Research
Agentic Discovery and the Future of Long-Tail Fact Retrieval
Exploring how agentic reasoning models move beyond static RAG to automate the discovery of niche, long-tail facts with high precision.
Research
Research
Papers that actually matter
28 articles in this section.
Research
The Citation Death Spiral: How AI Slop is Breaking Academic Research
AI-generated research papers and fraudulent paper mills are creating a synthetic feedback loop that threatens the validity of academic prestige metrics.
Research
Bridging the Intent Gap: Why LLMs Struggle with Pragmatic Meaning
The IntentGrasp benchmark reveals a critical void in LLM architecture: the inability to distinguish between literal instructions and actual human intent.
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Anthropic’s Constitutional AI: Moving Beyond Human-Labeled Data
An analysis of Anthropic’s ‘Teaching Claude Why’ research and the trade-offs between constitutional reasoning and raw model performance.
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The Security Risks of Partial Evidence in Enterprise RAG Systems
Exploring how LLM agents can infer restricted data from partial evidence, creating a new vector for privilege escalation in enterprise RAG pipelines.
NCN
Research
Google DeepMind’s AlphaEvolve: Automating Algorithmic Optimization
Google DeepMind’s AlphaEvolve uses Gemini to autonomously evolve code, raising questions about the trade-off between performance and maintainability.
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AI Drug Discovery Pharma Is Betting Billions On Algorithms
Pharma companies are spending billions on AI for drug discovery, and the results are already showing up in clinical trials. But the real question isn’t “can AI find new drugs?” It’s “who owns the data that makes AI find drugs?” AI in drug discovery sounds like science fiction unt
Research
AlphaFold Just Solved a 50-Year-Old Biology Problem
NVIDIA data center revenue just hit $25 billion in a quarter. Yes, $25 billion. And they are making the rest of the semiconductor industry look like a side hustle. But $25 billion is both impressive and unsustainable. NVIDIA has been growing so fast that every quarter, they are e