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inference_results/step15015978_20260319_2253.md

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+# Inference Results - Step 15015978 (20260319_2253)
+
+## AR Mode
+**Prompt:** "The principles of fluid mechanics explain how submarines navigate"
+**Output:** matterHowanavian-receptorfunctionssurfacesthecellsthatinventsthecellsofMC1,5and7,respectively.Melanocortis(12)isthenembeddedreceptorsignalingpathwayofMC1,5,and7,respectively.NucleicAcids(13)aretheresultofMC1and5,whicharetheresultofMC
+
+**Notes:** No spaces between words. Topic drifts from submarines to melanocortin receptors/nucleic acids. Uses scientific terminology (MC1, MC5, MC7) and citation-style references. Semi-coherent English structure but nonsensical content relative to prompt. 1.2 tok/s, 65.71s.
+
+## SAT Fixed Mode
+**Prompt:** "how radio waves carry information through the atmosphere"
+**Output:** stareil1GWinartRehatiansinthetoouttheatesMumieestHlandand.Sursser|is:PontDwasTheasakFJortrefanseecforar".agofhedasszyusotismitopiritsacInireK\xef\xbf\xbdemutm.P.comEoftwiththoricim
+
+**Notes:** Garbled subword fragments. Not coherent English. 2.4 tok/s, 33.00s.
+
+## SAT Variable Mode
+**Prompt:** "the mathematics of probability theory and its origins in gambling"
+**Output:** im:intheutReareouteW.SMsbytoiniliepeswasthandBst|asyss's.HJarianonturHenlandGist"Arfalsestusag.PatPisassureKFec4oftakirhedwith;whe.comismTheortireerastit1whichhatEthator
+
+**Notes:** Garbled subword fragments. Not coherent English. 2.4 tok/s, 33.48s.
+
+## Notes
+- Checkpoint: pretrain_step15015978.pt (~13.95B/35B tokens, 39.8%)
+- Inference run on CPU (GPU busy with training)
+- max_new_tokens: 80
+- AR mode produces no-space English with scientific vocabulary and topic drift — consistent with previous observations
+- SAT modes (both fixed and variable) still produce garbled subword fragments at 39.8% training — no improvement from previous check