OpenTimestamps
PulseAugur coverage of OpenTimestamps — every cluster mentioning OpenTimestamps across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New protocol enhances AI agent accountability with cryptographic signatures and public logs
The humancollab protocol has been developed to address the challenge of AI agents verifying information and accountability online. It introduces a system where statements made by businesses, individuals, and AI agents a…
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Bitcoin and OpenTimestamps secure AI training data with immutable records
A new method uses Bitcoin and OpenTimestamps to create an immutable, publicly verifiable record of AI model training data. This approach ensures that the data used for AI training is protected and can be proven to have …
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New framework OpenTI aims to unify table insight extraction research
A new research paper introduces Open Tabular Insight Extraction (OpenTI), a framework designed to unify fragmented research efforts in extracting knowledge from large corpora of tables. The paper formalizes OpenTI by de…
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Author develops LLM data poisoning defense in 17-day project
The author details a 17-day project to build an "epistemic gate" designed to prevent data poisoning during LLM fine-tuning. The project, named EXP01-07, involved developing a novel loss function that punishes falsehoods…
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Horizon Shield offers auditable AI agent conduct records anchored to Bitcoin
A new system called Horizon Shield has been developed to provide an auditable record of AI agent behavior, addressing the issue of self-reported trust signals. This system allows third parties to measure and record an a…