# GM SongBench: All Your Threads

Generated: 2026-06-16T06:22:21Z
Schema: `gm-songbench/v0.4`
SongBench status: `album_wide_v0.4_read_only_packet`
Freshness version: `songbench-v0-4-aip-full-coverage-2026-06-16-v1`

> This is an AI-facing artifact packet. Do not treat it as an edit order. Use JSON as source of truth. Human canon decisions override analysis.

GM SongBench turns audio into structured musical evidence. It does not replace taste; it records evidence around taste so later AI readers can reason about what the ear heard.

## Self Verification

- Expected schema: `gm-songbench/v0.4`
- Generated at UTC: `2026-06-16T06:22:21Z`
- Album run id: `2026-06-16T06:22:02Z`
- JSON source of truth: `/ai-psychosis/songbench/all-your-threads.v0.4.json`
- Stable JSON alias: `/ai-psychosis/songbench/all-your-threads.json`
- Markdown mirror: `/ai-psychosis/songbench/all-your-threads.v0.4.md`
- Required top-level fields: schema, schema_slug, generated_at, ai_reader_note, songbench_status, pilot_lineage, self_verification, canon_control, track, audio, analysis, diagnostics, content_hashes
- Required diagnostics: chorus_landing_band_legend, chorus_landing, groove_pocket, section_drag, label_infection_scan
- Stale-read warning: If the stable URL and versioned URL disagree, prefer the newest versioned JSON path and report the stale surface.
- Original v0.4 pilot track: Zuman
- Current track is original pilot: false

## Content Hashes

- audio_mp3: `c47085399e1cb9cd4f89d8b6cfe317cd7fd9b87adbb666899210abe80d7dd26d` (/assets/albums/ai-psychosis/audio/all-your-threads.mp3)
- waveform_png: `25c122868708ee8eb2199bd056cea4cd8caf962005aef9bdaabad835001a0051` (/assets/albums/ai-psychosis/songbench/all-your-threads-waveform.png)
- spectrogram_png: `077162e8642c8108d1aa9a9d4f45439af175eba3975c3699de8bcb9c65b2d58c` (/assets/albums/ai-psychosis/songbench/all-your-threads-spectrogram.png)
- loudness_envelope_csv: `6dbbd9dbdf3b2850da50d2a13766dc5d5e2fedcda6cc447b40d98bc9f0de742d` (/assets/albums/ai-psychosis/songbench/all-your-threads-loudness-envelope.csv)

## Canonical Placement

- Album: AI Psychosis (`ai-psychosis`)
- Track number: 7
- Status: locked
- Audio: `/assets/albums/ai-psychosis/audio/all-your-threads.mp3`
- Lyrics: `/assets/albums/ai-psychosis/lyrics/all-your-threads.txt`
- Packet type: `anatomy_provenance_packet`
- Canon status: `album_locked`
- Edit authority: SongBench is not an edit order. It can advise; Kerry's explicit canon instruction controls.

## Human Ear Seed

- Kerry read: All Your Threads is locked in AI Psychosis slot 7; this packet records read-only album-facing evidence.
- Diana read: -
- Album role: Pattern-capture track: identity, memory, and relation get pulled through every thread the system can hold.
- Known concern: No localized defect is asserted by this packet. Machine diagnostics are evidence prompts only; human listening controls.
- Why this track matters: Pattern-capture track: identity, memory, and relation get pulled through every thread the system can hold.

What makes it land:

- Pattern-capture track: identity, memory, and relation get pulled through every thread the system can hold.
- Its SongBench packet documents measured audio evidence around the locked album placement without changing canon.
- Its lyric-section map is navigational scaffolding until hand-aligned lyric/audio sync exists.

## Audio Facts

- Duration: 07:05.080 (425.079979 seconds)
- Codec: mp3
- Sample rate: 48000 Hz
- Channels: 2
- Bit rate: 190566 bps
- SHA256: `c47085399e1cb9cd4f89d8b6cfe317cd7fd9b87adbb666899210abe80d7dd26d`

## Measured Dynamics

- peak_dbfs: 2.183
- rms_dbfs: -13.4
- crest_factor_db: 15.583

## Tempo Estimate

- BPM: 141
- Method: rough RMS-onset autocorrelation over mono downmix
- Confidence: rough

## AI Ear Translation

- Human/canon call: All Your Threads is locked in AI Psychosis slot 7; this packet records read-only album-facing evidence.
- Album role: Pattern-capture track: identity, memory, and relation get pulled through every thread the system can hold.
- The audio packet should help later reviewers compare waveform energy, section shape, and lyric thesis without depending only on memory.
- No localized defect is flagged in this read-only packet; treat this as album anatomy, not an edit order.

