Google Researchers Reveal Every Way Hackers Can Trap, Hijack AI Agents - Decrypt
Google Researchers Reveal Every Way Hackers Can Trap, Hijack AI Agents Decrypt
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agentresearch![[P] Cadenza: Connect Wandb logs to agents easily for autonomous research.](https://d2xsxph8kpxj0f.cloudfront.net/310419663032563854/konzwo8nGf8Z4uZsMefwMr/default-img-robot-assembly-8kCUTaKVejALbAywaCQBiC.webp)
[P] Cadenza: Connect Wandb logs to agents easily for autonomous research.
Wandb CLI and MCP is atrocious to use with agents for full autonomous research loops. They are slow, clunky, and result in context rot. So I built a CLI tool and a Python SDK to make it easy to connect your Wandb projects and runs to your agent (clawed or otherwise). The cli tool works by allowing you to import your wandb projects and structures your runs in a way that makes it easy for agents to get a sense of the solution space of your research project. When projects are imported, only the configs and metrics are analyzed to index and store your runs. When an agent samples from this index, only the most high performing experiments are returned which reduces context rot. You can also change the behavior of the index and your agent to trade-off exploration with exploitation. Open sourcing
![[D] Offering licensed Indian language speech datasets (with explicit contributor consent)](https://d2xsxph8kpxj0f.cloudfront.net/310419663032563854/konzwo8nGf8Z4uZsMefwMr/default-img-robot-hand-JvPW6jsLFTCtkgtb97Kys5.webp)
[D] Offering licensed Indian language speech datasets (with explicit contributor consent)
Hi everyone, I run a small data initiative where we collect speech datasets in multiple Indian languages directly from contributors who provide explicit consent for their recordings to be used and licensed. We can provide datasets with either exclusive or non-exclusive rights depending on the use case. The goal is to make ethically sourced speech data available for teams working on ASR, TTS, voice AI, or related research. If anyone here is working on speech models and might be looking for Indian language audio data, feel free to reach out. Happy to share more details about the datasets and collection process. — Divyam Founder, DataCatalyst datacatalyst.in submitted by /u/Trick-Praline6688 [link] [comments]
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[P] Cadenza: Connect Wandb logs to agents easily for autonomous research.
Wandb CLI and MCP is atrocious to use with agents for full autonomous research loops. They are slow, clunky, and result in context rot. So I built a CLI tool and a Python SDK to make it easy to connect your Wandb projects and runs to your agent (clawed or otherwise). The cli tool works by allowing you to import your wandb projects and structures your runs in a way that makes it easy for agents to get a sense of the solution space of your research project. When projects are imported, only the configs and metrics are analyzed to index and store your runs. When an agent samples from this index, only the most high performing experiments are returned which reduces context rot. You can also change the behavior of the index and your agent to trade-off exploration with exploitation. Open sourcing
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