Chubby (@kimmonismus)
Dario Amodei가 향후 1~2년 내에 연속 학습(continual learning)을 해결할 가능성이 높다고 언급했습니다. 그는 최근의 연구적 돌파구들이 계속 이어지고 있다고 평가하며, 지속 학습 분야의 조기 해결을 전망하는 발언을 했습니다.
https://x.com/kimmonismus/status/2022411046384742562
#darioamodei #continuallearning #airesearch #lifelonglearning
fly51fly (@fly51fly)
arXiv 논문 'Self-Distillation Enables Continual Learning' 발표: 자기 증류(self-distillation)를 활용해 연속 학습(continual learning) 성능을 개선하는 방법을 제안합니다. 저자들은 이 접근이 기존 방법 대비 잔존 성능과 안정성을 높여 재훈련 없이 지식 유지에 도움된다고 보고합니다. (저자/소속 포함: I. Shenfeld 외, MIT·ETH Zurich)
Dan McAteer (@daniel_mac8)
OpenAI Prism은 연구자 전용이 아니라 일반 사용자·학생도 활용할 수 있는 도구라는 안내입니다. 작성자는 Google의 'Nested Learning' 논문을 업로드해 Continual Learning 패러다임을 단순한 다이어그램으로 자동 생성했으며, 학습용 시각화 생성에 유용하고 무료로 사용할 수 있음을 강조했습니다.
Erik Hoel (@erikphoel)
새 논문 'A Disproof of LLM Consciousness' 공개: 저자는 LLM에 대해 반증 가능하고 비자명한(falsifiable and non-trivial) 의식 이론은 작동할 수 없음을 보였다고 주장하며, 흥미롭게도 연속학습(continual learning)을 해결하면 상황이 바뀔 수 있다고 시사함.
Liên tục học (Continual Learning) trong AI 2026 thực sự nghĩa là gì? Cập nhật trọng số mô hình theo thời gian thật hay chỉ là hệ thống bộ nhớ ngoài + huấn luyện định kỳ? Mô hình như Opus 5.0 có được vá liên tục? Hay kiến trúc chỉ là retrieval + làm mịn offline? Phân biệt giữa "học thực sự" và "nhớ + cập nhật phần mềm" là then chốt cho tiến tới AGI. #ContinualLearning #AI #MachineLearning #TríTuệNhânTạo #HọcMáy #AGI
https://www.reddit.com/r/singularity/comments/1q6attw/continual_learning_in_2026
Dự đoán: Bước đầu tiên của học tập liên tục sẽ thông qua tự nhắc nhở siêu cấp với RLMs. Các kỹ thuật prompt như CoT từng cải thiện suy luận; nay RLMs có thể mở rộng học trong ngữ cảnh thành dài hạn, liên tục. Prime Intellect đang nghiên cứu hướng này – có thể là bước đột phá tiếp theo sau CoT. #ContinualLearning #RLMs #AI #MachineLearning #Học_liên_tục #Trí_tuệ_nhân_tạo #AI_cao_cấp
New research shows Nested Learning’s Continuum Memory System lets AI bridge short‑term cues and long‑term understanding, building richer world models without catastrophic forgetting. A leap for continual learning and open‑source AI. Dive in! #NestedLearning #ContinuumMemory #ContinualLearning #WorldModels
🔗 https://aidailypost.com/news/nested-learnings-continuum-memory-system-redefines-ai-memory-2026
Nhân viên Anthropic dự đoán Continual Learning sẽ "được giải quyết một cách hài lòng" vào năm 2026. #ContinualLearning #HọcTậpLiênTục #TríTuệNhânTạo #AI #Anthropic #Year2026 #Năm2026 #MachineLearning #HọcMáy
https://www.reddit.com/r/singularity/comments/1pu9pof/anthropics_sholto_douglas_predicts_continual/
Dan McAteer (@daniel_mac8)
2026년에 지속학습(Continual Learning)이 만족스럽게 해결될 것이라는 전망을 전합니다. 작성자는 Dario의 발언을 인용해 지속학습이 생각만큼 어렵지 않을 수 있다고 언급하고, Sholto Douglas(DeepMind 출신 연구자)와 Anthropic 측 인사들도 2026년에 지속학습이 만족스러운 방식으로 해결될 것이라는 예측을 공유했습니다. AGI와의 연계 가능성도 논의됩니다.
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#ProblemSolving #StayingPositive #SelfBelief #ContinualLearning
As leading labs hit diminishing returns from scale and fine-tuning, attention is shifting toward continual learning—models that keep learning after deployment rather than relying on static training cut-offs.
#ArtificialIntelligence #ContinualLearning #AGI
AI Leaders Eye New Breakthroug...
AI Leaders Eye New Breakthrough to Build More Powerful Models
As leading labs hit diminishing returns from scale and fine-tuning, attention is shifting toward continual learning—models that keep learning after deployment rather than relying on static training cut-offs. The debate highlights a structural limit of current AI systems and why new architectures may matter more than incremental gains.
#ArtificialIntelligence #ContinualLearning #AGI
https://www.bloomberg.com/news/newsletters/2025-12-11/ai-leaders-eye-new-breakthrough-to-build-more-powerful-models?embedded-checkout=true
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#Decisiontochange #EmpoweryourLife #PersonalGrowth #ContinualLearning
Continual learning feels key for truly adaptive AI. Interesting take on memory layers + avoiding catastrophic forgetting. Worth a read if you think beyond static models.
AI Memory: Google Research Unveils Nested Learning, a New AI Paradigm to Overcome 'Catastrophic Forgetting'
#AI #MachineLearning #GoogleAI #DeepLearning #DeepMind #NeuralNetworks #ContinualLearning #Google #AIResearch #NeurIPS
The Continual Learning Problem
https://jessylin.com/2025/10/20/continual-learning/
#HackerNews #ContinualLearning #MachineLearning #AIResearch #EducationTech
#AndrejKarpathy believes #AGI is still a decade away, citing the need for advancements in #continuallearning, #multimodality, and #computeruse. He argues that while the problems are solvable, they remain challenging. Karpathy also reflects on the history of AI, highlighting the impact of #deeplearning, #reinforcementlearning, and #largelanguagemodels on the field. https://www.dwarkesh.com/p/andrej-karpathy?eicker.news #tech #media #news
𝗧𝘄𝗲𝗲𝘁 𝟭𝟰/𝟭𝟰
Co myślisz o tej koncepcji?
Czy AI uczące się przez doświadczenie to przyszłość, czy może wolisz kontrolę przez "przeprogramowywanie"?
Jak widzisz praktyczne zastosowania takiego podejścia w swojej branży?
#AI #MachineLearning #ContinualLearning #ArtificialIntelligence
As the Spirit Series evolves, they intend to harness the profound power of story and challenge as forms of immersive learning. They've expanded into video-assisted storytelling and teacher training. #ContinualLearning #DramaInEducation
As they present their idea for producing symbolic AI domains using #LLMs, they present an interesting summary of why "Good Old-Fashioned #AI" is still totally relevant today - despite being aware of its limitations.
https://www.youtube.com/watch?v=_TrKARhF5cI
I, too, rather recommend traditional #AI in my solutions, instead of blindly yielding to the current trends.
Plus it paves the way for #continuallearning to improve the skills with time.
