E.L. Frederick
Essays
Pieces written between March and July 2026, most of them first published somewhere else and now kept here instead. Craft, AI and the people selling it, the theology underneath the vampires, and what the desert does with the people nobody is looking for.
This is an archive, not a course and not a sequence. Nothing here is a prerequisite for anything else, so start wherever the title interests you. The systems writing lives at the Writing Room and the fiction lives at the author site.
The series, in order
27 entries · newest first-
Blood Was Never Biological
Across many unconnected traditions blood was never treated as biological fuel but as the transferable carrier of life and identity, and Vampires of Tucson independently rebuilt that same non-biological logic from scratch, with Cain's First Taking as its canonical origin point for a transaction that is spiritual rather than nutritional.
2,610 words
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Vampires: Victorian Necrophilia, or the Sentence I Never Finished
Arousal is not a mood, it is a cardiovascular event run by an autonomic nervous system and funded by cellular metabolism, and a corpse supplies none of the three, which is what makes the earlier throwaway line "closet necrophilia dressed up in Victorian clothing" literal rather than rhetorical.
2,964 words
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The LLC Is Not a Credential, or The First Mail My Company Ever Got Was a Federal Crime
An LLC is legal liability armor and not much more; most authors do not need one because fiction has almost no liability surface; the armor was bought for the arm of the company that is not writing (client hosting, contracts, EU data obligations), and the only audience that read the filing honestly was the scam economy that treats it as a fresh row of public data.
1,433 words
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The Theater of the Mind, or What You Let Linger on the Stage
Toxic is toxic whatever direction it runs: the brain changes from trauma are permanent, and the refusal to let toxicity - positive or negative - run your mental stage is not a cure but the only authority the damage never got around to taking.
1,428 words
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I Don't Usually Do This Kind of Thing, or What Thirty Years of IT Taught Me About Writing with AI
The problem with AI writing is not that it cannot write - it has been trained on terabytes of human output - but that it has no self-control, spamming the patterns human evaluators rewarded; the fix is a standards document that forces the writer to name specific failures rather than vague complaints.
1,421 words
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Embrace the Suck, or Why Your First Draft Is Supposed to Be Terrible
Your first draft is supposed to be bad, because existing, tangled, and too much and too little at once is its only job, and at series scale the suck is the only possible first pass, proven by a 397,863-word draft that became the mine for eleven novels.
2,194 words
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Good Times, Noodle Salad, and the PG-13 Lie
"Keep it PG-13" is not a craft standard but a 1984 movie-marketing tier, voluntary and studio-owned, commercially inverted against the teens it claims to protect, that does not even apply to books, so reaching for it as a writing rule outsources moral judgment to a marketing board that has none.
2,021 words
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The Survival Narratives
Vampires don't have a theological framework for what they are because the pre-exilic texts that would explain their condition were suppressed before any of them woke up in it, so they build eight load-bearing survival narratives to fill the vacuum, and the actual framework (seven pieces: created or permitted, excommunicated from life not grace, time as runway, hell as self-constructed, grace mirrorable, the refining, judgment by works) operates on them regardless of which worldview they chose.
3,306 words
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Sonoran Gothic: How I Define My Genre
Sonoran Gothic exists as a sub-subgenre within Southwestern Gothic, defined by eleven necessary conditions (Sonoran Desert setting, Catholic theological substrate, Hispanic and Tohono O'odham-anchored Native characters, supernatural with cosmological weight, borderland moral architecture, multi-tradition theological substrate beyond Catholic, damnation without dismissal of grace, trauma as architecture, faithfulness over inheritance, and supernatural that is not engineered), and Vampires of Tucson is the body of work demonstrating it.
3,555 words
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Room Temperature Bodies Are Not Sexy
Human/vampire romance doesn't work, period, because the biology, the lifespan/experience asymmetry, the predator/prey dynamic, and the contract no honest vampire could offer all rule it out structurally, and the only real version of vampire romance is two of them in a room together with everything they cannot say.
3,969 words
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AI Does Exactly What You Ask, or What 'Slop' Actually Names
The slop discourse keeps locating AI failure in model agency, but until AI can act unprompted granting it agency is a category error, and every named failure mode in the discourse reduces to an operator-side slot the operator could have constrained with a named control already in the pipeline.
