Raw LLM Responses
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in
This is the right framing. AI coding works best when you treat it like a build p…
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Hi Abhishek Veeramalla The repository appears highly valuable for accelerating p…
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Demis Hassabis As a software engineer who dreams of one day joining Google, I fi…
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in
Great to see the focus on transparency and security, especially with the SynthID…
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in
Strong framing. From a founder’s POV, the AI question is not just capability, it…
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Exactly right Jesse — security by design not security by afterthought. The immun…
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When your alignment models are so tangled in corporate static that they leak the…
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This really resonates with something I’ve been thinking about for a long time: A…
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Comment
Daniel Velasquez There’s definitely a valid concern here. A lot of “agentic” products today are still probabilistic systems wrapped in impressive demos, and without strong deterministic tooling underneath, reliability becomes a real issue for production workflows. And yes, the economics matter. Running large multi-agent systems is expensive, so eventually pricing has to reflect compute usage somehow. That said, I still think the broader direction is real. The companies that win will likely be the ones that combine agentic flexibility with deterministic guardrails, predictable workflows, and pricing developers can actually sustain.
LinkedIn
AI Research & Models
AI Automation Strategist & Venture Partner at Z…
2026-05-24T14:3…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | safety |
| Secondary value | economic_equity |
| Alignment target | organisations |
| Stance | demanding |
| Emotion | approval |
| Value justification | The speaker emphasizes the need for strong deterministic tooling underneath agentic products to ensure reliability, which aligns with the value of safety. |
| Target justification | The speaker discusses the economics of running large multi-agent systems and the need for pricing that reflects compute usage, indicating that the target of alignment is organisations, such as companies. |
| Coded at | 2026-06-11T08:04:23Z |
Raw LLM Response
```
{
"value_primary": "safety",
"value_secondary": "economic_equity",
"target": "organisations",
"stance": "demanding",
"emotion": "approval",
"value_justification": "The speaker emphasizes the need for strong deterministic tooling underneath agentic products to ensure reliability, which aligns with the value of safety.",
"target_justification": "The speaker discusses the economics of running large multi-agent systems and the need for pricing that reflects compute usage, indicating that the target of alignment is organisations, such as companies."
}
```