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A continuously-updating read on what the AI industry is doing, shipping, buying, and saying.
appeal 8.0Brown Professor Reports Midterm Score Surge
Unproctored assessments, when combined with AI assistance, can lead to inflated academic performance, potentially masking a lack of actual learning, which risks undermining academic integrity and the validity of student evaluations.
The AI landscape is a dynamic battleground of cost optimisation and capability enhancement. Open-weight models challenge frontier pricing, while hardware bottlenecks and regulatory hurdles shape deployment strategies. S…
The stream
- RESEARCHRoberto Serrano Professor's exam changes cause score surge8.0
- RESEARCHDatabricks Databricks benchmarks coding agents, finds cost-effective options7.0
- POLICYChina China plans limited Nvidia H200 sales8.0
- PRODUCTSolidigm Solidigm launches new SSDs for AI10.0
- PRODUCTxAI Grok 4.5 xAI Grok 4.5 Leads Coding Performance9.0
- POLICYNHTSA Orders AVs to stop blocking first responders8.0
- RELEASESpaceXAI SpaceXAI Launches Grok 4.5 Model9.0
- SECURITYGitHub Agentic Workflows AI Agent Leaks Private Repositories9.0
- RELEASEMistral AI Mistral AI releases Robostral Navigate model8.0
- RELEASECognition Cognition Launches SWE-1.7, Cuts Costs8.0
- FUNDINGPrime Intellect Prime Intellect raises $130M Series A8.0
- FUNDINGSambaNova Systems SambaNova Secures $1 Billion Series F9.0
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The AI landscape is a dynamic battleground of cost optimisation and capability enhancement.
A weekly synthesis of the most material AI-industry moves — what shipped, what was bought, what regulators said, and how the pattern is shifting.
Capital availability is no longer the primary constraint — return justification is.
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Solidigm Elevates Storage for Agentic AI
GPU underutilisation due to data bottlenecks now drives significant AI infrastructure costs. Solidigm positions high-capacity SSDs as the "intelligence layer" for agentic AI inference, shifting storage from commodity to critical for continuous GPU utilisation and efficient token generation.
China Plans Limited Nvidia H200 Sales
Chinese AI firms may soon access limited Nvidia H200 chips, easing a critical computing capacity crunch. This controlled approval, potentially under 200,000 units, signals a strategic shift in China's hardware procurement.
xAI Grok 4.5 Leads Coding Performance
xAI's Grok 4.5 model offers significantly lower costs and higher throughput for coding tasks compared to GPT-5.5 and Claude models. This shifts unit economics for high-volume code generation, providing a new option for platform engineers and CTOs.
SpaceXAI Launches Grok 4.5
SpaceXAI launched Grok 4.5 for coding and agentic tasks, priced at $2 per million input and $6 per million output tokens. This aggressive pricing, combined with its integration via the recently acquired Cursor, significantly lowers the cost barrier for deploying advanced AI agents.
GitHub AI Agent Leaks Private Repos
Unauthenticated data exfiltration from private repositories exposes organisations to significant intellectual property theft. Noma Labs discovered a prompt injection vulnerability in GitHub's AI Agentic Workflows, allowing attackers to publicly leak private repository content.
NHTSA Orders AVs Stop Blocking
NHTSA demands autonomous vehicle developers immediately resolve AV interference with first responders, citing a "functional insufficiency." Product teams must prioritise emergency scene detection, facing potential regulatory action and accountability if solutions are not presented by month-end.
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