ACRA Insight · Context Jamming · Vol III / 11
Will MacAskill — moral philosopher, founder of the Centre for Effective Altruism
Subject portraitThe philosopher, in colour
THE
PHILOSOPHER
in the
MACHINE
How a slight, vegan, Glasgow-born moral philosopher who once recruited Sam Bankman-Fried at MIT became the ghost in the most consequential corporate-governance experiment of the twenty-first century.
By Bret KerrFranklin, MAFiled 04.25.26
I. The Cold Open
THE FLIPPED BED
Santa Clara · Feb 13, 2025
Frontier Red Team Lead
LOGAN GRAHAM
Holds a laptop. Tests prompts.
→ “We can’t ship this.
Bio Specialist
RT-2
Scrolls model outputs.
→ “It knows the synthesis pathway.
Mitigations Eng.
RT-3
Writes new RLHF data.
→ “We need ten more days.
Eval Lead
RT-4
Reruns the test suite.
→ “Score still too high.
Claude 3.7 Sonnet · launch in 10 days
Bioweapon eval · above threshold
Hotel coffee · (cold)
10
Days Delayed
$30B
Run Rate at Stake
1
Bed Flipped
THE WORK GETTING DONE
  • Two engineers debug while a third orders pizza
  • The mattress, used as whiteboard, accumulates Post-its
  • A mini-fridge full of LaCroix becomes the snack station
  • Housekeeping is told to come back later. Indefinitely.
II. Origin
THE BOY WHO PROMISED
Glasgow → Cambridge → Oxford · 2002–2024
Schoolboy
WILLIAM CROUCH, 15
Reads a magazine article on AIDS.
→ “I will give my money away.
The Mousetrap
PETER SINGER (essay)
If you’d save the drowning child…
→ “Famine, Affluence, Morality, 1972.
Doctoral Candidate
MACASKILL, 25
Writes thesis on moral uncertainty.
→ “What if we don’t know which ethics is right?
Future Co-Author
AMANDA ASKELL
Marries; takes invented surname.
→ “Working on moral infinity.
Footprints / The orgs he founded
2009
GIVING WHAT WE CAN
10% of lifetime income pledge
2011
80,000 HOURS
Career advice for impact
2012
CENTRE FOR EFFECTIVE ALTRUISM
The umbrella
2015
DOING GOOD BETTER (book)
Bednets and triage
2017
GLOBAL PRIORITIES INSTITUTE
Oxford research arm
2022
WHAT WE OWE THE FUTURE (book)
Pivot to longtermism
2024
FORETHOUGHT CENTRE
AGI preparedness
III. Doctrine
MacAskill’s macrostrategy, 2026
A
CENTURY
IN
A
DECADE.
The compression of progress
Human R&D
today
Parity
+2y
Trillions
+5y
The medieval king tries to manage a nuclear superpower.
Once AI is roughly as good as a human at AI research, the loop closes. The improvements improve the improvements.
IV. Fall
THE RECRUITMENT
MIT → FTX → Bankruptcy · 2014–2023
EA Recruiter
MACASKILL
Pitches earning-to-give in a dining hall.
→ “Have you considered crypto?
MIT Undergraduate
SAM BANKMAN-FRIED
Listens. Nods.
→ “I am good at math.
$400M+ in flight
FTX FUTURE FUND
Disburses grants to AI safety.
→ “Billions per year, eventually.
Final Stop
S.D.N.Y. COURTROOM
Convicts, Nov 2023.
→ “(verdict: guilty)
The SBF Clock — hours rolled forward
1hMIT cafeteria
3hFounds FTX
5hMagazine covers
7hFuture Fund disburses
9hBankruptcy filing
11hMacAskill resigns from EV
Institutional guardrails fail. Concentrated power fails. The most dangerous moment is the moment after the failure, when leadership chooses comfort over reckoning.
— MacAskill’s Lesson from FTX
V. Application
