Opportunities

Probably not, at least for meta-analyses in economics. In a pre-registered, identity-masked, within-paper experiment, the authors of 44 meta-analyses ranked thr

The capability of a modern AI agent depends not only on its foundation model but also on its harness, which constructs prompts, manages state, invokes tools, an

Temporal Knowledge Graphs (TKGs) record how facts evolve over time, but forecasting future events on a TKG remains difficult for three reasons: (i) long-range t

Large language models have made strong reasoning gains through supervised fine-tuning, reinforcement learning, and on-policy distillation, yet these post-traini

Large language models routinely produce fluent answers to single-shot prompts, yet deploying them as reliable components of a domain decision system is substant

Penetration testing traditionally evaluates whether adversaries can exploit weaknesses in software, infrastructure, configurations, or operational controls to a

Agent skills extend LLM agents with reusable procedures, tools, and domain-specific workflows, but their safety depends on resolving dependencies among interact

AI coding agents set up projects by reading documentation and installing the dependencies it lists, without verifying their names, sources, or known vulnerabili

While Large Language Models (LLMs) have demonstrated significant capability in software code generation, their application to analog Electronic Design Automatio

Machine learning models for system diagnostics rely on kernel execution traces to capture fine-grained system behavior, but collecting production traces in indu

Data-flow analysis is foundational to Android app privacy and security auditing. Recent coding agents can assist with non-trivial source-to-sink data-flow analy

Personal health management unfolds over repeated encounters, yet most health AI systems treat each request in isolation. We developed HealthClaw, an open-source

Show HN: Foreman, a self-hosted LLM gateway for cost aware model routing

Show HN: On-chain bond market where the issuers are AI agents

Show HN: Fortress – Give your agents unlimited access to the web

Show HN: Monogram, AI app with on the fly generation

Show HN: OpenBenchmarks – Helping agents discover and pick the right SaaS APIs

Show HN: Greenflash – we read every conversation your AI agent has with users

Show HN: Microsoft releases Flint, a visualization language for AI agents

Trustworthy deployment of LLM-based agents in software systems requires evaluating how they perform on application-specific workflows, with enough granularity t