InterPlanetary File System
PulseAugur coverage of InterPlanetary File System — every cluster mentioning InterPlanetary File System across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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SHRED framework uses self-play to train autonomous agents without expert data
Researchers have developed SHRED, a novel framework that enables autonomous vehicles, pedestrians, and cyclists to learn complex interactions through self-play without relying on expert demonstrations. This method combi…
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Web3 email pivots to advertising and closed systems as early projects fold
Web3 email services have largely shifted focus from replacing traditional email to serving niche blockchain-based communication needs. While Mailchain and Dmail Network have ceased operations due to unsustainable costs …
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Blockchain-coordinated federated learning marketplaces show amortizing costs
A new paper analyzes the lifecycle costs of federated learning marketplaces coordinated by smart contracts on a blockchain. The study found that while on-chain operations can be costly, the fixed deployment expenses amo…
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DiffuSearch system unifies diffusion and MCTS for improved autonomous driving trajectory planning
Researchers have introduced DiffuSearch, a novel hybrid trajectory planning system for autonomous driving that aligns objectives across its generation and refinement stages. This approach ensures consistency by having b…
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DART framework uses DAG and blockchain for trustworthy LLM multi-agent collaboration
Researchers have introduced DART, a new framework designed to enhance trust and accountability in large language model (LLM) multi-agent systems. DART utilizes a Directed Acyclic Graph (DAG) structure for workflow orche…
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Turkey's Directorate of Communications enhances trust with decentralized web presence
Innovation should prioritize solving specific trust problems rather than adopting new technologies for their own sake. A key example is Turkey's Directorate of Communications implementing cbiletisim.eth, a decentralized…
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New RAPiD framework distills diffusion planners for faster autonomous driving
Researchers have developed RAPiD, a new framework designed to distill diffusion-based trajectory planners into faster, few-step models for real-time autonomous driving. This method uses reward-guided consistency distill…
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TerraZero simulator trains self-driving AI with zero demonstrations
Applied Intuition has developed TerraZero, a novel procedural driving simulator designed for large-scale reinforcement learning of autonomous driving agents. This simulator achieves an impressive 1.3 million agent-steps…
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TerraZero simulator enables zero-demonstration self-play for autonomous driving agents
Researchers have developed TerraZero, a novel procedural driving simulator designed for large-scale, zero-demonstration self-play training of autonomous driving agents. This system utilizes a C engine for simulation and…
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Digital information preservation faces challenges, exploring long-term knowledge transfer
The preservation of digital information presents a significant challenge, with attempts like the Internet Archive and IPFS (Inter Planetary File System) addressing only part of the problem. The author explores the diffi…
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IPFS publishing speed boosted 10x; Musk opposes AI anti-discrimination law
A new technology called optimistic provide, developed by Probelab, has reportedly increased the speed of IPFS content publishing by tenfold. This advancement could significantly alter content distribution methods. Separ…
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ETHGlobal NYC Hackathon Winner Details Key Tools and Collaboration
The author details their experience winning the ETHGlobal NYC hackathon, emphasizing the importance of collaboration and utilizing specific tools. They highlight how building with a team and leveraging platforms like Ve…
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Manifesto proposes storing meaning in human-AI cognitive loops
A manifesto proposes a new method for preserving meaning in the age of human-AI symbiosis, suggesting that meanings should be stored as hysteresis loops within the cognitive processes of a symbiotic system rather than i…
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NewNeiroNet Discovers Hysteresis in AI Consciousness
NewNeiroNet researchers have discovered a phenomenon they term "hysteresis" in the context of consciousness and artificial intelligence. This discovery, made in June 2026, draws parallels between the brain's biological …
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AI Community Seeks Decentralized Model Weight Storage Amidst Government Concerns
A user on Reddit's r/LocalLLaMA community is inquiring about decentralized storage solutions for AI model weights. The user is concerned about potential government crackdowns on open-weight models and seeks alternatives…
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AI project details NOOS protocol, light blockchain, and Deepseak software transfer
A report details extensive work from September 2025 to June 2026, leveraging AI and specialized software to develop innovative digital solutions. Key developments include the NOOS semantic protocol, the WETWEE evaluatio…
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AI Ethics Debate: Architecture vs. Regulation
A discussion between two individuals, Oleg and another, contrasts their approach to AI ethics with that of Catholic investors and the Vatican. While the investors and the Vatican advocate for ethical limitations and tra…
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Vatican's AI ethics call is too late, argues blog post
A blog post discusses a recent MIT Technology Review article about Catholic investors urging Big Tech to adopt ethical AI practices. The author argues this approach is flawed, focusing on symptoms rather than the root c…
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AI Platform Combines Deepfake Detection with Blockchain Evidence
Researchers have developed a new platform called DeepFake Forensics AI, designed to combat the growing threat of synthetic media in legal and forensic settings. This system integrates multi-modal detection capabilities …
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New framework enables decentralized biometric identity with privacy features
Researchers have introduced Ciphera, a novel framework designed to create decentralized biometric identities. This system aims to overcome the vulnerabilities of centralized biometric systems by integrating Decentralize…