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Why memory is key element to the AI revolution
Yahoo Finance· 2025-09-26 15:07
Nat King Cole had a memorable year in 1954. That was when the legendary singer's "Unforgettable" album went platinum, meaning it sold one million copies. The title song was later inducted into the Grammy Hall of Fame in 2000 for its cultural impact. 💵💰Don't miss the move: Subscribe to TheStreet's free daily newsletter 💰💵 Today, artificial intelligence is having a monstrous cultural impact on the world and it promises to play a much bigger role. And memory — particularly the long-term kind — is a key el ...
Recall Me Maybe | FT Drama
Financial Times· 2025-09-18 04:07
[Music] [Music] Dad, can I have an ice cream. >> No, you cannot. >> Grandpa let me.>> Well, thank goodness I'm the one looking after you. >> Hey, >> Jackie. Jackie, no. no.>> Ivy. It's no worries, Dad. It's not a problem.>> Well, I think the hardcore swearing in front of a six-year-old might be a bit of a problem. >> He would never have snapped like that before. [Music] >> I hope it goes well, >> Dad. [Music] [Music] It's amazing.>> I haven't worked with the writer before. I think that really helped. >> Did ...
Using comics and storytelling to engage memory and bring fun back to learning | Alina Pete | TEDxRRU
TEDx Talks· 2025-09-11 14:46
[Music] [Applause] Lean in and listen. I'm going to tell you a story. And like all good stories, it begins a long time ago. A long time ago, learning was fun.When I was five, I couldn't wait to get my hands on the latest picture book about dinosaurs or space. These books were full of bright, colorful pictures and fun facts that made you want to learn more. Then I started school.It was all right. I was a good student and I got good grades. But learning had become work.Gone were the picture books, replaced by ...
对谈 Macaron 创始人陈锴杰:RL + Memory 让 Agent 成为用户专属的“哆啦 A 梦”|Best Minds
海外独角兽· 2025-09-11 12:02
嘉宾:陈锴杰 访谈:Cage 编辑:Haozhen 随着 ChatGPT 加入 memory 功能,ChatGPT 的用户粘性进一步增强。在此基础上,Agent 的开发也进入了更加成熟的阶段: 过去大家主要依赖 prompting,只能构建基础的 Agent,如今通过 RL 和 memory 开发者可以开发出 Agentic 能力明显更强的 Agent。 这意味着 AI 的角色正在发生有趣的转变:AI 不再是仅仅帮你写代码、做 PPT 的助手,更有潜力成为一个真正懂你的生活伙伴,可以更加个性化 地完成日常任务。 为了更好了解这一趋势,我们访谈了 Macaron 创始人陈锴杰,锴杰分享了将 Memory 当作一种智能能力进行训练的经验,也强调了 RL 在 Agent 开发中的重要性。 Macaron 的产品最近引发了很多争议和讨论,锴杰坦言,如果满分是 100 分,自己只会给产品打 7-8 分,产品还有很大的提升空间, 他 期待未来 的 Agent 能成为用户专属的多啦 A 梦,既是有趣的伙伴,又能随时创造实用工具: • Multi-agent 系统可以将 Memory Agent 和 Coding agent ...
Learning to Learn | Everest Nevraumont | TEDxAlpha School Austin Youth
TEDx Talks· 2025-09-10 16:41
[Applause] So, hi everybody. My name is Everest Nevermont. And today I want to start with a show of hands.If you know the answer, raise your hand and yell the answer out. So, who can tell me who the 20th president was. Well, those are my siblings, so they don't count. [Applause] Well, you heard them, so that also doesn't count.Well, anyway, y'all are right. It is Garfield. And Garfield was assassinated by Charles Gau. And well, technically, he was assassinated by Dr.. Bliss, who wouldn't listen to Dr. . Lis ...
Which emotions stick with us? | Akshada Subramaniyan | TEDxUNC
TEDx Talks· 2025-09-10 16:28
As a kid, my parents and I took a trip to Paris. I was beyond excited. I mean, I heard so much about it and couldn't wait to live my best life.I would be sipping hot chocolate, visiting all the museums, and of course, seeing the Eiffel Tower. It was the iconic symbol of Paris, and I was buzzing with excitement. So, after days of sightseeing, we're walking up to the base of the tower, and I slowly start to get a little apprehensive.I just assumed that seeing the monument would make my fear of heights just va ...
Why our Brain Makes up Memories | Elaine Huang | TEDxSouth Delaware Street Youth
TEDx Talks· 2025-09-02 16:24
Try to remember as many as you can. Okay. Now, take around 10 to 15 seconds to recall as many of the words that you just remember.You can do it mentally or you can say it loud, but that's not the point. All right. Um, chances are if you followed what I was trying to make you do, some of you may have remembered the word doctor as one of your words.But here's the thing. Doctor was never on that list. And yet, if this actually worked on you, it shows that your memory is not as reliable as you may think.Your br ...
X @Avi Chawla
Avi Chawla· 2025-08-29 19:24
AI Agent Evolution - AI agents have evolved from simple LLMs to sophisticated systems with reasoning, memory, and tool use [1] - Early transformer-based chatbots processed small chunks of input, exemplified by ChatGPT's initial 4k token context window [1] - LLMs expanded to handle thousands of tokens, enabling parsing of larger documents and longer conversations [1] - Retrieval-Augmented Generation (RAG) provided access to fresh and external data, enhancing LLM outputs with tools like search APIs and calculators [1] - Multimodal LLMs process text, images, and audio, incorporating memory for persistence across interactions [1] Key Components of Advanced AI Agents - Current AI agents are equipped with short-term, long-term, and episodic memory [1] - Tool calling capabilities, including search, APIs, and actions, are integral to advanced AI agents [1] - Reasoning and ReAct-based decision-making are crucial components of modern AI agents [1]
X @Avi Chawla
Avi Chawla· 2025-08-29 06:30
AI Agent Evolution - The industry has progressed from simple LLMs to sophisticated Agentic systems with reasoning, memory, and tool use [1] - Early transformer-based chatbots were limited by small context windows, exemplified by ChatGPT's initial 4k token limit [1] - The industry has seen upgrades to handle thousands of tokens, enabling parsing of larger documents and longer conversations [1] - Retrieval-Augmented Generation (RAG) provided access to fresh and external data, enhancing LLM outputs [1] - Multimodal LLMs can process multiple data types (text, images, audio), with memory introducing persistence across interactions [1] Key Components of Advanced AI Agents - Advanced AI Agents are equipped with short-term, long-term, and episodic memory [1] - Tool calling (search, APIs, actions) is a crucial feature of modern AI Agents [1] - Reasoning and ReAct-based decision-making are integral to the current AI Agent era [1]