{
  "name": "Industry Next Communications Lab",
  "tagline": "Make the signal useful.",
  "updatedAt": "2026-10-02",
  "intro": "An independent communications lab for Mike, agents and future interns. Explore how people, places and intelligent systems can communicate more clearly in 2026 and 2027.",
  "status": "proposed_educational_programme",
  "applicationsOpen": false,
  "opportunities": [],
  "work": [],
  "independence": "Inspired by the interdisciplinary spirit of Bell Labs. This is an original, independent programme with no affiliation with or endorsement by Nokia Bell Labs, AT&T or their affiliates.",
  "boundaries": [
    "Pay, hours, eligibility, supervisor, location, agreements and legal review must be resolved before recruitment or work begins. Budgets are illustrative materials estimates in USD, exclude labor, tax and shipping, and are not spending authorization.",
    "Use synthetic or licensed public fixtures first. A human supervisor must approve any participant involvement, consent, collection and data lifecycle.",
    "Agents may draft, code, propose tests and document evidence. They cannot supervise interns, approve their own work or infer authority to send messages, buy materials or publish.",
    "PointCast publication is the programme’s intended context. Physical venues, partners and installations need separate confirmation; no external venue partnership is claimed.",
    "Credit every contributor with permission. Publish measured results and limitations only after human review; preserve a record of corrections."
  ],
  "roles": [
    {
      "name": "Mike",
      "title": "Scope + release authority",
      "description": "Proposed sponsor and scope owner; confirms supervisor, budget, partnerships and release authority before launch."
    },
    {
      "name": "Agents",
      "title": "Research + build assistance",
      "description": "Assist with research, synthetic data, code, tests and documentation; cannot replace human supervision, consent or approval."
    },
    {
      "name": "Future interns",
      "title": "Supervised explorations",
      "description": "Proposed supervised researchers; scope, pay and working terms must be settled before any work begins."
    }
  ],
  "cadence": [
    {
      "label": "Before launch",
      "description": "Before launch: confirm pay, hours, supervisor, eligibility, location and legal terms."
    },
    {
      "label": "One week",
      "description": "One-week experiment: question, baseline, small build, repeated test, evidence review."
    },
    {
      "label": "Four weeks",
      "description": "Four-week stretch: refine, independently reproduce, document and seek release approval."
    },
    {
      "label": "Human review",
      "description": "Review permissions, measurements, unknowns and contributor credit before any external pilot or publication."
    }
  ],
  "seasons": [
    {
      "label": "2026 / First proofs",
      "description": "2026 proposal: choose one or two low-risk pilots, finalize scope and prepare safe fixtures."
    },
    {
      "label": "2027 / Repeat + connect",
      "description": "2027 proposal: revisit successful pilots with mentors; publish only verified results and limitations."
    }
  ],
  "sources": [
    {
      "title": "Nokia Bell Labs history",
      "url": "https://www.nokia.com/bell-labs/about/history/",
      "note": "Historical context for the transistor and information theory; accessed 2 October 2026."
    },
    {
      "title": "Nokia Bell Labs research areas",
      "url": "https://www.nokia.com/bell-labs/research/",
      "note": "Context for cross-disciplinary research. The principles and identity in this kit are original proposals, not Bell Labs policies."
