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Poolside Breaks 18-Month Silence With Open-Source AI Model That Rivals Chinese Competitors At a Fraction of the Size

Poolside Breaks 18-Month Silence With Open-Source AI Model That Rivals Chinese Competitors At a Fraction of the Size

Jul 22, 2026
Forbes

Poolside emerges from 18 months of silence with its open-source AI model Laguna, which rivals top American and Chinese competitors despite being a fraction of their size, while the startup also holds an unreported stake in Fluidstack now worth roughly $860 million following the neocloud's $830 million raise.

AI Slashes Drug Development Costs by 70% But Faces Scrutiny as No AI-Discovered Drug Has Yet Won FDA Approval

AI Slashes Drug Development Costs by 70% But Faces Scrutiny as No AI-Discovered Drug Has Yet Won FDA Approval

Jul 21, 2026
Axios

AI is slashing drug development costs by up to 70% and driving a projected $1 billion surge in new biopharma spending, but critics warn that no AI-discovered drug has yet received FDA approval, and the industry's notorious 90% failure rate may persist if human biological variability isn't properly addressed before …

Researcher Slashes AI Agent Usage by 45% After Burning Through Claude's Token Limit in 30 Minutes

Researcher Slashes AI Agent Usage by 45% After Burning Through Claude's Token Limit in 30 Minutes

Jul 20, 2026
Quesma

A researcher burns through his entire Claude Max token limit in just 30 minutes after launching 111 AI agents, then redesigns his pipeline by assigning cheaper models to basic tasks, reserving frontier models for planning only, and enforcing strict verification rules — cutting agent usage by 45% and extending research …

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