Industry Insights
OpenAI AI Research Intern: Tasks, Costs and Human Oversight
What can OpenAI’s AI research intern do? Read the runtime, API-valued usage and intervention data, then use a bounded research assignment to measure useful work.
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Industry Insights
Claude for Science: Venus Maps, Protein Design and GPUs
Examine Fable 5.1 and Mythos 5.1 research cases: Venus mapping, lab-tested protein binders, and GPU kernel speedups, with methods and evidence limits.
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Industry Insights
OpenAI Astra: Critical Cyber Risk
OpenAI says upcoming Astra may reach its Critical cyber threshold. Here is what that claim means and the controls every high-capability coding agent needs.
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Industry Insights
Agent Harness Performance: How to Evaluate Coding Agents
Agent harness performance guide: compare context, tools, memory, verification, retries, and permissions so coding-agent benchmarks reflect real workloads.
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Industry Insights
F5 AI Gateway: Why Agent Traffic Needs More Than Model Routing
F5 expanded AI Gateway across models, agents, and tools. The useful architecture lesson is separating routing, policy, tool authority, and evidence.
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Industry Insights
AIPOCH: What a Scientific Agent Harness Must Make Auditable
AIPOCH's recent releases highlight artifacts, branching, subagents, and usage traces. Those features reveal what scientific-agent reproducibility really requires.
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Industry Insights
China Social Commerce Data: The Agent Opportunity
China's $700B+ social commerce market represents the largest untapped opportunity for AI agents — but structured data access is the bottleneck. An industry analysis of the data landscape and agent opportunity.
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