SourceMay 30, 20262026-05-304 minVerified
DistractionIF Exposes Hidden Instruction Risks In RAG Systems
DistractionIF shows how RAG systems misread instruction-like noise in documents and why pipeline design matters.
SourceMar 27, 20262026-03-275 minVerified
RAG Security Risks From Combined Injection And Poisoning
Examines security risks in RAG when prompt injection and database poisoning combine across retrieval and indexing.
SourceMar 12, 20262026-03-124 minVerified
Epistemic Stability For Industrial LLM Hallucination Control
Industrial LLM hallucinations framed as a reproducibility problem, comparing five prompt strategies to reduce output variance across repeated runs.
SourceMar 10, 20262026-03-104 minVerified
Grounding Self-Driving Explanations With Retrieval-Augmented Demonstrations
RAG-Driver grounds driving explanations with retrieved expert demonstrations via RA-ICL, but evaluation still relies on BLEU, METEOR, and CIDEr.
CommunityMar 9, 20262026-03-094 minVerified
When Long-Term Memory Hurts New Task Learning
Long-term memory can boost performance yet cause negative forward transfer as tasks evolve. Design deletion, summarization, and replacement policies.
SourceMar 7, 20262026-03-075 minVerified
Combustion Knowledgebase And QA Benchmark For LLM Pipelines
A 3.5B-token combustion knowledgebase and CombustionQA benchmark unify knowledge injection and evaluation into one pipeline.
CommunityMar 6, 20262026-03-065 minVerified
Designing Long-Form LLM Workflows Beyond Large Context Windows
For long policy reports, context and upload limits push chunked workflows that separate evidence retrieval from drafting, improving traceability and quality.
CommunityMar 4, 20262026-03-044 minVerified
Guide-Driven Conversational Learning Workflow With Micro-Quizzes
A guide-driven dialogue study loop: paste fragments, then run understanding checks, structured explanations, and tailored quizzes.
CommunityFeb 16, 20262026-02-165 minVerified
Designing Memory, Continual Learning, And Recursive Improvement Systems
Compare RAG vs parameter updates for long-term memory, then outline validation and gating needed for recursive self-improvement loops.
GuideFeb 15, 20262026-02-154 minVerified
Reranking in RAG Pipelines: Benefits, Costs, and Evaluation
Learn how reranking after top-K retrieval improves ranking quality in RAG, and how to evaluate gains against added latency and cost.
GuideFeb 14, 20262026-02-144 minVerified
Prevent Citation Hallucinations Across The Five-Step RAG Pipeline
Practical checklist to reduce citation hallucinations in long-form RAG by auditing chunking, retrieval/reranking, and refusal when evidence is thin.
TrustedFeb 12, 20262026-02-124 minVerified
Cloudflare Converts HTML Pages Into Markdown For Agents
Cloudflare’s “Markdown for Agents” converts requested HTML pages to Markdown, easing RAG inputs while raising citation, control, and injection risks.
NewsFeb 12, 20262026-02-124 minVerified
Trick Questions Expose Hallucination Risks Across Popular AI Models
ZDNET tests six popular AIs with trick questions, highlighting hallucination risk and why teams need RAG, CoT, self-checks, and evaluation rules.
CommunityFeb 4, 20262026-02-042 minVerified
Understanding Hallucination Causes and Improving Reliability in LLMs
Analyzes causes of LLM hallucinations and suggests reliability strategies using RAG architecture and fact-checking metrics.
CommunityFeb 2, 20262026-02-023 minVerified
Solving LLM Detail Overfocus With Advanced Context Engineering Techniques
Analyze LLM detail overfocus and explore technical solutions like AdvancedIF benchmarks, reranking, and prompt compression.
CommunityFeb 1, 20262026-02-011 minVerified
Designing Independent RAG Architectures for Mathematical AI Learning
Design RAG-based math AI using data isolation and structured prompting to improve accuracy and ensure model independence.
CommunityJan 29, 20262026-01-293 minVerified
The Evolution of AI Tutors Powered by RAG Technology
Explore the evolution of AI tutors using RAG technology and practical strategies to ensure accurate learning results.
TrustedJan 18, 20262026-01-184 minVerified
OpenAI Launches ChatGPT Go Featuring New GPT-5.2 Instant Model
OpenAI launches ChatGPT Go for $8, featuring the GPT-5.2 Instant model with a 256k context window and enhanced reasoning.
TrustedJan 18, 20262026-01-185 minVerified
Accelerating RAG Performance with Intel CPUs and fastRAG Framework
Discover how Intel CPUs and fastRAG optimize RAG performance. Leverage AMX and OpenVINO to boost embedding efficiency and reduce costs.
TrustedJan 18, 20262026-01-185 minVerified
OpenAI Launches Dedicated Healthcare Enterprise Platform for Clinical Support
OpenAI unveils a healthcare platform with enhanced security and EHR integration to optimize clinical and administrative tasks.
CommunityJan 12, 20262026-01-124 minVerified
AI Hallucination: Inherent Limits and Practical Strategies
Explore the technical causes and impacts of AI hallucination. Learn practical mitigation strategies like Retrieval-Augmented Generation (RAG) and critical verification for reliable AI use.
CommunityJan 12, 20262026-01-124 minVerified
Deconstructing LLM Hallucination: A Structural Output Approach
Analyzes how a 3-step structural output design mitigates LLM hallucination by enforcing verifiable facts and logical reasoning, with practical application guides.