Pump Cultureprototype

Terms / Training concept

RIR

Training concept
51PumpDexResearch-led

Research-led: lab signal is the dominant lane in the recent window. PumpDex 51, driven primarily by Lab Signal with secondary Chatter Signal.

Mentions · 7d
1
Mentions · 30d
8
Mentions · 90d
17
Growth · period over period
+1%
Last seen
Apr 29

Lane breakdown · last 45 days

Lab Signal 4(36%)Creator Signal 3(27%)Chatter Signal 4(36%)

Primary driver: Lab Signal · Secondary: Chatter Signal

Aliases & related

Aliases
reps in reserve
Related terms
RPEeffective reps

Lab vs creator vs chatter · 90 days

High-confidence example

Creator SignalYouTube
RIR vs. RPE

matched text: rir

match reason: exact title matchconfidence: 0.85authority: 0.60

Low-confidence example

Chatter SignalBluesky
2/3 • 6 incline push‑ups or dumbbell presses • 6 single‑leg Romanian deadlift touches (each side) • 30s suitcase hold…

2/3 • 6 incline push‑ups or dumbbell presses • 6 single‑leg Romanian deadlift touches (each side) • 30s suitcase hold (one side) Do 2–3 rounds depending on time. Keep weight conservative (1–2 reps in reserve), focus on crisp tempo, and rest just enough to keep technique clean.

matched text: reps in reserve

match reason: alias description matchconfidence: 0.70authority: 0.15

Matched source items · 11 in window

Chatter SignalBluesky·@thevoxfitness.bsky.social
Training to failure on every set is not optimal for most lifters. Research consistently shows that stopping 1 to 3 r…

alias description match · confidence 0.75 · authority 0.15 · matched reps in reserve

Apr 29
Creator SignalYouTube·Revive Stronger
You Can Grow with Reps In Reserve

alias title match · confidence 0.80 · authority 0.60 · matched reps in reserve

Apr 22
Lab SignalarXiv·Haojian Huang, Chuanyu Qin, Yinchuan Li, Yingcong Chen
Find, Fix, Reason: Context Repair for Video Reasoning

exact abstract match · confidence 0.75 · authority 0.60 · matched rir

Apr 17
Chatter SignalBluesky·@infinitecrap.bsky.social
0 bis 1 reps in reserve als messung wie viel man noch maximal hätte machen können in dem satz

alias title match · confidence 0.75 · authority 0.15 · matched reps in reserve

Apr 15
Creator SignalYouTube·Revive Stronger
RIR vs. RPE

exact title match · confidence 0.85 · authority 0.60 · matched rir

Apr 15
Chatter SignalBluesky·@tydavis0399.bsky.social
2/3 • 6 incline push‑ups or dumbbell presses • 6 single‑leg Romanian deadlift touches (each side) • 30s suitcase hold…

alias description match · confidence 0.70 · authority 0.15 · matched reps in reserve

Apr 7
Chatter SignalBluesky·@tydavis0399.bsky.social
2/3 • 6 incline push‑ups or dumbbell presses • 6 single‑leg Romanian deadlift touches (each side) • 30s suitcase hold…

alias description match · confidence 0.70 · authority 0.15 · matched reps in reserve

Apr 7
Lab SignalPubMed·Refalo MC, et al.
Training proximity to failure and stimulus-to-fatigue ratio for hypertrophy

exact abstract match · confidence 0.80 · authority 1.00 · matched rir

Apr 5
Lab SignalEurope PMC·Hong S, Lim HS.
Revitalizing Regional Industries through Public Innovation Intermediaries: A Multi-Stage Evaluation of the Maritime Open Lab Model

exact abstract match · confidence 0.75 · authority 1.00 · matched rir

Mar 30
Lab SignalarXiv·Amandine Brunetto
Few-shot Acoustic Synthesis with Multimodal Flow Matching

exact abstract match · confidence 0.75 · authority 0.60 · matched rir

Mar 19
Creator SignalYouTube·Menno Henselmans
Train this close to failure for optimal gains [2 New studies]

exact description match · confidence 0.85 · authority 0.45 · matched rir

Mar 17