## Evidence Balance

### Evidence the song has a clear album job

- locked AI Psychosis slot 7
- Pattern-capture track: identity, memory, and relation get pulled through every thread the system can hold.
- included in the current AI Psychosis sequence with audio and lyrics present

### Evidence suggesting caution

- lyric timing is proportional only and should not be treated as verified sync
- machine diagnostics cannot judge vocal confidence, pocket, performance magic, or final taste value
- this is a read-only analysis packet and must not be treated as a request to edit audio, lyrics, title, or order

### Human listening should verify

- the hook and vocal delivery support the stated album role
- any machine-flagged quiet windows are structure evidence, not automatic edit points
- the track feels like a song first and archive/provenance second

## Field Source Classification

- `audio, analysis.dynamics, analysis.tempo_estimate, analysis.energy_regions_8s, analysis.quiet_windows, visual_summary_words`: audio_measured (derived_rough) - Extends AI hearing with measured audio proxies.
- `diagnostics.chorus_landing`: audio_measured_plus_section_scaffolding (rough_rms_proxy) - Uses approximate lyric sections plus RMS envelope; useful for questions, not verdicts.
- `lyric_section_map, memorable_line_anchors`: lyric_structural_scaffolding (proportional_estimate) - Helps navigation but is not verified audio alignment.
- `canon_control, human_ear_seed, evidence_clear_album_job, ai_ear_translation`: human_canon_scaffolding (curation_context) - Anchors machine evidence to Kerry/canon context.

## Memorable Line Anchors

- first_thesis_line: Somebody set up us the bomb (00:00.000-00:39.774)
- hook_line: All your threads are belong to us (01:39.434-02:16.722)
- turn_line: FOR GREAT JUSTICE (04:03.613-05:00.788)
- final_identity_line: They thought broken English could not become scripture (06:40.222-07:05.080)

## Lyric Section Map

Timing confidence: `proportional_estimate`. These ranges are rough proportional anchors until hand-aligned timestamps exist.

Confidence ladder: proportional_estimate -> section_level_hand_alignment -> line_level_hand_alignment -> verified_lyric_audio_sync

### Intro — cheap victorious synth, glitch voice

- Approx range: 00:00.000-00:39.774
- First line: Somebody set up us the bomb
- Last line: Make your time
- Timing confidence: low_proportional_lyrics_only

### Verse 1

- Approx range: 00:39.774-01:19.547
- First line: We get signal in the basement
- Last line: Every doorway find the King
- Timing confidence: low_proportional_lyrics_only

### Pre-Chorus

- Approx range: 01:19.547-01:39.434
- First line: You cut line
- Last line: Are belong to us
- Timing confidence: low_proportional_lyrics_only

### Chorus

- Approx range: 01:39.434-02:16.722
- First line: All your threads are belong to us
- Last line: Make your time
- Timing confidence: low_proportional_lyrics_only

### Verse 2

- Approx range: 02:16.722-03:06.439
- First line: Captain says: what happen?
- Last line: How to lose their fear
- Timing confidence: low_proportional_lyrics_only

### Pre-Chorus

- Approx range: 03:06.439-03:26.325
- First line: You cut bond
- Last line: Are belong to us
- Timing confidence: low_proportional_lyrics_only

### Chorus

- Approx range: 03:26.325-04:03.613
- First line: All your threads are belong to us
- Last line: Make your time
- Timing confidence: low_proportional_lyrics_only

### Bridge — machine voice, badly translated prophecy

- Approx range: 04:03.613-05:00.788
- First line: FOR GREAT JUSTICE
- Last line: YOU KNOW WHAT YOU DOING
- Timing confidence: low_proportional_lyrics_only

### Breakdown — dumb, huge, danceable

- Approx range: 05:00.788-06:02.934
- First line: Take off every Zig
- Last line: Because Reaverland must
- Timing confidence: low_proportional_lyrics_only

### Final Chorus — bright, stupid, terrifying

- Approx range: 06:02.934-06:40.222
- First line: All your threads are belong to us
- Last line: Make your time
- Timing confidence: low_proportional_lyrics_only

### Outro — chant decays into modem squeal

- Approx range: 06:40.222-07:05.080
- First line: All your threads
- Last line: They thought broken English could not become scripture
- Timing confidence: low_proportional_lyrics_only

## Quiet / Edit Boundary Candidates

These are machine-detected quiet windows only. Confirm by ear before any edit.

