Creuto: AI Technology & Product Insights
Stay informed with practical insights from the Creuto team on artificial intelligence, custom software, mobile applications, SaaS development, product engineering, technology trends, and digital transformation.
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Cryptographic inventory: deprecated after 2030, gone 2035
NIST's draft transition plan deprecates classical public-key cryptography after 2030 and disallows it after 2035. Finding every place you use it is the hard part, and an AI code scan only gets you partway.
Akash Mohapatra
Oct 1, 2026
Pay Per Use content AI: what a publisher actually gets
Cloudflare's Pay Per Use pays publishers when an AI product uses their content. The buyer sets the price, counts the uses and reports them. No rate is published by any of the launched programmes.
Akash Mohapatra
Oct 1, 2026
Automated incident remediation: where the human stays
Cloudflare, Sentry and Datadog all now route production errors to a coding agent, and all three stop at a pull request. Here is what that loop fixes, what it cannot, and the permissions to grant.
Akash Mohapatra
Oct 1, 2026
Agent sandbox startup: 648ms is a median, not a floor
Cloudflare's rebuilt Containers start agent sandboxes in a 648ms median, down from 4.049 seconds. The p99 is 1129ms, the benchmark is a 100-sandbox burst, and the old Sandbox class dies on 31 December 2026.
Akash Mohapatra
Oct 1, 2026
Superintelligence business strategy: what to do this year
Strip the forecasting out of the superintelligence debate and a planning question remains. Here is the two-by-two we use to sort AI roadmap decisions, and the three engagements we refuse to sell.
Akash Mohapatra
Oct 1, 2026
Frontier AI safety framework: the if-then rules labs publish
Frontier labs publish documents promising what they will do if a model crosses a capability threshold they defined. We read three of them and compared what they commit to, and who actually checks.
Akash Mohapatra
Oct 1, 2026
AI compute governance: the FLOP thresholds on the table
The most concrete compute governance proposal would cap new training runs at 10^24 FLOP, a hundred times below today's largest runs. Here are the numbers that exist, how verification is meant to work, and what it changes for your architecture.
Akash Mohapatra
Oct 1, 2026
ARC-AGI-2: the benchmark tracking general reasoning
ARC-AGI-2 went from 27.6% to 95.00% between November 2024 and September 2026 on the official ARC Prize leaderboard. Every figure dated, the three human baselines separated, and why saturation is a fact about benchmarks.
Akash Mohapatra
Oct 1, 2026
International AI Safety Report 2026: a builder's summary
The International AI Safety Report 2026 is written for governments, but one finding belongs to engineers: pre-deployment tests no longer predict production behaviour. Here is the builder's reading of its three risk domains.
Akash Mohapatra
Oct 1, 2026
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