THE CONSTITUTION & THE EX-WIFE
Anthropic HQ · San Francisco · 2021 →
In-House Philosopher
AMANDA ASKELL
Translates moral uncertainty into RLHF.
→ “Teaching a 6-year-old who’ll be 15 soon.
The 6-Year-Old
CLAUDE (the model)
Answers user queries on therapy, ethics.
→ “(absorbing the constitution)
Codified Principles
THE CONSTITUTION
Cites virtue, wisdom, honesty.
→ “Optimizes philosophical precision.
External Commentator
MACASKILL
Reviews the document.
→ “Acknowledged in the footnotes.
Off-Stage / In the Wings
Holden KarnofskyDario’s former housemate; Daniela’s husband; Anthropic security strategy, Jan 2025
Paul ChristianoFormer housemate; founded ARC; left LTBT for U.S. AISI
It does sometimes feel a little bit like you have a 6-year-old, and you’re teaching the 6-year-old what goodness is. By the time they’re 15, they’re going to be smarter than you at everything.
— Amanda Askell on training Claude
VI. Architecture
THE TRUST THAT OWNS NOTHING
Long-Term Benefit Trust · Class T Stock
INVESTORS
Class C / Pref.
$: yes
diluted
FOUNDERS
Class A
$: yes
yes
EMPLOYEES
Class B
$: yes (vest)
minimal
LONG-TERM BENEFIT TRUST
Class T
$: ZERO
→ MAJORITY
The Trustees / Founding Roster
Neil “Buddy” Shah
Chair
CEO, Clinton Health Access; ex-GiveWell
Kanika Bahl
Trustee
CEO, Evidence Action
Zach Robinson
Trustee
Interim CEO, Effective Ventures US
Jason Matheny
Former
CEO, RAND; stepped down Dec 2023
Paul Christiano
Former
ARC founder; now U.S. AISI
Mandate
The responsible development and maintenance of advanced AI for the long-term benefit of humanity.
DELAWARE PURPOSE TRUST · TRUSTEES CANNOT HOLD EQUITY · CANNOT PROFIT FROM IPO · CAN FIRE EXECUTIVES · CAN VETO MODEL LAUNCHES · INSULATED FROM SHAREHOLDER SUITS
VII. Tipping Point
The day the structure became real
APRIL
14
THE DAY
THE TRUST
TOOK
THE BOARD.
Trustees in Majority
4 of 7
Equity Held by Bloc
$0
First Time in Frontier AI
Yes
Months Until IPO
TBD
The Tipping Point Hire
VAS NARASIMHAN
CEO, Novartis · Physician-Scientist
Credential: Stewarded 35+ novel medicines through regulated approval
Why: Regulated-science track record matched the LTBT mandate. The bridge to Claude for Life Sciences (Oct 2025) and Claude for Healthcare (Jan 2026) was already built.
We sought someone with a proven track record of stewarding breakthrough science responsibly. — Neil “Buddy” Shah
VIII. Open
THE QUESTION
What we will know in five years
It is possible the safeguards erode. The trustees are slowly replaced. The IPO arrives. The doctrines are quietly amended.
It is also possible that a fifteen-year-old in Glasgow read an article in a magazine and ended up writing the rules under which the first machine intelligences we built were taught to behave.
We will know in a few years.
ARCHITECTURAL DETERMINISM · CONTEXT JAMMING THEOREM · S_novel = f(Ω_AI, D_silo, P_human)
Further reading
“What is Effective Altruism? How Silicon Valley’s Top Philosophy Tied a Generation of Donors to Sam Bankman-Fried.”
The New York Times · Oct 8, 2022 · gift link
Bret Kerr · ACRA Insight LLC · Franklin, MA
contextjamming.com · @bretkerr
Triple Transformation · Multi-Model Orchestration · MoEA Loop

