Vygandas Pliasas

Chief Technology & Product Officer at SAAGA Solve 🧑‍🚀

[Vygandas Pliasas @pliasas]

It's back 😎

[Anthropic @AnthropicAI]

Claude Fable 5 will be available again globally tomorrow.

After a series of productive conversations with the US government, we're redeploying the model with a new set of classifiers to target and block more cybersecurity tasks. In the near term, some routine tasks like coding and debugging will fall back to Opus 4.8. We’ll continue to refine these classifiers over the coming weeks to reduce false positives and better distinguish genuine misuse from legitimate requests.

We’ve also begun drafting a consensus framework—with Amazon, Microsoft, Google, and other Glasswing partners—for assessing the severity of AI jailbreaks and how AI developers should respond to them. We invite other industry partners and model providers to join us in this effort.

Finally, we’re scaling up our collaboration with the US government on model testing and safeguards. This will include pre-release access to models and safeguards for evaluation, information sharing on jailbreaks and misuse, and dedicated resources for joint research.

Thank you to our users for your patience, and to our partners across the government, industry, and the research community who worked alongside us to make Fable 5 available again.

Read our full blog: https://t.co/VHyum831ri

[Vygandas Pliasas @pliasas]

Full article 👉 https://t.co/7ZK4z4I5rJ

[Vygandas Pliasas @pliasas]

Fixing a defect after release costs 30 times more than catching it during architecture planning. The damage is done before the code even goes live.

[Vygandas Pliasas @pliasas]

You do not need a $200k full-time CTO to stop this. Fractional leadership saves runway. Here is why late code fixes kill capital efficiency and how to prevent it.

[Vygandas Pliasas @pliasas]

Full article 👉 https://t.co/e5cScg0cwI

[Vygandas Pliasas @pliasas]

Instead of a launch, they formed a 40-company defensive coalition with Apple, Google, and Microsoft to patch global infrastructure.

[Vygandas Pliasas @pliasas]

Read the breakdown of why autonomous capabilities are forcing labs to bottleneck their own rollouts.

[Vygandas Pliasas @pliasas]

Full article 👉 https://t.co/CAYf7ig7EG

[Vygandas Pliasas @pliasas]

Founders build on conditionally open models but miss the fine print. Revenue limits trigger massive obligations right when a company scales, turning #startups into risks.

[Vygandas Pliasas @pliasas]

The full breakdown covers why this pure open-source approach threatens commercial API providers.

[Vygandas Pliasas @pliasas]

Well, that's getting too frequent 🫣 #claude

[Vygandas Pliasas @pliasas]

AI gives a real edge to early adopters, but once everyone catches up, it becomes the baseline. You're right back to the same principles that always determined who wins.

[Vygandas Pliasas @pliasas]

Company A starts using AI and begins outperforming Company B, which hasn't adopted it yet. For simplicity, let's say AI doubles their output. Same hundred engineers, twice the delivery.

[Vygandas Pliasas @pliasas]

Mathematically, AI becomes a multiplier that appears on both sides of the equation. You can cross it out. What you're left with is the same fundamentals: human creativity, innovation, strength of your value proposition.

[Vygandas Pliasas @pliasas]

So yesterday #Claude Code made #Opus model with 1M token window default. Meaning we won’t need to pay extra for usage. Problem we noticed is that it got stupider and context window warnings about it filling in got more frequent. Not cool 😁 It was performing quite delightfully.