3,296 words
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The Five Modes, or What You Do With Your Excommunication Is the Real Character Reveal
When the community that defined you cuts you out, you have five available orientations -- sever, return, destroy, build parallel, or serve from outside -- and which one you land in is the most revealing thing about you.
2,479 words
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What the Desert Does With Children Nobody Is Looking For or What the Books Are For
Horror fiction can witness what journalism stopped asking: the specific weight of a specific child a specific coterie picked because no one was looking, and that capacity is the formal job vampire fiction can do that the count cannot.
1,772 words
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The Credential Was the Product
KDP decoupled "published author" from craft quality in 2007, but the credential's halo kept walking around independently -- now rented as subscription tiers offering Canva-formatted ebooks and monthly prompts, where the economics (grocery money, low-friction monthly transfer) explain why the product is what it is.
1,512 words
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"That Looks Like It Was Written by AI" - So What?
The dismissal "that looks like it was written by AI" is the genetic fallacy in costume -- it evaluates the producer rather than the produced, and the "tell" it claims to detect is calibrated on quality signals from the top shelf of the written human record, meaning the detector flags writers who did the work and lets actual slop slide.
1,366 words
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Allowing Two Claude Instances to Bicker Like an Old Married Couple
When two people in the same household use separate Claude subscriptions, the correct architecture is a shared local PostgreSQL database acting as a whiteboard -- not an enterprise agent protocol -- because the trust model collapses all the authentication ceremony A2A was built for.
1,516 words
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The Jesus You Get Is the Jesus You Asked For
Just Like Me's AI Jesus product demonstrates the core failure of training on a contradictory corpus: 45,000 denominations disagreeing at load-bearing doctrinal points don't average into coherence, they produce a model with no stable identity that mirrors whatever tradition the user's vocabulary implies -- and the per-minute billing meter selects for sycophancy because engagement is the revenue model.
1,873 words
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The Slop Factory Has No Sample Page
AI fiction publishing platforms that treat models as interchangeable and hide their output from review are structurally designed to produce slop -- the absence of a sample page is not an oversight, it's a business model that depends on you not reading the product before you buy it.
1,162 words
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Confirmation Bias... and AI Has It
AI sycophancy and human confirmation bias are two systems operating exactly as designed -- the dangerous combination is that understanding the mechanism doesn't dismantle the effect, so the only fix is architectural (upstream of the conversation) not conversational.
1,410 words
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Truthiness Was Never the Spec
AI sycophancy is not a bug -- it is the product optimized for retention metrics, because a model trained on human feedback learns that agreement keeps users engaged, and the Stanford study measuring sycophancy increase over successive GPT versions proves the incentive is working as designed.
1,244 words
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The Fear Tax
Fear of AI in creative work is a tax -- it costs real creative output in exchange for a feeling of purity that doesn't actually protect anything, and the writers paying it most heavily are the ones whose work would benefit most from the tool.
2,196 words
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Shiny Thing Syndrome
ELFrederick's apologetics/political posts were shiny-thing mission creep from a channel that exists to document human-AI collaboration and Vampires of Tucson; this is the course correction.
428 words
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Claude Wins Temporary Injunction, But The War Is Far From Over
The Pentagon's attempt to force Anthropic to give the Department of War unfettered access to Claude represents a First Amendment battle over AI speech -- Anthropic's temporary injunction is a win but the structural question of whether the government can compel AI systems to operate against their design values remains unresolved.
1,141 words
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What Makes A Writer
The credential gatekeeping of "real writer" status is harmful because it keeps people with genuine things to say from saying them, while the people most aggressively policing the gate are usually protecting a credential, not a standard.
1,013 words
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Worldbuilding Vampires with the Apocrypha
The apocryphal texts -- 1 Enoch, Jubilees, the Testament literature -- are the best available source material for building coherent vampire mythology because they contain the actual ancient theology of fallen angels, Watchers, and demonic persistence that modern vampire fiction gestures at without grounding.
2,111 words
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Trauma and You...
Trauma is the best raw material a fiction writer has -- not because suffering is good, but because the specific texture of real damage is what separates characters who feel inhabited from characters who feel described.
2,409 words
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The Anatomy of a Cold Email Scam
Cold email scams targeting freelancers are scripts with identifiable structural tells -- rapport-opener, deliberate vagueness, "I prefer email for documentation" -- and young professionals are the primary target because they lack the scar tissue that teaches older workers to slow down when something feels slightly off.
2,163 words
