Hardware + Agents + Inference | hypedar

Hardware + Agents + Inference

47.0

Standardize an open-source library for low-cost, AI-driven 'hacker' robotics. Focus on unifying camera input to motor control via small-scale transformer models.

+173

activeimplementation gap

roboticsdiffusionhardwarearchitectureinferenceagents

Signals (34)

Bi-Predictability: A Real-Time Signal for Monitoring LLM Interaction Integrity

The cognitive companion: a lightweight parallel monitoring architecture for detecting and recovering from reasoning degradation in LLM agents

Mistake gating leads to energy and memory efficient continual learning

Geometric Routing Enables Causal Expert Control in Mixture of Experts

Aethon: A Reference-Based Replication Primitive for Constant-Time Instantiation of Stateful AI Agents

Sparse Goodness: How Selective Measurement Transforms Forward-Forward Learning

Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making

nvidia blog1d ago

Rethinking AI TCO: Why Cost per Token Is the Only Metric That Matters

Claude Opus 4.7

LLM-HYPER: Generative CTR Modeling for Cold-Start Ad Personalization via LLM-Based Hypernetworks

Rethinking AI Hardware: A Three-Layer Cognitive Architecture for Autonomous Agents

Can Large Language Models Detect Methodological Flaws? Evidence from Gesture Recognition for UAV-Based Rescue Operation Based on Deep Learning

Analog Optical Inference on Million-Record Mortgage Data

SAGE Celer 2.6 Technical Card

OmniTrace: A Unified Framework for Generation-Time Attribution in Omni-Modal LLMs

ResBM: Residual Bottleneck Models for Low-Bandwidth Pipeline Parallelism

Formalizing Kantian Ethics: Formula of the Universal Law Logic (FULL)

Simulating Human Cognition: Heartbeat-Driven Autonomous Thinking Activity Scheduling for LLM-based AI systems

Mathematical Reasoning Enhanced LLM for Formula Derivation: A Case Study on Fiber NLI Modellin

danielmiessler/Personal_AI_Infrastructure

Stateful Evidence-Driven Retrieval-Augmented Generation with Iterative Reasoning

Anthropic1d ago

Introducing Claude Opus 4.7

Beyond Majority Voting: Efficient Best-Of-N with Radial Consensus Score

Guy builds AI driven hardware hacker arm from duct tape, old cam and CNC machine

Tracer-Cloud/opensre

datawhalechina/hello-agents

EVE: A Domain-Specific LLM Framework for Earth Intelligence

Quantifying and Understanding Uncertainty in Large Reasoning Models

Thermodynamic Diffusion Inference with Minimal Digital Conditioning

Before the First Token: Scale-Dependent Emergence of Hallucination Signals in Autoregressive Language Models

Introducing GPT-Rosalind for life sciences research

Internal Knowledge Without External Expression: Probing the Generalization Boundary of a Classical Chinese Language Model

Spectral Entropy Collapse as an Empirical Signature of Delayed Generalisation in Grokking

The Long Delay to Arithmetic Generalization: When Learned Representations Outrun Behavior