{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "The Syndicate",
  "home_page_url": "https://syndicate.whoisaadar.sh/",
  "feed_url": "https://syndicate.whoisaadar.sh/editions/feed.json",
  "description": "What actually happened in AI today. Short, daily, free.",
  "language": "en",
  "authors": [
    {
      "name": "Aadarsh Velu",
      "url": "https://whoisaadar.sh"
    }
  ],
  "_syndicate": {
    "syndicate_version": "0.1.0",
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      "id": "story:open-weight-coder",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/27#open-weight-coder",
      "external_url": "https://www.techmeme.com/",
      "title": "Open-weight coding model tops the agent benchmark",
      "summary": "Local coding agents stop being a compromise.",
      "content_text": "An open-weight model scored highest on a widely used agent coding benchmark while running on a single laptop GPU. Builders reproduced the headline number within hours, with caveats about longer tasks.",
      "date_published": "2026-10-27T03:10:00Z",
      "tags": [
        "ai_models"
      ],
      "_syndicate": {
        "kind": "story",
        "buzz": 9,
        "cover_line": "Open model tops coding benchmark",
        "why_it_matters": "Local coding agents stop being a compromise.",
        "sources": [
          {
            "name": "Techmeme",
            "url": "https://www.techmeme.com/",
            "discussion_url": null
          },
          {
            "name": "Hacker News",
            "url": "https://news.ycombinator.com/",
            "discussion_url": null
          },
          {
            "name": "r/LocalLLaMA",
            "url": "https://www.reddit.com/r/LocalLLaMA/",
            "discussion_url": null
          }
        ],
        "social_only": false
      }
    },
    {
      "id": "story:inference-price-cuts",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/27#inference-price-cuts",
      "external_url": "https://www.techmeme.com/",
      "title": "Three labs cut inference prices in the same week",
      "summary": "Running a daily agent gets cheaper again.",
      "content_text": "Three model providers announced price cuts within five days, mostly on mid-sized models. Agent workloads, which make many small calls, benefit most.",
      "date_published": "2026-10-27T04:00:00Z",
      "tags": [
        "ai_models"
      ],
      "_syndicate": {
        "kind": "story",
        "buzz": 7,
        "cover_line": "Three labs cut inference prices",
        "why_it_matters": "Running a daily agent gets cheaper again.",
        "sources": [
          {
            "name": "Techmeme",
            "url": "https://www.techmeme.com/",
            "discussion_url": null
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          {
            "name": "Company blogs",
            "url": "https://example.com/",
            "discussion_url": null
          }
        ],
        "social_only": false
      }
    },
    {
      "id": "story:agent-login-protocol",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/27#agent-login-protocol",
      "external_url": "https://news.ycombinator.com/",
      "title": "Browser agents get a shared protocol for logins",
      "summary": "Fewer agents stuck at a sign-in screen.",
      "content_text": "A draft protocol lets a browser agent hand a login back to the person and pick up where it left off. Two agent frameworks said they would support it.",
      "date_published": "2026-10-27T05:00:00Z",
      "tags": [
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      "_syndicate": {
        "kind": "story",
        "buzz": 6,
        "cover_line": "Browser agents get a login protocol",
        "why_it_matters": "Fewer agents stuck at a sign-in screen.",
        "sources": [
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            "name": "Hacker News",
            "url": "https://news.ycombinator.com/",
            "discussion_url": null
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            "url": "https://github.com/",
            "discussion_url": null
          }
        ],
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    },
    {
      "id": "story:eu-agent-rules",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/27#eu-agent-rules",
      "external_url": "https://eur-lex.europa.eu/",
      "title": "EU drafts rules for agents that act on your behalf",
      "summary": "Agents that buy or book may need a clear human sign-off.",
      "content_text": "Draft guidance proposes that agents completing payments or contracts show a clear confirmation step. Comments are open for six weeks.",
      "date_published": "2026-10-27T02:00:00Z",
      "tags": [
        "policy"
      ],
      "_syndicate": {
        "kind": "story",
        "buzz": 4,
        "why_it_matters": "Agents that buy or book may need a clear human sign-off.",
        "sources": [
          {
            "name": "Official journal",
            "url": "https://eur-lex.europa.eu/",
            "discussion_url": null
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          {
            "name": "Techmeme",
            "url": "https://www.techmeme.com/",
            "discussion_url": null
          }
        ],
        "social_only": false
      }
    },
    {
      "id": "story:small-model-reasoning",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/27#small-model-reasoning",
      "external_url": "https://arxiv.org/",
      "title": "A 3B model matches last year’s 70B on reasoning tests",
      "summary": "Small models keep getting good enough for phones.",
      "content_text": "A research team reports a 3-billion-parameter model trained on synthetic reasoning data matching a much larger model from last year on three benchmarks. Replication is pending.",
      "date_published": "2026-10-27T01:00:00Z",
      "tags": [
        "ai_research"
      ],
      "_syndicate": {
        "kind": "story",
        "buzz": 3,
        "why_it_matters": "Small models keep getting good enough for phones.",
        "sources": [
          {
            "name": "arXiv",
            "url": "https://arxiv.org/",
            "discussion_url": null
          },
          {
            "name": "Hacker News",
            "url": "https://news.ycombinator.com/",
            "discussion_url": null
          }
        ],
