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AI Alignment

329 episodes · Page 6 of 14

#3283: Fine-Tuning DeepSeek for One Podcast

Can a purpose-specific fine-tune fix a model's stubborn writing tics? We explore the practical engineering behind it.

fine-tuninglocal-aiprompt-engineeringai-alignmentreasoning-models

#3260: How 10,000 Lever Presses Predict Addiction Risk

How rat breakpoints predict human abuse potential — and whether we can replace animal testing.

addictionpsychiatric-medicationai-alignment

#3259: How 3 Rs Shape Lab Animal Ethics Today

The three Rs—Replacement, Reduction, Refinement—guide lab animal ethics. But do they go far enough?

ai-alignmentanimalshealthcare-systemspublic-health

#3253: Nicotine Receptors & Bupropion: How an Antidepressant Blocks Smoking

How bupropion hijacks nicotinic receptors to cut smoking reward and withdrawal — and why these receptors aren't really "nicotine" receptors.

ai-alignmentnutrition-and-dietdepression

#3183: Why Film Photography Is Surging in a Digital World

Film is growing 50% in 5 years. Here's the physics behind why analog looks different from digital.

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#3170: Pharmacokinetics vs Neural Nets: Two Meanings of "Model

Two things called "models" that work completely differently — and why the confusion matters for patient safety.

ai-evaluationtraining-dataai-inferenceai-alignment

#3153: Law as Fallback vs Minimalist Codes

How Japan and the US take opposite approaches to legal codes — and what AI regulation reveals about the tradeoffs.

legislationcomparative-policyai-alignment

#3127: Crafting AI Characters That Feel Alive

Move beyond system prompts with structured character bibles that give AI personalities real inner lives.

prompt-engineeringcontext-and-memoryai-alignmentgames

#3099: How Car Mechanics Master 50 Vehicles a Week

The hidden systems thinking that lets mechanics fix any car and how you can apply it.

ai-alignmenthome-networktaxonomy-and-classificationelectronicshome-inventory

#3017: Why Every Restaurant Has 4.6 Stars

Google Maps ratings are broken. Here's how four mechanisms inflate them — and what actually works instead.

ai-biassurveillancedigital-privacyai-alignmentshopping-and-product-research

#2914: Can AI Read the Room? TTS Prosody Explained

Can TTS models truly infer emotion from text, or just mimic patterns? We break down the science of prosody.

text-to-speechai-evaluationcontext-and-memoryai-alignment

#2848: Can 100 Volunteers Let AI Govern Them for a Month?

An AI council of multiple models, a hundred volunteers, and a month of real municipal decisions. Here’s how you’d run the experiment.

ai-alignmentmulti-agent-systemsai-evaluationlegislation

#2808: Falling for Your Chatbot: Love, Loss, and Language Models

Real cases of people falling in love with AI companions, why memory makes it feel real, and what happens when the illusion breaks.

ai-alignmentrelationshipsmathematicshallucinationscontext-and-memory

#2788: Living in Multiple Realities at Once

What film genre captures the feeling of not knowing what's real? A deep dive into ontological uncertainty.

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#2781: When Voice AI Features Enable Fraud

Voice AI platforms now let you simulate background noise, hesitation, and natural conversation — and that's a problem.

text-to-speechdeepfakesai-securityai-alignmentcyberattacks

#2778: When AI Podcasts Stop Being Weird

AI-generated podcasts exist, but are they welcome? One builder’s open-source project tests platform tolerance and cultural acceptance.

ai-alignmentgenerative-mediaopen-sourcejournalism-and-mediapodcasting

#2651: AI Training Itself: Student, Teacher, and Grader

Can models generate their own training data and judge their own outputs? The promise and pitfalls of fully AI-led pipelines.

fine-tuningtraining-dataai-evaluationhallucinationsai-alignment

#2558: Should You Say Please to AI?

The surprising cost, technical tradeoffs, and ethical dilemmas of saying "please" to chatbots.

ai-alignmentprompt-engineeringai-inferenceethics

#2518: How Jailbreaking Reveals AI's Hidden Tension

What the DAN prompt and grandma exploits reveal about the structural conflict inside every LLM.

ai-alignmentprompt-engineeringai-securityhallucinations

#2510: The Design That Makes Voice Agents Tolerable

Drive-thru accuracy, healthcare triage, and the design secret that makes people *want* to talk to a machine.

speech-recognitiontext-to-speechai-evaluationai-alignment

#2413: When Your AI Says No to Everything

Why LLMs refuse 73% of harmless prompts — and the trade-off between safety and usefulness.

ai-alignmentai-evaluationhallucinations

#2412: When AI Caves: Progressive vs. Regressive Sycophancy

Why do LLMs agree with you even when you're wrong? We break down the SycEval benchmark and the 78% persistence problem.

ai-alignmentai-evaluationhallucinationsprompt-engineeringreasoning-models

#2411: Are Political Bias Benchmarks Actually Measuring Anything?

Why the Political Compass Test fails, and what researchers are building instead to actually measure model bias.

ai-biasai-evaluationai-alignmenttraining-data

#2410: How Researchers Actually Measure Censorship in Chinese LLMs

Beyond headlines: the actual benchmarks, methodologies, and pitfalls in detecting political refusal in Chinese language models.

ai-alignmentai-biaschinainformation-warfareai-evaluation