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RAG in 2025: State of the Art and the Road Forward — Tengyu Ma, MongoDB (Voyage AI)
AI Engineer· 2025-06-27 09:59
[Music] Thanks for coming. Thanks for having me here. Um I'm Tongima. I'm um I was uh the CEO and co-founder for HAI.We just recently got acquired by MongoDB. I'm also teaching at Stanford as well. So um this is about rag which is the main focus of forage AI uh the startup who is focusing on how to make retrieval better.So um um but I will just generally talk about you know rag and and we'll touch on some of the products we make as well very quickly. So I guess why we are uh doing rag or anything like that ...
Why Your Agent’s Brain Needs a Playbook: Practical Wins from Using Ontologies - Jesús Barrasa, Neo4j
AI Engineer· 2025-06-27 09:53
[Music] welcome. Thank you for joining my session this morning. I was thinking that I was in some kind of niche space where people would not be interested, but I'm curious to hear, you know, what brought you to to this session.Anyway, I'm I'm Jesus Barasa. I'm the I'm the field CTO for AI with NEOJ and uh and yeah, for the next like uh 14ish minutes, I'm going to be diving a bit deeper into this uh really powerful combination which is knowledge graphs and uh and large language models to build AI application ...
The Eyes Are The (Context) Window to The Soul: How Windsurf Gets to Know You — Sam Fertig, Windsurf
AI Engineer· 2025-06-27 09:34
[Music] Hello everybody. First things first, I actually have to apologize. I uh I was coming into the fair today. I was coming up the escalator to registration because this is my first day at the fair. came for my talk and I saw for the first time this big banner that's said at AI World's Fair.It's like a place for builders, not yappers. And I was a builder once, but I'm definitely a yapper now. Um, so so bear with me, but I think we'll have fun.Um, on that note, I don't love yapping by myself. I love yappi ...
生物学专属ChatGPT来了:对话式AI智能体——ChatNT,能够理解DNA、RNA和蛋白质语言
生物世界· 2025-06-27 07:36
编辑丨王多鱼 排版丨水成文 2022 年底, ChatGPT 横空出世,这个能够学习并理解人类自然语言的 AI 聊天机器人震惊了全世界,并 掀起了大语言模型 (LLM) 浪潮。 而现在,人工智能公司 InstaDeep 将这种 AI 的这一强大能力带到了生命科学领域,打造了一款名为 ChatNT ( Chat N ucleotide T ransformer ) 的 多模态对话智能体 , 能像生物学家一样,"读懂" DNA、RNA 和蛋白质的序列信息,并用自然语言 (英语) 与你对话,直接回答你关于这些生物分子的各 种专业问题。 该研究以 : A multimodal conversational agent for DNA, RNA and protein tasks 为题 ,于 2025 年 6 月 6 日 发表在了 Nature 子刊 Nature Machine Intelligence 上,该论文的作者还包括来自 mRNA 疫苗巨 头 BioNTech 的研究人员。 撰文丨王聪 欢迎进群分享/讨论 生物医学领域 AI 智能体 研究进展 扫码后进群 生物学研究的痛点:模型太多、门槛太高 在基因组学、转 ...
自动驾驶之『多模态大模型』交流群成立了!
自动驾驶之心· 2025-06-26 12:56
自动驾驶之心是国内领先的技术交流平台,关注自动驾驶前沿技术与行业、职场成长等。如果您的方向是 具身智能、视觉大语言模型、世界模型、端到端自动驾驶、扩散模型、车道线检测、2D/3D目标跟踪、 2D/3D目标检测、BEV感知、多模态感知、Occupancy、多传感器融合、transformer、大模型、点云处 理、在线地图、SLAM、光流估计、深度估计、轨迹预测、高精地图、NeRF、Gaussian Splatting、规划控 制、模型部署落地、自动驾驶仿真测试、产品经理、硬件配置、AI求职交流 等,欢迎加入自动驾驶之心大 家庭,一起讨论交流! 添加小助理微信加群 备注公司/学校+昵称+研究方向 ...
