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  > ... the initial cohort of cyber defenders and trusted testers whose real-world evaluations and feedback will help us strengthen our systems before we release to developers, enterprises, and consumers, starting with paid API customers and Google AI Ultra subscribers.

ok then. only weeks later this news will matter to most using below-$100 plans.

  > Built on a sparse Mixture-of-Experts architecture, Step 5 Preview has 600B total parameters, with 27B active per token, and supports a 1M-token context window and vision input.

  > Step 5 Preview scores 44 on the Artificial Analysis Intelligence Index.

  > The model will be released with open weights on October 15.

I guess being Chinese company they decided to skip version 4, while also giving impression to be on the similar iteration with leading companies (claude opus 5). I wonder if other Chinese labs like Kimi/Moonshot will follow suit.

Finally. I really dont want to buy yet another watch device unless it provides blood sugar detection.

This is interesting. So as of August 6, 2026 the "Databricks recommended models" are glm 5.2, gpt 5.6 sol, and.... Opus 4.8. not opus 5.

  > Device-tree-only single-board computers, such as the Raspberry Pi, are not supported
  > Virtual machines always boot through UEFI, provided by the ARM build of OVMF (AAVMF). SeaBIOS is not available on arm64.

Few things to be wary of..!

why not? its more like a retro machine nowadays but still a good one. but then i should admit that most power-hungry workloads have now been offloaded to newer machines, alas..

  > Subscriptions (Claude Pro/Max, ChatGPT Plus) are useful for evaluating deepsec but generally don't have enough headroom for full repo scans.

  > For real scans, use Vercel AI Gateway. One key covers both Claude and Codex, and the gateway's default quotas are sized for highly concurrent research.

Okay...

does it matter much? i find my claude code experience always downgraded from fable to opus anyway.

Even with upcoming AI Max+ PRO 495 we are capped with 192GB, so no...

Yes. Autonomous delivery vehicles and sidewalk delivery robots are equipped with multiple high-definition cameras. If an incident—such as a collision, vandalism, or theft—occurs, the vehicle's surveillance systems or navigational cameras will have captured exactly what happened.