Results for "system replica"

Mathematical framework for controlling dynamic systems.

Predicts next state given current state and action.

Hard constraints preventing unsafe actions.

Deep learning system for protein structure prediction.

A system that perceives state, selects actions, and pursues goals—often combining LLM reasoning with tools and memory.

Inferring the agent’s internal state from noisy sensor data.

A datastore optimized for similarity search over embeddings, enabling semantic retrieval at scale.

Model trained to predict human preferences (or utility) for candidate outputs; used in RLHF-style pipelines.

Plots true positive rate vs false positive rate across thresholds; summarizes separability.

Central system to store model versions, metadata, approvals, and deployment state.

Observing model inputs/outputs, latency, cost, and quality over time to catch regressions and drift.

System for running consistent evaluations across tasks, versions, prompts, and model settings.

Attacks that manipulate model instructions (especially via retrieved content) to override system goals or exfiltrate data.

Tendency to trust automated suggestions even when incorrect; mitigated by UI design, training, and checks.

Forcing predictable formats for downstream systems; reduces parsing errors and supports validation/guardrails.

Coordination arising without explicit programming.

Generating speech audio from text, with control over prosody, speaker identity, and style.

Probabilistic model for sequential data with latent states.

Maps audio signals to linguistic units.

Models time evolution via hidden states.

Centralized repository for curated features.

System that independently pursues goals over time.

Using production outcomes to improve models.

Agent reasoning about future outcomes.

Increasing model capacity via compute.

Models accessible only via service APIs.

Sensitivity of a function to input perturbations.

Ensuring AI systems pursue intended human goals.

Model exploits poorly specified objectives.

Maximizing reward without fulfilling real goal.