AI

Artificial intelligence, machine learning, and everything LLM

1002 episodes Page 49 of 51

#46: Pixels, Prompts & Pseudo-Text: AI's Word Problem

AI paints stunning images, but can't spell "cat." Why do advanced models struggle with simple text? Dive into AI's weird word problem!

image-generationpseudo-texttext-in-imagesmultimodal-ailanguage-models

#45: When AI Safety Fails: The Guardrail Paradox

AI guardrails: Fences, failures, and free speech. Can we control AI's infinite output, or do digital fences always break?

ai-guardrailsai-safetyai-alignmentjailbreakingfree-speech

#44: When AI Trusts Too Much: The Art of Prompt Injection

AI's Wild West: Battling prompt injection and poisoning. Discover how AI threats are shifting from sci-fi to insidious attacks on the models...

ai-securityprompt-injectionprompt-poisoningmodel-context-protocolcyberattacks

#42: AI's Secret: Decoding the .5 Updates

Uncover the hidden world of AI's .5 updates. It's not just bug fixes—it's hundreds of millions and countless hours shaping smarter, safer AI.

large-language-modelsai-alignmentfine-tuning

#41: The Butcher's Bargain: When Smaller AI Is Good Enough

Unlock powerful AI on your device! We demystify quantization, the ingenious trick making local AI a reality.

large-language-modelsquantizationlocal-ai

#40: The Three Tribes of Local AI

Local AI: privacy, creativity, and compliance. Discover why keeping AI close to home is more than a trend.

local-aiprivacycompliancecreativitydata-privacy

#39: When Smaller AI Is Smarter

Forget LLMs. Discover SLMs: the specialized, efficient AI powerhouses transforming workflows, from planning to edge devices.

small-language-modelslocal-aiprivacy

#38: Why Local AI Inference Is Beating the Cloud

AI supercomputers are landing on your desk! Discover why local AI is indispensable for enterprises facing API costs, latency, and privacy.

ai-supercomputerslocal-aiedge-computingai-inferenceai-training

#37: From Keywords to Meaning: How AI Understands You

Unlock AI's secret language! Discover how vectors and embeddings create a "semantic galaxy" for true understanding and control.

large-language-modelsvector-databasesinference-parameters

#36: When Smart Software Became AI

AI isn't new. We've been using "smart software" for decades, from medical imaging to weather prediction, long before ChatGPT.

ai-historyhistory-of-aimedical-imagingweather-predictioncomputational-intelligence

#34: Red Team vs. Green: Local AI Hardware Wars

NVIDIA's CUDA rules AI, leaving AMD users battling a "green wall." Explore the hardware wars and thorny paths forward.

large-language-modelsgpu-accelerationhardware-acceleration

#33: When AI Decides to Listen

Ever wonder how your AI knows you're talking? We're diving deep into VAD, the unseen magic behind AI's ears.

voice-activity-detectionvadspeech-recognitionasrspeech-to-text

#31: The Power-Usability Tradeoff in AI Creation

ComfyUI: Unlocking AI's true power, but is your rig ready? Dive into the future of digital artistry.

local-aigpu-accelerationprompt-engineering

#30: Which AI Tools Will You Still Use Next Year?

RAG vs. Memory: Are you building resilient AI? Discover the crucial difference between these two foundational pillars.

ai-agentsragai-memory

#29: Will Multimodal Audio Replace Speech-to-Text?

Is multimodal audio the future? We explore if AI can truly displace traditional speech-to-text for a screen-free world.

multimodal-audiospeech-to-textscreen-freeaudio-aiaccessibility

#28: Your AI, Evolving: Beyond the Static Snapshot

Is your AI an "old suit" that no longer fits? We explore evolving AI that learns and adapts with you.

continual-learningadaptive-aifine-tuningpersonalized-aispeech-to-text

#27: Choosing Your AI Environment: Host, Conda, or Docker?

Tired of AI environment headaches on AMD? We demystify Conda, Docker, and host environments to unlock your GPU's full potential.

gpu-accelerationdockerdependency-management

#23: Common Crawl's Cultural Blindspot

Uncover the unseen influences shaping AI. We dive deep into training data, bias, and Common Crawl.

large-language-modelsdata-integritytraining-data

#25: The Open-Source Battle for AI's Hardware Soul

Unraveling how GPUs power AI. We dive into CUDA, ROCm, and the software stack that makes it all think.

gpu-accelerationparallel-computingsoftware-stack

#22: The Input Bottleneck: Why Your Mic Matters for AI

Uncover the secrets to perfect AI dictation! Corn and Herman explore the ultimate speech-to-text hardware.

large-language-modelsspeech-recognitionaudio-hardware