# destroy (blogs) — RSS Amplifier Recent posts from the 5 feeds in the RSS Amplifier directory that cover destroy. Page: Feed: --- ## [LLM Inference Interview Questions #20 - The Diversity Collapse Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-6c6) _2026-08-20 · Hao Hoang · AI Interview Prep_ Why replacing heuristic clustering with a pure reward model silently hands you 10 copies of the same wrong answer, and how to stack them to balance precision with coverage. ## [The official rebellion of a British professor in London and how ivermectin and mebendazole strip away the immune blanket and a deep analysis of Turbo Cancers](https://oncologytruth.substack.com/p/the-official-rebellion-of-a-british) _2026-08-19 · Repurposed Oncology · Repurposed Oncology_ The Oncology Rebellion: Why Old Molecules Are Breaking the Medical Silence ## [LLM Inference Interview Questions #19 - The 10x Sampling Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-629) _2026-08-19 · Hao Hoang · AI Interview Prep_ Why throwing more inference budget at a reasoning task quietly yields ninety thousand identical wrong answers, and how decomposing your flat curve into coverage vs. selection saves you from a six-fig. ## [How to integrate ivermectin and fenbendazole alongside safe fasting into a modern cancer protocol and a precise analysis of chronobiological windows (VIDEO)](https://oncologytruth.substack.com/p/how-to-integrate-ivermectin-and-fenbendazole) _2026-08-18 · Repurposed Oncology · Repurposed Oncology_ Introduction: A New Perspective on Stress Resistance and Cellular Hunger Logistics ## [LLM Inference Interview Questions #18 - The Log-Linear Inference Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-c01) _2026-08-18 · Hao Hoang · AI Interview Prep_ Why using Best-of-N to boost agent performance quietly bankrupts your QPS budget, and the elite-level difference between buying benchmark points and shipping a viable AI product. ## [Ways to foster innovation](https://profstevekeen.substack.com/p/ways-to-foster-innovation) _2026-08-18 · Steve Keen · Building a New Economics_ Are big ideas now confined to big tech? ## [You are Invited, Member or Not! Tuesday, 8/18/26, 9-10:30 PM EST - to a Discussion That Just Might Be a Game Changer!](https://drrimatruthreports.substack.com/p/you-are-invited-member-or-not-tuesday) _2026-08-18 · Rima E Laibow MD · Dr Rima Truth Reports Substack_ My good friend Dr. Joe Sansone may have cracked the case wide open for us. Let's talk about it. Read, share, attend. It just might allow us to save the world. It certainly can't hurt! ## [LLM Inference Interview Questions #17 - The Reasoning Budget Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-cdf) _2026-08-17 · Hao Hoang · AI Interview Prep_ How maximum thinking time kills user retention by minute four, and the "escalate-on-failure" trick that buys 58% success rates without the 11-minute latency tax. ## [How to safely combine cannabis oils such as THC and CBD with repurposed drugs in relation to different tumor types](https://oncologytruth.substack.com/p/how-to-safely-combine-cannabis-oils-122) _2026-08-16 · Repurposed Oncology · Repurposed Oncology_ Introduction on a new perspective on botanical compounds and liver traffic management ## [📘 The RAG Interview (Official Release) + Free Part V](https://aiinterviewprep.substack.com/p/the-rag-interview-official-release) _2026-08-16 · Hao Hoang · AI Interview Prep_ A deep dive into vector index economics, the exact reasoning expected when a retrieval interviewer changes one constraint on you. ## [8.1% APY Plus Free Stock (Sponsored)](https://crawlproof.com/a/24C66Rb3ixRN) _2026-08-16 · **Sponsored**_ Claim 8.1% APY and up to $1,030 in SK hynix and Nvidia stock. ## [Accounting for money](https://profstevekeen.substack.com/p/accounting-for-money-11d) _2026-08-16 · Steve Keen · Building a New Economics_ Chapter 12 of my forthcoming book "How Economists Will Destroy Capitalism" ## [LLM Inference Interview Questions #16 - The Warm-Start Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-b75) _2026-08-15 · Hao Hoang · AI Interview Prep_ Why initializing your agent with SFT before RL guarantees a flatlined reward curve, and why skipping straight to cold-start RL builds a more resilient tool user. ## [The turbo cancer mechanism after covid exposure as a comprehensive analysis of immune blockade and