Journal
Reading on the territory we work in.
A running journal of writing about the questions, fields, and patterns that keep showing up in the work. Adjacent reading, not the findings themselves. For those, see the live causes and the public audit feed.
Recent
20 articles
- ·7 min read·Open-source intelligence
Why the Textbook Definition of OSINT is Dead
Raw access to public data doesn't mean you have intelligence; it means you're drowning in noise. Learn how to shift from manual gathering to AI-curated pipelines that filter out adversarial pollution and deliver verified, source-traced insights.
#OSINT#open source intelligence#AI research#investigative journalism - ·5 min read·Public interest research
Surviving JADEPUFFER: Why Headless Cloud Security is Mandatory
Autonomous AI ransomware encrypts assets before human analysts can read a dashboard alert. Learn how to deploy headless, agentic cloud defenses that isolate threats at machine speed without UI latency.
#cloud security#AI ransomware#JADEPUFFER#headless architecture - ·5 min read·Public interest research
NTSB Docket Blackout: Surviving the Multimodal AI Privacy Trap
The NTSB locked down public dockets after AI reconstructed cockpit audio from spectrograms. Learn how to parse multimodal public records without triggering automated privacy safeguards.
#NTSB#Public Records#AI Ethics#OSINT - ·6 min read·Public interest research
How to verify crash audio when YouTube debunkers fail
Viral creators misinterpret lossy compression as AI generation. Learn to bypass platform labels and use spectral analysis to authenticate cockpit voice recorder evidence.
#forensic audio#ai detection#osint#crash investigations - ·9 min read·Investigative journalism
The Schema Scoop: Why 2024's Best Investigations Were Built, Not Written
Reading lists treat investigations as finished art. The actual breakthrough in 2024 wasn't a new source, but a new data-reconciliation protocol that prevented retractions before publication. Here is the engineering behind the prose.
#investigative journalism#OSINT#data engineering#AI verification - ·7 min read·Artificial intelligence applications
The Interface Trap: Why the Best 2026 AI Apps Have No UI
Founders burn cash on beautiful dashboards while the market pays for invisible utility. Pivot your roadmap from consumer wrappers to operational AI and edge computing to solve actual physical bottlenecks.
#artificial intelligence#edge computing#startup strategy#operational ai - ·5 min read·Investigative journalism
The Prestige Trap: How Awards Hollow Out Investigative Risk
Newsrooms chase trophies while local reporters face lethal threats. We break down how to decouple your media business from the prestige trap and fund actual field risk management.
#investigative journalism#press freedom#media business#risk management - ·6 min read·Artificial intelligence applications
The Synthetic Liquidity Trap: When AI Turns Concrete into Derivatives
AI market-making creates synthetic liquidity that crashes in milliseconds, decoupling financial valuation from physical reality. Researchers must shift from auditing periodic appraisals to monitoring real-time algorithmic cancel rates.
#AI applications#synthetic liquidity#algorithmic trading#tokenized assets - ·5 min read·Blockchain audit trails
The Silent Infrastructure: Solving 2026 Compliance Headaches
Discover how decoupling off-chain data from on-chain cryptographic proofs solves vendor reconciliation. Learn to transition from manual audits to continuous verification.
#blockchain#compliance#audit-trails#data-provenance - ·6 min read·Open-source intelligence
Stop Scraping Changelogs: The Zero-Cost OSINT Stack for 2026 Product Roadmaps
Premium intelligence tools miss supply chain shocks. Build a terminal-first OSINT workflow to map supplier dependencies and validate your product roadmap for free.
#OSINT#Product Management#Supply Chain Risk#Prediction Markets - ·5 min read·Public interest research
The Data-Provenance Trap: Defending AI Filings in 2026
AI hallucination sanctions are not a reading comprehension failure; they are a data-provenance failure. Learn the exact URI-verification protocol to shift your defense from editorial review to cryptographic-style source validation.
#AI hallucinations#Rule 11 sanctions#legal research#data provenance - ·5 min read·Public interest research
The NTSB Locked the Audio Vaults. Build a Shadow CVR.
The NTSB halted public docket access to stop AI-recreated cockpit audio. Here is the exact non-audio protocol to legally reconstruct crash timelines using telemetry.
#NTSB#OSINT#aviation safety#AI evidence - ·6 min read·Public interest research
How to Verify Crash Audio When Spectrograms Lie
Visual checks fail on modern synthetic ATC audio. This guide shows you how to use phase coherence and high-frequency micro-transients to detect deepfakes in crash investigations.
#audio forensics#OSINT#AI verification#crash investigation - ·7 min read·Investigative journalism
Stop Networking: The Real ROI of Investigative Journalism Conferences
Treat investigative journalism conferences as operational bootcamps. Extract closed-door playbooks for digital survival, legal defense, and secure collaboration before your next investigation fails.
#investigative journalism#operational security#FOIA#reporter safety - ·7 min read·Artificial intelligence applications
Death of First Principles: How Surrogate Models Hollow Out R&D
Surrogate models cut engineering simulation time from weeks to milliseconds, but they erase the underlying physics knowledge. Here is how to keep your team sharp.
#engineering ai#surrogate models#applied ml#physics simulation - ·5 min read·Investigative journalism
The Roast and Reveal: Why Journalism Needs a Physical Product
Digital information has zero marginal cost, breaking traditional newsroom economics. Attaching your mission to high-margin physical goods creates a sustainable funding model for high-risk reporting.
#investigative journalism#media economics#physical products#newsroom funding - ·7 min read·Artificial intelligence applications
The Physical AI Delusion: Why 2026's Best Apps Are Hardware Retrofits
Cloud GenAI wrappers are saturated. The real revenue in 2026 comes from bolting vision-guided edge models onto 30-year-old factory conveyors. Learn how to transition to physical AI.
#physical ai#edge ai#hardware retrofits#industrial automation - ·6 min read·Blockchain audit trails
What Are Blockchain Audit Trails? A Founder's Due Diligence Guide
Vendors promise tamper-proof logs but deliver flat files. This guide breaks down how to distinguish marketing-grade blockchain claims from actual cryptographic state anchoring during your next compliance review.
#blockchain#compliance#audit trails#vendor due diligence - ·6 min read·Open-source intelligence
Stop Hoarding Scrapers: The Reality of OSINT Methodology
Beginners confuse open-source intelligence with free software. Learn to separate the discipline from the tools and build a methodology that survives when third-party APIs break.
#OSINT#Investigative Research#Data Methodology#Public Records - ·3 min read·Public interest research
Beyond the Text Mirage: How Investigators Map AI Astroturfing
Agencies detect AI-generated public comments by mapping submission metadata and network clusters. This guide walks through the exact data hygiene and graph-analysis steps to automate regulatory triage.
#public interest research#astroturfing#metadata analysis#regulatory dockets