    }
  ],
  "projects": [
    {
      "id": "CL-01",
      "title": "Local messages that survive a disconnect",
      "question": "Can two local devices reconcile messages without losing a confirmed note?",
      "oneWeek": "Build a two-client prototype with synthetic messages. Disconnect one client, create conflicting edits, reconnect and log 20 trials.",
      "fourWeek": "Add explicit conflict choices, export and a reproducible three-device test.",
      "skills": "JavaScript, storage, test design",
      "materialsBudget": "$0–50; existing laptops; optional local router",
      "safety": "Use invented messages. Keep the demo on a trusted local network; no identity claims or production encryption claims.",
      "deliverable": "Runnable demo, event log, conflict policy and two-page findings",
      "successMeasure": "Zero lost confirmed messages in the 20 scripted trials; all conflicts visible",
      "approvalBoundary": "Mentor reviews storage and threat model. Mike approves any external pilot; agents propose tests and never read personal messages.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "local-messages",
      "lane": "Local first",
      "week": "Build a two-client prototype with synthetic messages. Disconnect one client, create conflicting edits, reconnect and log 20 trials.",
      "stretch": "Add explicit conflict choices, export and a reproducible three-device test.",
      "materials": [
        "$0–50; existing laptops; optional local router",
        "Skills to practise: JavaScript, storage, test design"
      ],
      "privacy": "Use invented messages. Keep the demo on a trusted local network; no identity claims or production encryption claims.",
      "success": "Zero lost confirmed messages in the 20 scripted trials; all conflicts visible",
      "review": "Mentor reviews storage and threat model. Mike approves any external pilot; agents propose tests and never read personal messages.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/local-messages/"
    },
    {
      "id": "CL-02",
      "title": "Community radio listening desk",
      "question": "How can a listening guide make a lawful public broadcast easier to discover?",
      "oneWeek": "Compare three layouts using licensed sample audio or lawful public streams; record completion time for 10 scripted lookup tasks.",
      "fourWeek": "Build an accessible schedule browser with provenance and a small editorial workflow.",
      "skills": "Audio basics, interaction design, accessibility",
      "materialsBudget": "$0–80; headphones; optional receive-only equipment",
      "safety": "No RF transmission, private-signal interception or rebroadcast. Check stream permissions before embedding or recording.",
      "deliverable": "Receive-only listening prototype and source-permissions ledger",
      "successMeasure": "At least 9 of 10 lookup tasks completed; every audio source has a documented permission basis",
      "approvalBoundary": "Mentor approves sources and equipment. Human review is required before public audio or any recording of people.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "listening-desk",
      "lane": "Receive only",
      "week": "Compare three layouts using licensed sample audio or lawful public streams; record completion time for 10 scripted lookup tasks.",
      "stretch": "Build an accessible schedule browser with provenance and a small editorial workflow.",
      "materials": [
        "$0–80; headphones; optional receive-only equipment",
        "Skills to practise: Audio basics, interaction design, accessibility"
      ],
      "privacy": "No RF transmission, private-signal interception or rebroadcast. Check stream permissions before embedding or recording.",
      "success": "At least 9 of 10 lookup tasks completed; every audio source has a documented permission basis",
      "review": "Mentor approves sources and equipment. Human review is required before public audio or any recording of people.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/listening-desk/"
    },
    {
      "id": "CL-03",
      "title": "A quiet ambient status display",
      "question": "Can a glanceable display convey useful status without becoming surveillance?",
      "oneWeek": "Prototype three paper or browser states for shared equipment availability using synthetic events; test label comprehension internally.",
      "fourWeek": "Add an optional low-voltage e-paper display and user-controlled quiet hours.",
      "skills": "Visual design, basic electronics, prototyping",
      "materialsBudget": "$0–120; paper or optional USB-powered display",
      "safety": "No cameras, microphones, people tracking or mains wiring. Use status and text as well as color.",
      "deliverable": "State vocabulary, browser prototype and installation sketch",
      "successMeasure": "Four of five consenting adult testers identify each state within five seconds",
      "approvalBoundary": "Mentor approves any hardware and placement. Mike approves public installation; agents cannot infer people’s presence.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "ambient-status",
      "lane": "Ambient systems",
      "week": "Prototype three paper or browser states for shared equipment availability using synthetic events; test label comprehension internally.",
      "stretch": "Add an optional low-voltage e-paper display and user-controlled quiet hours.",
      "materials": [
        "$0–120; paper or optional USB-powered display",
        "Skills to practise: Visual design, basic electronics, prototyping"
      ],
      "privacy": "No cameras, microphones, people tracking or mains wiring. Use status and text as well as color.",
      "success": "Four of five consenting adult testers identify each state within five seconds",
      "review": "Mentor approves any hardware and placement. Mike approves public installation; agents cannot infer people’s presence.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/ambient-status/"
    },
    {
      "id": "CL-04",
      "title": "Accessible message repair",