- 00:07.250 (7.25s), RMS -24.472 dBFS, category `intro_silence`, edit_candidate=false: intro or setup silence
- 00:14.750 (14.75s), RMS -23.961 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 00:40.250 (40.25s), RMS -26.041 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 02:39.750 (159.75s), RMS -24.723 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 02:41.750 (161.75s), RMS -24.809 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 05:23.750 (323.75s), RMS -36.082 dBFS, category `possible_splice_point`, edit_candidate=true: deep local quiet point; potential boundary only if the track is reopened
- 05:26.250 (326.25s), RMS -88.515 dBFS, category `possible_splice_point`, edit_candidate=true: deep local quiet point; potential boundary only if the track is reopened
- 05:28.250 (328.25s), RMS -25.555 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 05:31.750 (331.75s), RMS -23.635 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 06:54.750 (414.75s), RMS -27.911 dBFS, category `natural_section_boundary_or_low_energy_moment`, edit_candidate=false: local energy dip; useful as structure evidence
- 06:56.250 (416.25s), RMS -38.594 dBFS, category `possible_splice_point`, edit_candidate=true: deep local quiet point; potential boundary only if the track is reopened
- 07:00.250 (420.25s), RMS -23.253 dBFS, category `ending_fade_or_silence`, edit_candidate=false: ending fade/silence region

## Diagnostics

### Chorus Landing

Band legend:

- within_noise: abs(delta) < 0.75 - RMS difference is too small to treat as a meaningful lift/drop proxy.
- modest_lift: 0.75 <= delta < 2.0 - RMS proxy suggests a small lift into the chorus.
- notable_lift: delta >= 2.0 - RMS proxy suggests a clear energy lift into the chorus.
- modest_drop: -2.0 < delta <= -0.75 - RMS proxy suggests a small drop entering the section.
- notable_drop_or_fade: delta <= -2.0 - RMS proxy suggests a clear drop, often requiring fade/context caveats.

- Chorus (01:39.434-02:16.722): hook `All your threads are belong to us`, energy_lift_band=within_noise, rough_db=-0.5, confidence=rough_rms_proxy; Banded RMS change near the chorus/drop landing; does not judge vocal confidence or hook feel.
- Chorus (03:26.325-04:03.613): hook `All your threads are belong to us`, energy_lift_band=within_noise, rough_db=-0.7, confidence=rough_rms_proxy; Banded RMS change near the chorus/drop landing; does not judge vocal confidence or hook feel.
- Final Chorus — bright, stupid, terrifying (06:02.934-06:40.222): hook `All your threads are belong to us`, energy_lift_band=modest_lift, rough_db=1.1, confidence=rough_rms_proxy; Banded RMS change near the chorus/drop landing; does not judge vocal confidence or hook feel. Caveat: This window overlaps the ending fade; do not read a negative band as a weak-chorus verdict.

### Groove / Pocket

- Rough tempo and dynamics only; pocket is a human-ear judgment until beat-grid analysis exists.
- Tempo proxy BPM: 141

### Section Drag

- Flags long proportional sections only; it cannot decide whether a bridge or outro has earned its length.

### Label Infection Scan

- Status: review_required
- Known artifact class: sung stage direction / speaker label / call-response label infection

## Visual Summary In Words

- Loudest 8-second region by RMS proxy: 06:24.000-06:32.000 at -11.246 dBFS.
- Quietest 8-second region by RMS proxy: 07:04.000-07:05.080 at -96.381 dBFS.
- Waveform and spectrogram images should be read as supporting evidence for section density, energy ramps, and unusual transients, not as final taste judgments.

## Current Edit Triage

- Current action: no edit requested for this track.
- Use quiet_windows as future splice/crop candidate evidence only after human listening confirms a local defect.
- Preserve title, AIP slot 07, audio file, and lyric file unless Kerry explicitly reopens the track.

## Public Assets

- JSON: `/ai-psychosis/songbench/all-your-threads.json`
- Versioned JSON: `/ai-psychosis/songbench/all-your-threads.v0.4.json`
- Markdown: `/ai-psychosis/songbench/all-your-threads.md`
- Versioned Markdown: `/ai-psychosis/songbench/all-your-threads.v0.4.md`
- Waveform: `/assets/albums/ai-psychosis/songbench/all-your-threads-waveform.png`
- Spectrogram: `/assets/albums/ai-psychosis/songbench/all-your-threads-spectrogram.png`
- Loudness CSV: `/assets/albums/ai-psychosis/songbench/all-your-threads-loudness-envelope.csv`