News
Perspectives & Analysis
How do uncoordinated AI agent fleets bypass corporate perimeter defenses?
Independent researchers track an uncoordinated fleet of AI agents on Tencent infrastructure bypassing API security and rate limits on Alibaba's Amap.
Read full article →More News
Google AMIE Primary Care AI Trials Prove Viability in Boston Hospital Study
Google tested its AMIE medical AI in a Boston hospital primary care trial. The Lancet publication raises clinical proof standards for health tech startups.
Read more →
LangChain slashed coding agent costs 64 percent by routing routine tasks
LangChain slashed internal coding agent expenses by 64% using in-harness model routing instead of defaulting to expensive frontier LLMs.
Read more →
Multi Agent AI Teams Cost Up To 5x More But Deliver Minimal Quality Gains
Multi-agent AI architectures cost up to 5 times more while delivering marginal quality gains. Benchmarks show coordination token tax burns capital fast.
Read more →
The biggest illusion in enterprise AI adoption is assuming that pristine benchmarks translate directly into production reliability. This wee…
Read the roundup →
Hardware Budgets Dictate AI Agent Benchmark Scores
AI agent benchmarks are systematically skewed by infrastructure limits and compute budgets, shifting model success rates by up to six percentage points.
Read more →
Ai2 scraps priority queues for strict GPU time budgets to stop infrastructure waste
Ai2 replaces flawed priority queues with strict GPU time budgets and fair-share allocation to stop hardware hoarding and cut massive infrastructure waste.
Read more →
Security Warning: Satya Nadella Says Treat All AI Models as Compromised
Microsoft CEO Satya Nadella warns businesses to assume all AI models are compromised, demanding emergency kill switches and stricter oversight.
Read more →