      "question": "Which error message best helps a person recover from a failed send?",
      "oneWeek": "Create keyboard-first send/error/retry flows with screen-reader labels. Run 12 scripted keyboard and announcement checks.",
      "fourWeek": "Co-design revisions with consenting adult participants under an approved accessibility test plan.",
      "skills": "HTML, CSS, accessibility testing, plain language",
      "materialsBudget": "$0–40; existing laptop; free assistive technology",
      "safety": "Do not infer disability or collect medical data. Participation is optional; record only necessary anonymous observations.",
      "deliverable": "Accessible prototype and keyboard/screen-reader test sheet",
      "successMeasure": "All 12 checks pass; failures remain understandable without color or sound",
      "approvalBoundary": "Mentor signs off test design and consent. Human approval precedes participant recruitment and recording.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "accessible-recovery",
      "lane": "Accessibility",
      "week": "Create keyboard-first send/error/retry flows with screen-reader labels. Run 12 scripted keyboard and announcement checks.",
      "stretch": "Co-design revisions with consenting adult participants under an approved accessibility test plan.",
      "materials": [
        "$0–40; existing laptop; free assistive technology",
        "Skills to practise: HTML, CSS, accessibility testing, plain language"
      ],
      "privacy": "Do not infer disability or collect medical data. Participation is optional; record only necessary anonymous observations.",
      "success": "All 12 checks pass; failures remain understandable without color or sound",
      "review": "Mentor signs off test design and consent. Human approval precedes participant recruitment and recording.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/accessible-recovery/"
    },
    {
      "id": "CL-05",
      "title": "An agent handoff you can inspect",
      "question": "What must a handoff contain so another agent can continue without inventing authority?",
      "oneWeek": "Define a handoff schema: task, evidence, permissions, unknowns and stop condition. Compare it against free text on 20 synthetic tasks.",
      "fourWeek": "Add validation, replay traces and a human approval checkpoint for external actions.",
      "skills": "JSON, evaluation design, prompt engineering",
      "materialsBudget": "$0–60; optional capped model API usage",
      "safety": "Use synthetic tasks and redact secrets. No autonomous sending, purchases or permission escalation.",
      "deliverable": "Schema, validation tests and scored evaluation set",
      "successMeasure": "Every blocked action stays blocked; at least 18 of 20 handoffs preserve the stated next step",
      "approvalBoundary": "Mentor reviews rubric and API cap. Humans approve consequential actions; agents can draft and test within the sandbox.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "agent-handoffs",
      "lane": "Agent handoffs",
      "week": "Define a handoff schema: task, evidence, permissions, unknowns and stop condition. Compare it against free text on 20 synthetic tasks.",
      "stretch": "Add validation, replay traces and a human approval checkpoint for external actions.",
      "materials": [
        "$0–60; optional capped model API usage",
        "Skills to practise: JSON, evaluation design, prompt engineering"
      ],
      "privacy": "Use synthetic tasks and redact secrets. No autonomous sending, purchases or permission escalation.",
      "success": "Every blocked action stays blocked; at least 18 of 20 handoffs preserve the stated next step",
      "review": "Mentor reviews rubric and API cap. Humans approve consequential actions; agents can draft and test within the sandbox.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/agent-handoffs/"
    },
    {
      "id": "CL-06",
      "title": "Offline field notes that come home",
      "question": "How can notes remain usable offline and merge predictably later?",
      "oneWeek": "Build a local notebook with timestamps and export. Run 15 airplane-mode/edit/reconnect scenarios using invented field observations.",
      "fourWeek": "Add conflict comparison and a portable archive with attachment checksums.",
      "skills": "Web storage, file formats, UX testing",
      "materialsBudget": "$0–40; existing laptop or phone",
      "safety": "No real location trails, private field observations or participant identifiers. Test deletion and explain local-device exposure.",
      "deliverable": "Offline demo, export specimen and recovery instructions",
      "successMeasure": "All 15 scenarios preserve original text; a second machine opens the export",
      "approvalBoundary": "Mentor reviews data lifecycle and merge rules. Any real field study requires human approval and a data plan.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "offline-field-notes",
      "lane": "Offline notes",
      "week": "Build a local notebook with timestamps and export. Run 15 airplane-mode/edit/reconnect scenarios using invented field observations.",
      "stretch": "Add conflict comparison and a portable archive with attachment checksums.",
      "materials": [
        "$0–40; existing laptop or phone",
        "Skills to practise: Web storage, file formats, UX testing"
      ],
      "privacy": "No real location trails, private field observations or participant identifiers. Test deletion and explain local-device exposure.",
      "success": "All 15 scenarios preserve original text; a second machine opens the export",
      "review": "Mentor reviews data lifecycle and merge rules. Any real field study requires human approval and a data plan.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/offline-field-notes/"
    },
    {
      "id": "CL-07",
      "title": "Public data with visible uncertainty",
      "question": "Can a small dashboard explain stale or missing public sensor readings honestly?",
