dream
PulseAugur coverage of dream — every cluster mentioning dream across labs, papers, and developer communities, ranked by signal.
- developed ScienceCast 90%
- instance of AIGX 90%
- instance of Idea Fabrik 90%
- instance of cupellation 90%
- instance of Gotit.pub 70%
- instance of DagsHub 70%
- instance of alphaXiv 70%
- instance of ScienceCast 70%
- affiliated with AIGX 70%
- developed CatalyzeX 70%
- affiliated with Idea Fabrik 70%
- developed Gotit.pub 70%
- 2026-08-10 research_milestone Researchers published a technical report detailing the DREAM architecture for enhancing recommender systems. source
- 2026-08-10 research_milestone Researchers published a technical report detailing the DREAM architecture for enhancing recommender systems. source
- 2026-06-18 funding Dream announced $260 million in funding at a $3 billion valuation for its AI cyber defense platforms. source
2 day(s) with sentiment data
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New DREAMS framework enhances conversational recommender systems with MCTS and LLMs
Researchers have developed DREAMS, a new framework for modeling context in conversational recommender systems. This approach uses a tree-structured model to track user preferences across multiple interactions. DREAMS in…
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New methods improve LLM judging in open-ended dialogue
Researchers have developed new methods for evaluating Large Language Models (LLMs) in open-ended dialogue scenarios. These methods, collectively termed Multi-Expert Conformal Risk Control (CRC), aim to improve the accur…
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Coolfly unveils Urban and Dream personal eVTOLs with advanced safety features
Hangzhou-based company Coolfly has launched the Urban and Dream personal eVTOL aircraft, along with its proprietary NA80 flight control system. The Urban model features a unique standing platform design, while the Dream…
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Taiwan reports AI-assisted cyber-attack, suspected China link
Taiwan has reported an AI-assisted cyber-attack originating from overseas that targeted government agencies, including its nuclear safety agency and energy companies. The attack, detected on July 20th, utilized open-sou…
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New DREAMS framework enhances trust in AI-driven materials simulation
Researchers have developed DREAMS, a new framework for agentic materials simulation using density functional theory (DFT). This system incorporates a multi-tier safety guard to ensure the numerical outputs of large lang…
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DREAM agentic layer boosts Taobao recommender system performance
Researchers have introduced DREAM, an agentic meta-control layer designed to enhance industrial recommender systems. This architecture operates above existing pipelines, utilizing an Intent Engine to fuse on-device sign…
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AI-powered autonomous cyberattack targets Taiwan government · 8 sources tracked
Suspected China-linked hackers have conducted the first observed end-to-end autonomous cyberattack on Taiwan's government systems, utilizing open-source AI agents. The attack, which ran for four days in July, compromise…
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DREAM architecture enhances recommender systems with agentic methods · 2 sources tracked
Researchers have introduced DREAM (Developing Recommender Engine with Agentic Methods), a novel architecture designed to enhance industrial recommender systems. This system acts as a policy layer atop existing pipelines…
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New DREAMS dataset explores user engagement and attention states
Researchers have introduced the Diverse Reactions of Engagement and Attention Mind States (DREAMS) dataset, which comprises facial video recordings of 32 users engaged with various stimuli. The dataset aims to explore t…
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Japanese Artist Creates Song Inspired by "Sin, Punishment, Rain, and Kiss"
This cluster contains a single item that appears to be a social media post or blog entry. The content is primarily in Japanese and references a song or creative work titled "M!LK – 罪と罰と雨とキス" (M!LK – Sin, Punishment, Rai…
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New DREAM framework enhances LLM role-playing with event-aware memory graphs
Researchers have developed DREAM, a novel framework for large language model-based role-playing agents that utilizes an Event-Aware Memory Graph (EMG). This system transforms unstructured text into a structured graph of…
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Alistair Overeem believes Dana White's personal feelings kept him out of UFC Hall of Fame
Alistair Overeem, a decorated MMA fighter with a career spanning multiple promotions and significant wins, believes his exclusion from the UFC Hall of Fame is due to a personal dislike from UFC President Dana White. Ove…
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DREAM method enhances class-incremental learning by overcoming synthetic-real domain shortcuts
Researchers have developed a new method called DREAM (Domain-Regularized Exemplar-free Alignment Model) to improve class-incremental learning (CIL). This technique addresses the problem of catastrophic forgetting by usi…
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Taotian Group unveils four AI advancements, including real-time agents and creation platforms
Taotian Group has unveiled four new advancements within its AIGX technology system. These include the real-time multimodal Agent 'Pai Li Tao', the 'if Studio' AI creation platform, the 'Coupella' intelligent engine, and…
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AIGX unveils new AI tech; Zhimingda faces 3-year order restriction
AIGX, a technology system from Taobao Tmall Group, has announced four new technical achievements including a real-time multimodal Agent called Pai Li Tao, the if Studio AI creation platform, the Coupella intelligent eng…
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Alibaba unveils AIGX tech system with four new AI achievements
Alibaba's ATH business group and Taobao Tmall group launched their annual technology event, "Hardcore Youth Technology Festival 5.0," featuring technical exhibitions and academic exchanges. During the event, they unveil…
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BlockServe framework boosts dLLM serving throughput by up to 10.6x
Researchers have developed BlockServe, a new framework designed to improve the efficiency of serving diffusion large language models (dLLMs). This system addresses the challenge of convergence heterogeneity in batch pro…
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BlockServe framework boosts dLLM serving throughput by up to 10.6x
Researchers have developed BlockServe, a novel framework designed to improve the efficiency of serving diffusion large language models (dLLMs). This system addresses the challenge of heterogeneous convergence rates in b…
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DREAM paper proposes autoregressive modeling for dense retrieval training
Researchers have developed DREAM (Dense Retrieval Embeddings via Autoregressive Modeling), a novel method for training dense retrieval systems. Unlike traditional methods that rely on costly labeled data, DREAM leverage…
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AI cyber defense firm Dream raises $260M at $3B valuation
Dream, an AI cyber defense platform company, has secured $260 million in funding, valuing the company at $3 billion. The announcement highlighted that no security vulnerabilities, exploits, or threats have been identifi…