DrivingBench: Can Vision-Language Models Drive a Toyota Corolla?
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APTInvestBench: Evaluating Autonomous APT Investigation under Varying Telemetry
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Structure vs. Chain-of-Thought: Evaluating LLM Criteria Extraction for Depression Severity
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SimEX: Simulation-Integrated Robotics AutoResearch
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From Verification Failures to Reusable Guidance for Coding Agents
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The Invisible Language Tax: Token Premiums of French and Regional Languages in 2026 LLM Tokenizers, and a French-Optimized Prototype
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Is Weight Tying Still Beneficial for Decoder-Only LLMs in Private Settings Under DP-SGD?
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The System Prompt Illusion: How Instruction Preambles Modify Computation in Language Models
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Make Code as Policy Great Again: Frontier Agents Write, Call, and Evolve Robot Tools
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Removing Timing Shortcuts Improves Non-Invasive Brain-to-Text
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DynaFlow: Transparent and Flexible Intra-Device Parallelism via Programmable Operator Scheduling
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Concept Subspaces Compute Beyond the Logit Lens: A Weights-Only Test for Locating Representations Upstream of Readout
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