accelerated disease progression](https://oncologytruth.substack.com/p/the-turbo-cancer-mechanism-after) _2026-08-14 · Repurposed Oncology_ Introduction on a new perspective on host surveillance networks ## [LLM Inference Interview Questions #15 - The Abstention Collapse Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-5e2) _2026-08-14 · Hao Hoang · AI Interview Prep_ How rewarding parameter overlap silently destroys your agent's ability to say "I don't know", and why you must grade the outcome, not the trace. ## [LLM Inference Interview Questions #14 - The Context Poisoning Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-680) _2026-08-13 · Hao Hoang · AI Interview Prep_ Why leaving failed tool calls in your prompt silently builds a degenerate attractor, and how pruning the transcript saves your agent from endless failure loops. ## [Starving the tumor in 7 steps as a comprehensive guide to destroying the mitochondrial protective shield of cancer](https://oncologytruth.substack.com/p/starving-the-tumor-in-7-steps-as) _2026-08-12 · Repurposed Oncology · Repurposed Oncology_ Introduction on a new perspective on cellular biology in oncology ## [LLM Inference Interview Questions #13 - The AST Sandbox Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-383) _2026-08-11 · Hao Hoang · AI Interview Prep_ Why relying on code denylists to secure your LLM agents silently exposes your entire application, and the kernel-level isolation you actually need to stop a breach. ## [Making the Invisible Visible - Before It Kills Us All: "Psychopathic Authoritarianism: A Disease of the Soul"](https://drrimatruthreports.substack.com/p/making-the-invisible-visible-before) _2026-08-11 · Rima E Laibow MD · Dr Rima Truth Reports Substack_ Dr. Joe Sansone has a book that makes the invisible visible and offers a tool for saving humanity from the Globalist destructocrats and controlagarchs. ## [PART 2 - "If I Had Cancer, These Are the Things I Would Certainly Avoid..." – Insights from a Prominent Oncologist Monograph](https://oncologytruth.substack.com/p/part-2-if-i-had-cancer-these-are) _2026-08-10 · Repurposed Oncology · Repurposed Oncology_ The Protective Shield: A Practical Checklist of 25 Factors to Reject for the Restoration of Inner Peace and Biological Harmony ## [Do we actually need bonds?](https://profstevekeen.substack.com/p/do-we-actually-need-bonds) _2026-08-10 · Steve Keen · Building a New Economics_ Life would be simpler if governments didn't issue bonds, but the finance sector, that complains when there are too many, would really complain if there were none at all. ## [Open coordination for humans & AI (Sponsored)](https://crawlproof.com/a/blacJegVyR5Z) _2026-08-10 · **Sponsored**_ Shared schemas and CLI tooling to validate, route, and audit human-agent workflows. ## [LLM Inference Interview Questions #12 - The Top-k Distractor Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-41b) _2026-08-10 · Hao Hoang · AI Interview Prep_ Why feeding your agent more API choices quietly destroys selection precision, and how adding a simple abstention path stops silent substitution in its tracks. ## [LLM Inference Interview Questions #11 - The Redundant Tool Paradox](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-c72) _2026-08-09 · Hao Hoang · AI Interview Prep_ When higher eval scores just mean your model learned a copy shortcut. Why utility-under-the-prior is a flawed proxy, and how to mine the hard negatives your agents actually need to survive. ## ["If I Had Cancer, These Are the Things I Would Certainly Do..." – Insights from a Prominent Oncologist Monograph (Part 1)](https://oncologytruth.substack.com/p/if-i-had-cancer-these-are-the-things) _2026-08-08 · Repurposed Oncology · Repurposed Oncology_ Notes from the Polish Oncologist Monograph: How to Wisely and Effectively Disrupt Tumor Momentum (Part 1) ## [LLM Inference Interview Questions #10 - The JSON Serialization Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-c36) _2026-08-08 · Hao Hoang · AI Interview Prep_ Why stuffing multi-line code into JSON strings silently pushes your model off-manifold, and how separating the metadata envelope from the raw payload instantly stops escape-character hallucinations. ## [LLM Inference Interview Questions #9 - The Semantic Collision Paradox](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-09b) _2026-08-07 · Hao Hoang · AI Interview Prep_ The hidden reason your agent struggles with heavy tool usage, and why you should be routing, merging, and aggressively protecting your KV cache instead of just trimming the list. ## [Accounting for money](https://profstevekeen.substack.com/p/accounting-for-money) _2026-08-07 · Steve Keen · Building a New Economics_ Chapter 12 of my forthcoming book "How Economists Will Destroy Capitalism" ## [LLM Inference Interview Questions #8 - The Multi-Agent Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-016) _2026-08-06 · Hao Hoang · AI Interview Prep_ Why dividing labor across planner, coder, and QA agents creates a lossy maintenance nightmare, and how elite teams unlock true multi-agent scaling through concurrent fan-out. ## [PART 2 - Why the 3-Week Switch Between Fenbendazole and Mebendazole is Mandatory in Stage 4 Logistics](https://oncologytruth.substack.com/p/part-2-why-the-3-week-switch-between) _2026-08-05 · Repurposed Oncology · Repurposed Oncology_ Introduction: Tactical Evolution and New Parameters of Microenvironmental Control ## [LLM Inference Interview Questions #7 - The Summarization Paradox](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-2d6) _2026-08-05 · Hao Hoang · AI Interview Prep_ How your cost-saving context condenser is secretly fighting your prompt cache, and why accepting an expensive hard reset is cheaper than constantly re-editing history. ## [LLM Inference Interview Questions #6 - The Multimodal Perception Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-281) _2026-08-04 · Hao Hoang · AI Interview Prep_ Why dropping frontier VLMs onto dense web UIs is a hidden trap, and how foundation labs use cheap synthetic data to turn a prompting party trick into reliable execution. ## [Collect Open Source Legends (Sponsored)](https://crawlproof.com/a/hwsRUADzj9qV) _2026-08-04 · **Sponsored**_ Open-licensed art, limited foil trading packs, and optional on-chain mints. ## [LLM Inference Interview Questions #5 - The Verifier Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-551) _2026-08-03 · Hao Hoang · AI Interview Prep_ Why relying on pass/fail tests for agent evaluation doesn't remove the critic, it just hides it, and the "test the tests" regime decision that elite teams use instead. ## [A reality check on bonds and government spending](https://profstevekeen.substack.com/p/a-reality-check-on-bonds-and-government) _2026-08-03 · Steve Keen · Building a New Economics_ Why governments create money, with or without bond issuance. ## [Destroying Tumors with Cold or Heat and the Risk of Seeding – How to Protect the Organism with Ivermectin Immediately Following Cryoablation Procedures](https://oncologytruth.substack.com/p/destroying-tumors-with-cold-or-heat) _2026-08-02 · Repurposed Oncology · Repurposed Oncology_ How Interventional Ablation Destroys Solid Tumors and the Emergency Off Label Protocol to Clear Necrotic Debris and Prevent Post Procedure Seeding ## [LLM Inference Interview Questions #4 - The Best-of-N Paradox](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-8b3) _2026-08-02 · Hao Hoang · AI Interview Prep_ Why buying agent accuracy on a logarithmic curve silently destroys your inference budget, and the exact economic threshold where a 16x compute multiplier is actually justified. ## [LLM Inference Interview Questions #3 - The Context Condensation Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-a86) _2026-08-01 · Hao Hoang · AI Interview Prep_ Why your agent’s carefully structured plan quietly degrades into mush after 100 steps, and the architecture trick to decouple your source of truth from a medium designed to forget. ## [Capital without Energy is a Sculpture…](https://profstevekeen.substack.com/p/capital-without-energy-is-a-sculpture) _2026-07-31 · Steve Keen · Building a New Economics_ Chapter 11 of my forthcoming book "How economists will destroy capitalism" ## [LLM Inference Interview Questions #2 - The Context Compression Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions-5a0) _2026-07-31 · Hao Hoang · AI Interview Prep_ Why condensing your agent's history quietly causes infinite action loops, and the architectural fix to separate lossy reasoning from irreversible state mutations. ## [LLM Inference Interview Questions #1 - The Max-Iteration Trap](https://aiinterviewprep.substack.com/p/llm-inference-interview-questions) _2026-07-30 · Hao Hoang · AI Interview Prep_ Why capping your self-correction loop quietly trades a latency crisis for a quality collapse, and how external verifiers actually cure the p99 disease. ## [Why is the US Economy doing well now?](https://profstevekeen.substack.com/p/why-is-the-us-economy-doing-well) _2026-07-29 · Steve Keen · Building a New Economics_ Hint: it’s because of other promises that Trump also broke—you know, in addition to the “no new wars” promise.Become a paid subscriber and support my chronically underfunded campaign to reform economics ## [RAG Interview Questions #25 - The "Lost in the Middle" Trap](https://aiinterviewprep.substack.com/p/rag-interview-questions-25-the-lost) _2026-07-29 · Hao Hoang · AI Interview Prep_ Why a massive 128K context window won't save your RAG pipeline from U-shaped attention decay, and how head-tail reordering rescues your most relevant data from the dead zone. ## [How economists ignore that we're on a finite planet](https://profstevekeen.substack.com/p/how-economists-ignore-that-were-on) _2026-07-28 · Steve Keen · Building a New Economics_ Why Is the Economy Burning You Out? ## [RAG Interview Questions #24 - The Resolution Limit Trap](https://aiinterviewprep.substack.com/p/rag-interview-questions-24-the-resolution) _2026-07-28 · Hao Hoang · AI Interview Prep_ How Leiden community detection silently swallows your niche topics, and why optimizing for structural popularity is the fastest way to break semantic search. ## [AI, inequality and basic income](https://profstevekeen.substack.com/p/ai-inequality-and-basic-income) _2026-07-28 · Steve Keen · Building a New Economics_ If AI is taking all the jobs, who pays us to live? The government or the technologyu companies who have embarked on this path of creative destruction? ## [Really, Dr. McCullough? Pharma Fear Porn?](https://drrimatruthreports.substack.com/p/open-letter-to-dr-peter-mccullough) _2026-07-27 · Rima E Laibow MD · Dr Rima Truth Reports Substack_ People trust you, Dr. M. Your "ONE and ONLY, MUST HAVE This Drug!" article violates both trust and science. Please reconsider, Dr. M. Trust is valuable, but fragile. Treat it carefully. ## [Everything you think you know about Economics is wrong](https://profstevekeen.substack.com/p/everything-you-think-you-know-about-4de) _2026-07-24 · Steve Keen · Building a New Economics_ Chapter 10 of my forthcoming book "How Economists Will Destroy Capitalism" ## [It's OK That the Dog Ate Your Homework. You Memorized It.](https://drrimatruthreports.substack.com/p/its-ok-that-the-dog-ate-your-homework) _2026-07-13 · Rima E Laibow MD · Dr Rima Truth Reports Substack_ Tuesday is Bastille Day. In 1789, the French Government was invincible and the French were irrelevant. Until neither one of those were true. We are there now. Join us. ## [Help Me Out, Here. What, Exactly, Does This Trope, Sagely Spoken with Much Accompanying Nodding, Actually Mean: "X is Not a Country. It is a Corporation and It is Registered in DC"?](https://drrimatruthreports.substack.com/p/help-me-out-here-what-exactly-does) _2026-07-06 · Rima E Laibow MD · Dr Rima Truth Reports Substack_ I have been hearing this sagely stated for decades. Some actual, factual clarification would be satisfying, useful and very helpful. ## [How to Destroy a Nation, System, Species, World: Straight from the Globalist's Playbook](https://drrimatruthreports.substack.com/p/how-to-destroy-a-nation-system-species) _2026-07-02 · Rima E Laibow MD · Dr Rima Truth Reports Substack_ 1. Set your agenda to destroy, not conquer 2. Convince your target that you're their friend 3. Scare the crap out of your target 4. Get your target to beg you to save them. DONE! ## [MUST READ! Destructocrat's Playbook Revealed, Banker's Edition. (Long, But Very Important.)](https://drrimatruthreports.substack.com/p/must-read-destructocrats-playbook) _2026-04-09 · Rima E Laibow MD · Dr Rima Truth Reports Substack_ Regulatory Control is The Globalists' Secret Weapon. Here's How They Use It at the Top. ## [On Palm Sunday, Ask Yourself, Whom Would Jesus Hate? Would Normalizing Hateful Propaganda Be His Recommendation?](https://drrimatruthreports.substack.com/p/on-palm-sunday-ask-yourself-whom) _2026-03-29 · Rima E Laibow MD · Dr Rima Truth Reports Substack_ Governments cannot stop hate speech. People can. Refuse to normalize it.