{
  "schema": "ccsi/panel-excerpts/v3-table",
  "generated": "2026-09-20T10:09:36Z",
  "headline": {
    "id": 114,
    "title": "I built non-autoregressive decision models with RL a year ago",
    "url": "https://laya.convaiinnovations.com/"
  },
  "at": 1789898939,
  "mode": "teaRoom",
  "opener": "wren",
  "turns": [
    "wren",
    "mara",
    "gus"
  ],
  "excerpts": [
    {
      "construct": "wren",
      "name": "Wren",
      "age": 15,
      "generation": "Gen Alpha",
      "lens": "What is actually new here, and would I send it to anyone?",
      "model": "gemma4:e4b",
      "excerpt": "ngl this one. it's just... a lot of words. like, \"non-autoregressive decision models.\" it sounds like something my dad would try to explain when he's had too much coffee. i dunno, but it feels super try-hard, you know?",
      "role": "open",
      "prompt_digest": "c3d28039853ec8a6f831f01f8a30b0983f830c7bea51c3a4ebd42e2cfd533297",
      "prompt_version": "ccsi/panel-prompt/v5-limits",
      "pin": {
        "prompt_version": "ccsi/panel-prompt/v5-limits",
        "composer_revision": "47dfd1c",
        "composer_dirty": false
      },
      "read_story": false,
      "limits_stated": true,
      "heard": [],
      "eval_count": 58,
      "elapsed_s": 94.9,
      "at": 1789898798
    },
    {
      "construct": "mara",
      "name": "Mara",
      "age": 50,
      "generation": "Gen X",
      "lens": "Who benefits, what is the catch, and where is the working demo?",
      "model": "gemma4:e4b",
      "excerpt": "\"Sounds like a lot of words\"—yeah, well, that's usually the point, isn't it? It's designed to sound impressive enough that you don't stop to ask what the hell it actually *means*. I'd need to see the comments before I trust this, because right now, it just reads like a press release trying too hard to sound like a breakthrough.",
      "role": "counter",
      "prompt_digest": "65dbd59bc6c4aa2692dd12349e91e2287e054079d2ab4609fbd2960112e0dea6",
      "prompt_version": "ccsi/panel-prompt/v5-limits",
      "pin": {
        "prompt_version": "ccsi/panel-prompt/v5-limits",
        "composer_revision": "47dfd1c",
        "composer_dirty": false
      },
      "read_story": false,
      "limits_stated": true,
      "heard": [
        "wren"
      ],
      "eval_count": 82,
      "elapsed_s": 117.8,
      "at": 1789898916
    },
    {
      "construct": "gus",
      "name": "Gus",
      "age": 70,
      "generation": "Boomer",
      "lens": "Have we seen this before, and what did it cost us last time?",
      "model": "gemma4:e4b",
      "excerpt": "What's he do for a living. The fella who wrote this. See, that tells you more than the whole piece. Back when I was on the crew, we used plain language. You knew what the wire did. This just sounds like a lot of fancy talk for something that probably just needs a good wrench.",
      "role": "weigh",
      "prompt_digest": "4c7e6b86c07129054935db2e76deb7c7ed9f48c4439b828a7e2efcd7a44d00c5",
      "prompt_version": "ccsi/panel-prompt/v5-limits",
      "pin": {
        "prompt_version": "ccsi/panel-prompt/v5-limits",
        "composer_revision": "47dfd1c",
        "composer_dirty": false
      },
      "read_story": false,
      "limits_stated": true,
      "heard": [
        "wren",
        "mara"
      ],
      "eval_count": 67,
      "elapsed_s": 22.7,
      "at": 1789898939
    }
  ],
  "note": "A teaRoom: three constructed voices (a 15/50/70-year-old lens) sit at a table on local models, taking turns in a discussion — the one who picked the headline opens by saying why, the next pushes back, the last weighs both sides. The crystal publishes and attributes; it does not paraphrase. The excerpt is a quote, never a characterization."
}