8bit.tr Journal
Reasoning
7 articles tagged with Reasoning.
January 8, 2026
Chain-of-Thought Privacy: Keeping Reasoning Secure in Production
A production guide to reasoning traces, privacy risks, and safe disclosure patterns for LLM systems.
January 6, 2026
Constraint Solving with LLMs: Hybrid Planning Pipelines
How to combine LLMs with constraint solvers for reliable planning and optimization.
January 5, 2026
Test-Time Compute Scaling: Self-Consistency and Reasoning Gains
A technical look at test-time compute strategies that improve reasoning without retraining the model.
January 3, 2026
Long-Form Reasoning Benchmarks: Beyond Short QA
A guide to evaluating long-form reasoning with multi-step tasks, evidence chains, and consistency checks.
December 29, 2025
Neural-Symbolic Systems: Combining LLMs With Formal Reasoning
How neural-symbolic architectures merge LLM flexibility with rule-based precision for high-stakes domains.
December 19, 2025
Causal Reasoning for LLM Systems: From Correlation to Control
A technical guide to causal reasoning in AI systems, with practical patterns for reducing spurious correlations in LLM workflows.
December 9, 2025
Temporal Reasoning and Time Awareness in LLM Systems
How to design LLM systems that reason over time, handle recency, and avoid stale conclusions.