LLM Agents
LLM Agents Roleplay as VCs to Predict Startup Success
New research uses multi-agent LLM systems simulating venture capitalists to evaluate startups, achieving notable predictive accuracy through collective roleplay-based reasoning.
Editorial Team
LLM Research
Can AI Crowds Predict Better? Deliberation in LLM Forecasting
New research explores whether deliberation improves LLM-based forecasting, examining how AI agents can leverage collective reasoning to make better predictions through structured discussion.
AI Safety
Neuroscience-Inspired AI: Actions, Memory and Safety Design
New research proposes integrating actions, compositional structure, and episodic memory from neuroscience to build safer, more interpretable AI systems that could transform how we approach AI trustworthiness.
AI Safety
DarkPatterns-LLM: New Benchmark Detects Manipulative AI Behavior
Researchers introduce DarkPatterns-LLM, a multi-layer benchmark designed to identify and evaluate manipulative behaviors in large language models, advancing AI safety and authenticity research.
AI Governance
New Framework Maps Risks and Governance for Agentic AI Systems
Researchers propose comprehensive framework for governing agentic AI systems, mapping capabilities to risks and establishing safety protocols as autonomous agents become more prevalent.
AI detection
New Study Shows Humans Struggle to Identify AI-Generated Images
Research reveals significant limitations in human ability to detect AI-generated images, raising critical questions about synthetic media verification and the future of visual authenticity.
Multi-Agent AI
Multi-Agent AI Systems: CrewAI, LangGraph & Docker Guide
A comprehensive technical guide to building production-ready multi-agent AI systems using CrewAI for agent orchestration, LangGraph for workflow graphs, FastAPI for APIs, and Docker for deployment.
AI Infrastructure
SoftBank's $4B DigitalBridge Acquisition Expands AI Compute Empir
SoftBank acquires DigitalBridge for $4 billion, adding data center infrastructure to its AI portfolio alongside Ampere and ongoing Stargate investments.
AI Hardware
Groq's LPU Architecture: Why Deterministic Compute Matters for AI
Groq's Language Processing Unit takes a radically different approach to AI inference, replacing GPU parallelism with deterministic compute for predictable, ultra-fast performance.
AI Agents
MLflow for AI Agents: Observability and Tracking Guide
Learn how to implement comprehensive monitoring for AI agents using MLflow's tracing capabilities, from single-agent tracking to multi-agent orchestration patterns.
LLM Inference
Inside Fast LLM Inference: How Modern AI Servers Handle Scale
A deep dive into LLM inference server architecture reveals the critical optimizations enabling real-time AI applications, from batching strategies to memory management techniques.
data provenance
Data Provenance Framework Scores Generative AI Training Datasets
New research proposes a Compliance Rating Scheme that evaluates generative AI datasets for licensing, consent, and ethical sourcing—critical infrastructure for accountable synthetic media.