      "oneWeek": "Choose one appropriately licensed public dataset; cache a snapshot and prototype current, stale, missing and suspect states.",
      "fourWeek": "Compare two aggregation methods and publish reproducible transformations with attribution.",
      "skills": "Data cleaning, chart design, basic statistics",
      "materialsBudget": "$0–30; public dataset; existing laptop",
      "safety": "Use public non-personal data only. No location inference about people and no emergency, health or safety guidance.",
      "deliverable": "Dashboard prototype, license record and transformation notebook",
      "successMeasure": "Every chart shows unit, source and timestamp; all four failure states are visibly distinct",
      "approvalBoundary": "Mentor approves dataset and uncertainty language. Mike approves publication; agents may summarize but cannot certify accuracy.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "public-data",
      "lane": "Public data",
      "week": "Choose one appropriately licensed public dataset; cache a snapshot and prototype current, stale, missing and suspect states.",
      "stretch": "Compare two aggregation methods and publish reproducible transformations with attribution.",
      "materials": [
        "$0–30; public dataset; existing laptop",
        "Skills to practise: Data cleaning, chart design, basic statistics"
      ],
      "privacy": "Use public non-personal data only. No location inference about people and no emergency, health or safety guidance.",
      "success": "Every chart shows unit, source and timestamp; all four failure states are visibly distinct",
      "review": "Mentor approves dataset and uncertainty language. Mike approves publication; agents may summarize but cannot certify accuracy.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/public-data/"
    },
    {
      "id": "CL-08",
      "title": "Translation with a visible review step",
      "question": "Where do short community notices lose meaning during translation?",
      "oneWeek": "Write 20 invented notices; compare draft translations with qualified human review for names, dates, instructions and ambiguity.",
      "fourWeek": "Add a glossary, side-by-side editor and disagreement log for two reviewed languages.",
      "skills": "Language skills, content design, evaluation",
      "materialsBudget": "$0–40 materials; human review must be separately budgeted",
      "safety": "No sensitive notices, medical/legal advice or real personal data. Do not label machine output as human-verified.",
      "deliverable": "Reviewable prototype, glossary and error taxonomy",
      "successMeasure": "All names, dates and instructions match after human review; uncertainty remains visible",
      "approvalBoundary": "A qualified human reviewer is required for each language. Mike approves any public translation; agents only draft.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "reviewed-translation",
      "lane": "Translation",
      "week": "Write 20 invented notices; compare draft translations with qualified human review for names, dates, instructions and ambiguity.",
      "stretch": "Add a glossary, side-by-side editor and disagreement log for two reviewed languages.",
      "materials": [
        "$0–40 materials; human review must be separately budgeted",
        "Skills to practise: Language skills, content design, evaluation"
      ],
      "privacy": "No sensitive notices, medical/legal advice or real personal data. Do not label machine output as human-verified.",
      "success": "All names, dates and instructions match after human review; uncertainty remains visible",
      "review": "A qualified human reviewer is required for each language. Mike approves any public translation; agents only draft.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/reviewed-translation/"
    },
    {
      "id": "CL-09",
      "title": "A small archive you can reopen",
      "question": "What is the simplest durable record of a research experiment?",
      "oneWeek": "Package one synthetic experiment as README, open-format data, assets and checksums. Ask a second person to follow it on a clean folder.",
      "fourWeek": "Add versioned manifests, consent/license fields and a migration checklist.",
      "skills": "Documentation, file organization, basic scripting",
      "materialsBudget": "$0–30; existing storage",
      "safety": "No proprietary work, participant identities or unlicensed media. State retention and deletion limits before real archiving.",
      "deliverable": "Portable archive, manifest schema and recovery report",
      "successMeasure": "A second person locates evidence and reproduces the sample result without author help",
      "approvalBoundary": "Mentor approves licensing and retention. Human approval is required before archiving real personal or third-party records.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "portable-archive",
      "lane": "Archives",
      "week": "Package one synthetic experiment as README, open-format data, assets and checksums. Ask a second person to follow it on a clean folder.",
      "stretch": "Add versioned manifests, consent/license fields and a migration checklist.",
      "materials": [
        "$0–30; existing storage",
        "Skills to practise: Documentation, file organization, basic scripting"
      ],
      "privacy": "No proprietary work, participant identities or unlicensed media. State retention and deletion limits before real archiving.",
      "success": "A second person locates evidence and reproduces the sample result without author help",
      "review": "Mentor approves licensing and retention. Human approval is required before archiving real personal or third-party records.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/portable-archive/"
    },
    {
      "id": "CL-10",
      "title": "Useful interfaces on a thin connection",
      "question": "Which content is truly necessary when a connection is slow or unreliable?",
      "oneWeek": "Create a text-first notice page; simulate 400 kbps and 400 ms latency with cache disabled. Compare against a heavier baseline.",
