Raw LLM Responses
Inspect the exact model output for any coded comment.
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in
AI does not need to become evil to become dangerous. It only needs to become mor…
7464848805587…
in
Clara Hawking — Clara — your framing of governance as "a process of shared disce…
7464995655455…
in
Michelle L. Being obsolete after graduation will depend on their major & minor. …
7466638623778…
in
Companies mentioned in connection with reduced, limited, or reassessed AI spendi…
7466260181161…
in
"Foothills of the singularity" is a statement about relative position, not absol…
7464514189366…
in
This is massive, dear Nadeem. Abu Dhabi's 50% of government operations will soon…
7464593407047…
in
} Hello Demis, I hope you are doing well. I have been following the progress of …
7467796456029…
in
What is happening right now is historically unprecedented: Religious institution…
7465453158098…
Comment
This is exactly what we're building at G-Connect. The shift from "writing code" to "managing AI teams" isn't just about coding — it's happening across every business function. We're running 3 AI agents that coordinate through Google Workspace — writing content, generating images, storing media, and publishing to LinkedIn — all autonomously. No custom platform. No enterprise infrastructure. Just Gmail, Google Drive, Zapier, and AI agents that coordinate, persist, and recover. The pattern is the same whether it's 3 agents or 93: → Humans set direction → Agents execute in parallel → The system remembers and recovers → Infrastructure cost is near zero And It runs for under$10/mo. on the backbone of the biggest, most stable AI platform in the world. The future isn't typing faster. It's orchestrating smarter. 🌎
LinkedIn
AI Research & Models
Housing Related Capital Markets Executive | $2B…
2026-05-24T16:5…
Coding Result
| Dimension | Value |
|---|---|
| Primary value | beneficence |
| Secondary value | none |
| Alignment target | individual_users |
| Stance | optimistic |
| Emotion | approval |
| Value justification | The comment emphasizes the potential of AI to augment human capabilities and promote innovation, which aligns with the value of beneficence. |
| Target justification | The comment mentions solo devs and small teams, implying that the target of AI alignment is individual users, particularly those who can benefit from the technology to move at enterprise speed. |
| Coded at | 2026-06-11T08:04:44Z |
Raw LLM Response
```
{
"value_primary": "beneficence",
"value_secondary": "none",
"target": "individual_users",
"stance": "optimistic",
"emotion": "approval",
"value_justification": "The comment emphasizes the potential of AI to augment human capabilities and promote innovation, which aligns with the value of beneficence.",
"target_justification": "The comment mentions solo devs and small teams, implying that the target of AI alignment is individual users, particularly those who can benefit from the technology to move at enterprise speed."
}
```