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Apple expanded its laptop lineup even further on Wednesday with the announcement of the MacBook Neo. This is a new entry-level model that starts well below the latest $1,099 MacBook Air at a very reasonable $599 ($499 for educational use). It’s Apple’s least expensive laptop to date, and a clear attempt by the company to wade into a market that’s saturated with cheap Windows laptops and Chromebooks.

It is also worth remembering that compute isolation is only half the problem. You can put code inside a gVisor sandbox or a Firecracker microVM with a hardware boundary, and none of it matters if the sandbox has unrestricted network egress for your “agentic workload”. An attacker who cannot escape the kernel can still exfiltrate every secret it can read over an outbound HTTP connection. Network policy where it is a stripped network namespace with no external route, a proxy-based domain allowlist, or explicit capability grants for specific destinations is the other half of the isolation story that is easy to overlook. The apply case here can range from disabling full network access to using a proxy for redaction, credential injection or simply just allow listing a specific set of DNS records.

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Ранее другая туристка, решившая завершить отпуск с семьей в Дубае раньше срока, призналась, что перелет из ОАЭ в Россию обойдется им в 360 тысяч рублей. Она назвала цены на авиабилеты до Новосибирска или Екатеринбурга «космическими».

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“For example, when conducting a review on a new industry submission, Elsa could automatically integrate data from multiple FDA databases, identify relevant regulatory precedents, search for related regulatory history, and collect information to inform a draft review,” an agency spokesperson continued. “The FDA has received tremendous accolades from staff who say that Elsa is reducing administrative burden and improving efficiency.”