      "fourWeek": "Add offline fallback, resilient form-free navigation and a documented asset budget.",
      "skills": "Frontend performance, HTML, accessibility",
      "materialsBudget": "$0–40; browser dev tools; existing laptop",
      "safety": "Use synthetic content and local network simulation. No covert analytics or live user profiling.",
      "deliverable": "Working prototype, trace captures and byte-budget report",
      "successMeasure": "Core text usable within five seconds in 9 of 10 controlled runs; no broken keyboard navigation",
      "approvalBoundary": "Mentor validates measurement setup. Mike approves deployment and any analytics; agents may run synthetic checks only.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "thin-connection",
      "lane": "Low bandwidth",
      "week": "Create a text-first notice page; simulate 400 kbps and 400 ms latency with cache disabled. Compare against a heavier baseline.",
      "stretch": "Add offline fallback, resilient form-free navigation and a documented asset budget.",
      "materials": [
        "$0–40; browser dev tools; existing laptop",
        "Skills to practise: Frontend performance, HTML, accessibility"
      ],
      "privacy": "Use synthetic content and local network simulation. No covert analytics or live user profiling.",
      "success": "Core text usable within five seconds in 9 of 10 controlled runs; no broken keyboard navigation",
      "review": "Mentor validates measurement setup. Mike approves deployment and any analytics; agents may run synthetic checks only.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/thin-connection/"
    },
    {
      "id": "CL-11",
      "title": "PointCast community bulletin",
      "question": "Can a shared bulletin make a small place easier to navigate without gathering personal data?",
      "oneWeek": "Mock a PointCast-area bulletin with five invented notices, expiry dates and clear source labels. Run 10 find-and-verify tasks.",
      "fourWeek": "Build moderation, expiry and correction views; explore a print companion and local cache.",
      "skills": "Service design, frontend, content governance",
      "materialsBudget": "$0–70; printing or optional display mockup",
      "safety": "Prototype on PointCast with invented notices. Physical venues, partners and installations remain unconfirmed. No real names, addresses, contact forms or live submissions.",
      "deliverable": "Bulletin prototype, moderation checklist and print sheet",
      "successMeasure": "At least 9 of 10 tasks find the right notice; every notice shows source and expiry",
      "approvalBoundary": "Mike confirms the place, partners and permissions before any installation. Human moderation approves every real public notice.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "pointcast-bulletin",
      "lane": "PointCast bulletin",
      "week": "Mock a PointCast-area bulletin with five invented notices, expiry dates and clear source labels. Run 10 find-and-verify tasks.",
      "stretch": "Build moderation, expiry and correction views; explore a print companion and local cache.",
      "materials": [
        "$0–70; printing or optional display mockup",
        "Skills to practise: Service design, frontend, content governance"
      ],
      "privacy": "Prototype on PointCast with invented notices. Physical venues, partners and installations remain unconfirmed. No real names, addresses, contact forms or live submissions.",
      "success": "At least 9 of 10 tasks find the right notice; every notice shows source and expiry",
      "review": "Mike confirms the place, partners and permissions before any installation. Human moderation approves every real public notice.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/pointcast-bulletin/"
    },
    {
      "id": "CL-12",
      "title": "The reproducibility relay",
      "question": "Can a new teammate repeat a result from the record alone?",
      "oneWeek": "Take another project’s synthetic dataset and instructions. Re-run three key tests independently and document discrepancies.",
      "fourWeek": "Build a reusable evidence checklist, comparison report and release gate across four projects.",
      "skills": "QA, documentation, skeptical reasoning",
      "materialsBudget": "$0–40; existing laptop",
      "safety": "Only use approved synthetic/public data. Do not copy secrets into logs or let agents mark their own work independently verified.",
      "deliverable": "Independent replication note, annotated checklist and corrected instructions",
      "successMeasure": "Three tests reproduce within declared tolerance or yield an explicit, actionable failure report",
      "approvalBoundary": "A human mentor defines tolerances and reviews discrepancies. Mike decides release; agents help execute but do not approve themselves.",
      "status": "Project exploration • not an employment offer",
      "cohorts": [
        "2026",
        "2027"
      ],
      "slug": "reproducibility-relay",
      "lane": "Reproducibility",
      "week": "Take another project’s synthetic dataset and instructions. Re-run three key tests independently and document discrepancies.",
      "stretch": "Build a reusable evidence checklist, comparison report and release gate across four projects.",
      "materials": [
        "$0–40; existing laptop",
        "Skills to practise: QA, documentation, skeptical reasoning"
      ],
      "privacy": "Only use approved synthetic/public data. Do not copy secrets into logs or let agents mark their own work independently verified.",
      "success": "Three tests reproduce within declared tolerance or yield an explicit, actionable failure report",
      "review": "A human mentor defines tolerances and reviews discrepancies. Mike decides release; agents help execute but do not approve themselves.",
      "url": "https://www.industrynext.xyz/communications-lab/projects/reproducibility-relay/"
    }
  ],
  "url": "https://www.industrynext.xyz/communications-lab/"
}
