AI
Agent security gap: 54% of enterprises already hit
AI agent security incidents are now widespread. 54% of enterprises have had a confirmed agent incident, yet most still let agents share credentials instead of scoped identities.
Data Today: data and AI news, explainers and datasets
Agent security gap: 54% of enterprises already hit•Enterprise AI agent evaluation gap: half ship broken agents•AI compute cost gap: 92% of enterprises fly blind on spend•Kimi K3 explained: what 2.8 trillion parameters means•Bonsai 27B puts a big AI model on your phone•Two SonicWall SMA 1000 zero-days under active attack•Anthropic J-space reveals LLM thoughts, but not fully•
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AI
Agent security gap: 54% of enterprises already hit
AI agent security incidents are now widespread. 54% of enterprises have had a confirmed agent incident, yet most still let agents share credentials instead of scoped identities.
AI
Enterprise AI agent evaluation gap: half ship broken agents
The AI agent evaluation gap shows 50% of enterprises shipped an agent that passed internal evals then failed in production. Only 5% fully trust automated evaluation. The gap is structural misalignment, not missing coverage.
Engineering
AI compute cost gap: 92% of enterprises fly blind on spend
The AI compute cost gap is widening: 92 percent of enterprises lack mature cost tracking for AI infrastructure even as 45 percent plan to switch or add providers within a year, risking runaway spend.
AI for dummies
Kimi K3 explained: what 2.8 trillion parameters means
Kimi K3 is a 2.8 trillion parameter open-weight model from Moonshot AI that matches top US closed models on key benchmarks. Weights arrive July 27.
AI for dummies
Bonsai 27B puts a big AI model on your phone
1-bit quantization is a compression trick that shrinks AI models by storing each parameter as one bit. Bonsai 27B uses it to fit a 27 billion parameter model in 3.9 GB, running on an iPhone.
Cyber security
Two SonicWall SMA 1000 zero-days under active attack
Two SonicWall SMA 1000 zero-day vulnerabilities including a CVSS 10.0 SSRF are under active exploitation. CISA KEV-listed with a July 17 patch deadline.
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