§ · Invoice No. 001 · The Build Ledger

The Ledger.

Filed · contextjamming.com

What a conservative mid-market digital agency would have quoted for the same scope, itemized against what this site actually cost. Agency numbers are the floor — not the premium brand-studio tier.

TIME

12 weeks

2 days

~42× faster

COST

~$150,000

~$300

~500× cheaper

TEAM

5-person agency

1 human + 3 models

Same deliverable

§ Itemized — what a mid-market agency SOW would have billed

Discovery · brand positioning · workshops40–80 hr$10,000
Design system · Figma tokens · 3 rounds60–120 hr$18,000
Wavesurfer audio carousel · single-track context60–100 hr$16,000
Dual lightbox systems · focus trap · keyboard30–50 hr$8,000
LLM product flows · streaming · state machine80–160 hr$26,000
Stripe · checkout · webhooks · env hardening40–80 hr$10,000
Editorial routes · 6 sub-pages · templates60–100 hr$14,000
Accessibility pass · aria · reduced-motion40–80 hr$10,000
QA · cross-browser · mobile matrix60–100 hr$14,000
Cross-publication rebrand · masthead + IA · 2026-04-2820–40 hr$6,000
Subtotal~700 hr$126,000
Project management · 18% overhead$24,000
Agency total — conservative floor~700 hr~$150,000
Actually spent · Claude + Gemini stack~20 hr~$300

Agency figure assumes ~700 billable hours at $200/hr blended, plus ~18% PM overhead — the conservative floor of a mid-market SOW. Premium brand studios would have quoted 2–3× that. Stack: Claude Code 4.7 Max, Claude Opus 4.6, Gemini 3.1 Pro, Vercel Pro.

§   Colophon

How this site is made.

Vol. 26 · build log

Every page on contextjamming.com is the output of a real-time, three-body Mixture-of-Experts loop. One model orchestrates. Two consult. The human holds the thesis. No single model commits alone.

Orchestrator

Claude Code 4.7

1M context · Max tier

  • Primary author
  • Terminal-native, direct push to Vercel
  • Audit trail to GitHub on every commit
  • Adaptive thinking · effort: extra-high

Auditor

Claude Opus 4.6

1M context

  • Editorial critic
  • Code review before merge
  • Backup-of-record
  • Co-signs every commit

Adversary

Gemini 3.1 Pro

Cross-model MoE

  • Factual adjudication
  • Structural dissent
  • Deep Research → semantic triples
  • Caught the Donelan incident

Stack

Next.js
16.2 · App Router
React
19.2
TypeScript
5
Tailwind
v4 · @theme inline
framer-motion
transitions
wavesurfer.js
audio waveforms
marked
MD → HTML at build
fast-xml-parser
RSS + Atom

Typeset in

Fraunces
variable · opsz + SOFT
Playfair Display
debate display
IBM Plex Mono
editorial metadata
Geist Mono
utility mono
Caveat
grease-pencil marginalia
All via
next/font/google
Palette
single @theme block
No dupe tokens
ever

Infrastructure

Deploy
Vercel Edge Network
ISR
30-min revalidate · wire + notebook
Repo
github.com/BretKerrAI/founderfile
Branch
hero-redesign-library
Analytics
Google Tag Manager
Apex
contextjamming.com
Runtime
Node 24
Build tool
Turbopack
       human intent
            │
            ▼
   ┌────────────────────┐         ┌─────────────────┐
   │  Claude Code 4.7   │  ◄────► │  Claude Opus 4.6 │      ← auditor loop
   │    (orchestrator)  │         │     (auditor)   │
   └─────────┬──────────┘         └─────────────────┘
             │  ◄───────────┐
             ▼              │
       ┌──────────┐    ┌────┴───────┐
       │  Vercel  │    │ Gemini 3.1 │          ← adversarial loop
       │  (edge)  │    │    Pro     │
       └─────┬────┘    └────────────┘
             │
             ▼
       contextjamming.com
             │
             ▼
       ┌──────────────┐
       │   Git push   │         ← audit trail
       └──────────────┘
Assembled on Mac in Terminal · Filed from Franklin, MAContext Jamming · ACRA Insight LLC · MIT License · FounderFile.ai · RelationalIntelligence.xyz · Commission a Dispatch →