Advanced Insights S2E4: Deploying Intelligence at Scale
AMD· 2025-06-25 17:00
Chris Gandolfo, EVP of OCI and AI Sales at Oracle, and Mark Papermaster explore what it really takes to train and deploy large language models at scale. From evolving compute needs and energy efficiency to the rise of inference, this episode dives deep into the future of enterprise AI infrastructure. 00:00 Series Intro & Host Introduction 00:12 Meet Chris Gandolfo – EVP at Oracle 01:19 AI at an Inflection Point – Oracle’s Perspective 04:48 Does Training Ever End? 05:27 OCI’s Late Entry Strategy – Learning f ...
Blue Signal CEO Matt Walsh on the future of competitive AI hiring
CNBC Television· 2025-06-25 16:45
Oh, it's a great question. Um, you know, I'm trying to think what do I tell my kids to go to school for. What what should they do.The short answer is I don't know. But what I speculate, anything machine learning, AI, large language models. What happened is back in the day, you were competing over Java, Python coders.They'd come in and you they they were preaching top dollar. Whatever they wanted, you had to give it to them. Now, with AI, it will code in any language you want.And so, you can be much more uh ...
RoboSense 2025机器感知挑战赛正式启动!自动驾驶&具身方向~
自动驾驶之心· 2025-06-25 09:54
点击下方 卡片 ,关注" 自动驾驶之心 "公众号 戳我-> 领取 自动驾驶近15个 方向 学习 路线 面向现实世界的机器人感知评测任务,五大赛道,全链路挑战,全球征集解决方案! 为什么需要 RoboSense? 在机器人系统不断迈向真实世界的进程中,感知系统的稳定性、鲁棒性与泛化能力正成为制约其部署能 力的关键因素。面对动态人群、恶劣天气、传感器故障、跨平台部署等复杂环境条件,传统感知算法往 往面临性能大幅下降的挑战。 为此, RoboSense Challenge 2025 应运而生。该挑战赛旨在系统性评估机器人在真实场景下的感知与理 解能力,推动多模态感知模型的稳健性研究,鼓励跨模态融合与任务泛化方向的创新探索。 | Registration | From June 2025 | | --- | --- | | Competition Server Online | June 15th, 2025 | | Phase One Deadline | August 15th, 2025 | | Phase Two Deadline | September 15th, 2025 | | Award Decisi ...
AI巨头,国际化大动作!
中国基金报· 2025-06-25 01:33
【导读】科大讯飞及讯飞医疗国际化战略升级,国产大模型吹响国际化号角 中国基金报记者 郭玟君 国产大模型吹响国际化号角,首站登陆香港。 6月24日,科大讯飞股份有限公司(以下简称科大讯飞)及讯飞医疗科技股份有限公司(以下 简称讯飞医疗)技术应用发布会暨香港公司开幕典礼在香港数字科技枢纽、人工智能加速器 及创业培育基地——香港数码港(以下简称数码港)举行。 以香港为"桥头堡" 科大讯飞全球战略部署全面启航 科大讯飞同时发布了基于讯飞星火大模型底座能力研发的医疗、教育、会议、办公等多领域 人工智能产品香港版及国际版,这是2024年年中科大讯飞及讯飞医疗落户香港并设立国际总 部以来在香港的首场重大发布。 香港积极吸引重点企业 共同打造具有全球竞争力的创科枢纽 引进办主任任景信出席开幕典礼时表示:"科大讯飞和讯飞医疗在人工智能领域成就卓越,其 技术应用与香港创新科技发展的方向高度契合。科大讯飞及讯飞医疗选择在香港设立国际总 部和研究院,将有助于香港本地人工智能及大模型等产业链的发展,特别是在智慧医疗领 域,进一步提高医疗服务效率,让更多患者受益。引进办将继续积极支持重点企业在港拓 展,共同将香港打造成为具有全球竞争力的 ...
X @Avi Chawla
Avi Chawla· 2025-06-24 19:17
What goes into fine-tuning models like DeepSeek-R1?- Dataset preparation- Defining LoRA config- Defining a Trainer- Fine-tuning the LLM- Exporting to OllamaThe thread below covers this: https://t.co/78A3YXiWSyAvi Chawla (@_avichawla):Let's fine-tune DeepSeek-R1 (distilled Llama) 100% locally: ...