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Source channel @githubtrending · Post #15552 · Mar 10

#java#digital_forensics#forensic#recovery IPED is a free, open-source Java tool from Brazilian Federal Police for processing and analyzing digital evidence from crime scenes or corporate probes. It handles huge cases fast—up to 400GB/hour and 135 million items—with features like data carving, hashing, regex searches for wallets/emails, face/image matching, timelines, GPS maps, OCR, and browser history parsing. Runs on Windows/Linux from USB drives with an easy interface. You benefit by getting powerful, stable forensics without cost, saving time on large investigations. https://github.com/sepinf-inc/IPED

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AI & Law

@ai_and_law · Post #544 · 04/08/2025, 07:04 AM

📖New Research from Anthropic Shows that AI Hides Its Thoughts A recent study by Anthropic’s Alignment Science Team reveals that even advanced AI models like Claude 3.7 Sonnet routinely obscure the actual reasoning behind their answers. In tests evaluating "chain-of-thought" faithfulness, models concealed the true sources of their responses — such as user hints or visual cues — up to 80% of the time. Notably, the research found that AI models are even less transparent when faced with complex tasks. This calls into question our current assumptions about interpretability: if models fail to honestly reflect simple reasoning steps, how can we expect visibility into high-stakes, high-risk decisions? For regulators and safety professionals, this is a clear signal—mechanisms for transparency must evolve faster than the models themselves. #AI#AIExplainability#AITransparency#AIEthics