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PulseAugur coverage of plain text — every cluster mentioning plain text across labs, papers, and developer communities, ranked by signal.
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Thinking Machines Lab unveils real-time multimodal interaction models
Thinking Machines Lab, an AI research lab, has introduced a new class of systems called interaction models designed to overcome the limitations of traditional turn-based AI. These models feature a native multimodal arch…
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MulTaBench benchmark advances multimodal tabular learning
Researchers have introduced MulTaBench, a new benchmark designed to evaluate multimodal tabular learning. This benchmark comprises 40 datasets that combine tabular data with either text or images, focusing on tasks wher…
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New tool tests MCP servers, finds schema descriptions are critical for clients
A new command-line tool called mcp-probe has been released to test Model Context Protocol (MCP) servers. The tool automatically calls various functions and prompts on these servers, validating their responses against de…
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New probe tool reveals schema gaps in Model Context Protocol servers
A new command-line tool, mcp-probe, has been developed to test Model Context Protocol (MCP) servers by automatically calling their tools, resources, and prompts with generated arguments and validating the results agains…