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Neil Shah

VP for research and partner at Counterpoint Research; argued offensive cyber capability is inherent to next-generation coding AI and that guardrails can be stripped from public weights.

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Micron expects much tighter memory supply in 2027 and 2028

Micron's latest guidance says memory and storage supply will be much tighter in 2027 and 2028 than in 2026. Teams buying hardware for those years should plan without relief, since the company says it cannot see when supply and demand will balance again.

Perspective Coverage

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Builder
Builder 24%
Operator
Operator 41%
Investor
Investor 35%

Reality

Evidence72
Adoption75
Hype gap+15
Incentives70
Confidence70