        "social_only": false
      }
    },
    {
      "id": "story:voice-turn-taking",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/27#voice-turn-taking",
      "external_url": "https://example.com/",
      "title": "Voice assistants learn to wait their turn",
      "summary": "Talking over people was the top complaint about voice agents.",
      "content_text": "A new turn-taking model predicts when a speaker has finished, so voice agents pause instead of interrupting.",
      "date_published": "2026-10-27T05:20:00Z",
      "tags": [
        "ai_products"
      ],
      "_syndicate": {
        "kind": "story",
        "buzz": 3,
        "why_it_matters": "Talking over people was the top complaint about voice agents.",
        "sources": [
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            "discussion_url": null
          },
          {
            "name": "r/MachineLearning",
            "url": "https://www.reddit.com/r/MachineLearning/",
            "discussion_url": null
          }
        ],
        "social_only": false
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    },
    {
      "id": "story:agent-payment-rails",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/27#agent-payment-rails",
      "external_url": "https://www.techmeme.com/",
      "title": "A startup raises $120M for agent payment rails",
      "summary": "Agents that buy things need a safe way to pay.",
      "content_text": "The company issues spending limits and one-time cards an agent can use only for a task the person approved.",
      "date_published": "2026-10-27T05:45:00Z",
      "tags": [
        "startups"
      ],
      "_syndicate": {
        "kind": "story",
        "buzz": 2,
        "why_it_matters": "Agents that buy things need a safe way to pay.",
        "sources": [
          {
            "name": "Techmeme",
            "url": "https://www.techmeme.com/",
            "discussion_url": null
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            "name": "LinkedIn",
            "url": "https://www.linkedin.com/",
            "discussion_url": null
          }
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        "social_only": false
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    {
      "id": "story:model-hub-2m",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/27#model-hub-2m",
      "external_url": "https://huggingface.co/blog",
      "title": "Open model hub passes 2 million public models",
      "summary": "Most are small fine-tunes you can run locally.",
      "content_text": "Most new uploads this year are small fine-tunes under 8 billion parameters, aimed at laptops and phones.",
      "date_published": "2026-10-27T00:00:00Z",
      "tags": [
        "ai_models"
      ],
      "_syndicate": {
        "kind": "story",
        "buzz": 2,
        "why_it_matters": "Most are small fine-tunes you can run locally.",
        "sources": [
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            "name": "Hub blog",
            "url": "https://huggingface.co/blog",
            "discussion_url": null
          }
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        "social_only": false
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    },
    {
      "id": "story:hearth-desktop",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/26#hearth-desktop",
      "external_url": "https://www.reddit.com/r/LocalLLaMA/",
      "title": "A desktop app makes local models a one-click install",
      "summary": "Running a model locally no longer needs a terminal.",
      "content_text": "A new desktop app downloads, runs and serves open models without a terminal.",
      "date_published": "2026-10-26T01:00:00Z",
      "tags": [
        "ai_products"
      ],
      "_syndicate": {
        "kind": "story",
        "buzz": 5,
        "cover_line": "Local models get a one-click app",
        "why_it_matters": "Running a model locally no longer needs a terminal.",
        "sources": [
          {
            "name": "r/LocalLLaMA",
            "url": "https://www.reddit.com/r/LocalLLaMA/",
            "discussion_url": null
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        "social_only": false
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    {
      "id": "story:murmur-on-device",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/26#murmur-on-device",
      "external_url": "https://github.com/",
      "title": "On-device speech to text reaches cloud accuracy",
      "summary": "Private transcription gets good enough for meetings.",
      "content_text": "An open speech model running on a laptop matches a leading cloud API on a common benchmark.",
      "date_published": "2026-10-26T01:00:00Z",
      "tags": [
        "ai_models"
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      "_syndicate": {
        "kind": "story",
        "buzz": 4,
        "cover_line": "On-device speech matches the cloud",
        "why_it_matters": "Private transcription gets good enough for meetings.",
        "sources": [
          {
            "name": "GitHub",
            "url": "https://github.com/",
            "discussion_url": null
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        "social_only": false
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    {
      "id": "story:lumen-layers",
      "url": "https://syndicate.whoisaadar.sh/editions/2026/10/26#lumen-layers",
      "external_url": "https://www.producthunt.com/",
      "title": "Image models start generating editable layers",
      "summary": "Generated images become something you can edit, not redo.",
      "content_text": "A design tool generates images as separate layers you can move or replace.",
      "date_published": "2026-10-26T01:00:00Z",
      "tags": [
        "ai_products"
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      "_syndicate": {
        "kind": "story",
        "buzz": 3,
        "cover_line": "Image models generate layers",
        "why_it_matters": "Generated images become something you can edit, not redo.",
        "sources": [
          {
            "name": "Product Hunt",
            "url": "https://www.producthunt.com/",
            "discussion_url": null
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        "social_only": false
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  ]
}