestHertsNHS

National Learning@Work Week -Education team & L&D. Promoting PNA#ContinueLearning#PNA support🎊🎉⁦@JoPrytherch⁩⁦ @Mel_Chambers76⁩ ⁦@kellyMcgovern21⁩ ⁦@WestHertsNHS⁩ ⁦@magsamra1999⁩

My office for a few days! @NWBA @SportableRVA @Henrico_SEA #newchallenges #continuelearning