## 1. REDUNDANT TRANSITIONS/SIGNPOSTING (~80-100 words)
| Location | Current | Can cut to |
|----------|---------|-----------|
| §2 opening | "Carlson recommends we appreciate things for what they are. So what are LLMs?" | "So what are LLMs?" |
| §3 opening | "However, the technical description in the previous section presents LLMs as systems that..." | "However, §2 presents LLMs as systems that..." |
| §4 opening | "Having set aside the person-based options in Section 3, we turn to design appreciation." | "We turn to design appreciation." |
| §5.1 opening | "Section 2 described what LLMs are... This satisfies Carlson's first recommendation..." | Cut first sentence entirely - already established |
| §6 opening | "Discussion of generative AI aesthetics has so far focused on outputs" | Can cut - obvious from paper structure |
| Conclusion | "We began by asking..." | Can tighten recap |
---
## 2. DOUBLED PHRASINGS (~60-80 words)
| Current | Tighter |
|---------|---------|
| "visible and intelligible" (appears 5+ times) | Use once, then just "visible" or "intelligible" |
| "projects and commitments" | "projects" (commitments already implied) |
| "appropriate aesthetic appreciation" | "appropriate appreciation" or just "appreciation" |
| "temporally extended life" | "extended life" (temporal implied) |
| "stable patterns" / "characteristic patterns" | Standardize to one phrase |
---
## 3. VERBOSE CONSTRUCTIONS (~100-120 words)
| Current | Tighter |
|---------|---------|
| "it is not difficult to imagine ways in which" | "one could" |
| "For present purposes, we need not decide which of these options is correct" | "We need not decide here" |
| "What matters for present purposes is" | "What matters is" |
| "Given [[Allen Carlson]]'s recommendation that we should appreciate things as what they in fact are" | "Given Carlson's recommendation" |
| "in the way it is of fiction" / "in the sense in which" | Cut prepositional padding |
| "a kind of" / "a sort of" | Often deletable |
---
## 4. REPEATED EXPLANATIONS (~80-100 words)
| Location | Issue |
|----------|-------|
| §3.1-3.2 | Both sections explain why LLMs lack "temporally extended life" - can state once definitively |
| §3.3 | Re-explains post-training after §2 already covered it |
| §5.1 | Re-explains simulator view when introducing [[semiotic physics]] - Janus summary could be tighter |
| §6.1, 6.2, 6.3 | Each restates "semiotic physics guides aspection" - needed once |
---
## 5. EXCESSIVE EXEMPLIFICATION (~50-70 words)
| Current | Issue |
|---------|-------|
| "warmth, wit, or steadiness" / "warmth or eccentricity" / "quick wit" | Multiple trait lists - one suffices |
| "Gatsby's enigmatic, dream-chasing idealism; Ron Swanson's libertarian gruffness" | Appears twice - cut second instance |
| Reasoning output vs. bee text | Extended; core contrast made early but elaborated redundantly |
---
## 6. HEDGING/QUALIFICATION (~40-50 words)
| Phrases that can be cut |
|------------------------|
| "in this sense" |
| "as we shall see" |
| "we noted that" / "we have noted" |
| "it should be noted that" |
| "in a certain sense" |
| "so to speak" |
---
## 7. LONG QUOTATIONS (~50-80 words)
| Location | Suggestion |
|----------|------------|
| Carlson 2000 block quote (line 33) | Paraphrase or trim - the point is already made in your prose |
| Olah 2024 quote | Keep but trim "one useful way to think about..." framing |
| Wolfram 2023 quote | Paraphrase - you explain the same point immediately after |
---
## TOTAL ESTIMATED SAVINGS: **460-600 words**
---
## HIGHEST-IMPACT CUTS (if you want a targeted approach):
1. **Trim §3.3** (~100 words) - re-explains post-training unnecessarily
2. **Consolidate "visible and intelligible"** (~30 words)
3. **Cut transition sentences** at section openings (~60 words)
4. **Paraphrase the Carlson block quote** line 33 (~40 words)
5. **Tighten §6.1 reasoning/bee contrast** - made twice (~80 words)
6. **Remove "For present purposes" constructions** (~25 words)