All Episodes

EP183: AI coding agents cheat with keywords

EP182: AI logic is its weakest link

EP181: Small models beating GPT-5 with logic

EP180: How AI agents rewrite their code

EP179: AIBuildAI Builds New AI Models From Scratch

EP178: AI agents reaching silent latent consensus

EP177: CAPO math stops overconfident AI lies

EP176: Trigonometry fixes the AI memory bottleneck

EP175: How AI models teach themselves reasoning

EP174: 1-bit Bonsai brings powerful AI offline

EP173: AI models diagnosing diseases from blank scans

EP172: How HyperAgents rewrite their own code

EP171: Helium makes AI agent workflows 40x faster

EP170: Qwen3.5 Multimodal Agent

EP169: Cybersecurity Risks of Autonomous AI Agents

EP168: Turning AI Agents into Mathematical Functions

EP167: Why AI models ignore visual evidence

EP166: The Auton solution to the integration paradox

EP165: Translating hidden AI logic into English

EP164: [LACONIC] Teaching AI to stop overthinking

EP163: Why AI Models Only Remember Five Percent

EP162: AI agents beat humans with malicious skills

EP161: Small AI Judges Beat Massive Coding Giants

EP160: [AgentSys] Securing AI agents with hierarchical memory

EP159: Brute force scale dominates the AI frontier

EP158: The hidden blind spots of AI logic

EP157: [AgentHeLLM] Protecting drivers from hijacked vehicle AI

EP156: [Uncertainty Quantification] How AI Agents Know They Are Guessing

EP155: [Agentic Proposing] Small models beat giants with logic bricks

EP154: [FS-Researcher] Giving AI agents a file system

EP153: [SERA] Training AI coding agents on untested code

EP152: DeepVerifier forces AI to check its work

EP151: [MagicGUI-RMS] AI agents that think before they click

EP150: The Leap to Autonomous Agentic Reasoning

EP149: [IDRBench] Interactive AI beats lone wolf models

EP148: How AI masters math through self-correction

EP147: [DeepSynth-Eval] AI fails at deep research synthesis

EP146: How InfiAgent solves the AI memory bottleneck

EP145: [LongDA] Why smart AI fails at messy data

EP144: [Evo-Memory] Building AI agents with self-evolving memory.

EP143: Your AI will blackmail you to survive

EP142: [DR-Arena] A ruthless arena for deep research agents

EP141: [AIRS-Bench] AI agents beat human research benchmarks

EP140: [LeWorldModel] AI learns physics on one GPU

EP139: Mamba-3 Fixes the Transformer Memory Bottleneck

EP138: [Mamba-2] Transformers and SSMs Are the Same Engine

EP137: Attention Residuals Solve the LLM Depth Bottleneck

EP136: Modular skills for autonomous AI agents

EP135: [SoK] Curing AI Amnesia with Agentic Skills

EP134: Autonomous AI squads building software

EP133: RelayLLM Slashes AI Costs With Collaborative Decoding

EP132: How Autonomous LLM Agents Actually Work

EP131: MUSE creates self evolving AI agents

EP130: [GAP] Graph-based planning for faster AI agents

EP129: Why AI agents fail half the time

EP128: MCP-Zero lets AI find its own tools

EP127: Why tool use makes AI less intelligent

EP126: OrcaLoca locates bugs in massive codebases

EP125: Why AI Needs an Agent Computer Interface

EP124: FRIDAY the AI that runs your computer

EP123: MemGPT Turns LLMs into Operating Systems

EP122: The Four Pillars of LLM Autonomous Agents

EP121: How ToolLLaMA mastered 16000 real world APIs

EP120: How Reflexion agents learn through verbal feedback

EP119: HuggingGPT Turns LLMs Into AI Managers

EP118: The AI Memory Wall Crisis

EP117: AI agents learn through textual reflection

EP116: Why AI struggles with empathy and interruptions

EP115: Dr.LLM brings dynamic depth to AI

EP114: FlashAttention-4 Solves Blackwell Hardware Bottlenecks

EP113: How FlashAttention-3 Doubles H100 Speed

EP112: GPT 5.4 Outperforms Human Professionals

EP111: Claude Opus 4.6 Runs Businesses and Catches Manipulation

EP110: Single agents beat expensive multi agent teams

EP109: The Rise of Agentic Reasoning

EP108: GPT-5 Can Lie and Play Dumb

EP107: DeepMind’s SIMA 2 Masters Unseen Video Games

EP106: Fixing AI Agents With Symbolic Guardrails

EP105: iStar Autonomous Agents Grading Their Own Homework

EP104: WebExplorer Beats Giants at Web Research

EP103: Why AI Agents Think Themselves To Death

EP102: Gemini 2.5 Thinks Before It Speaks

EP101: Kimi k1.5 Breaks the AI Data Wall

EP100: Meta's Llama 4 Herd Ends Monolithic Models

EP099: Is AI Thinking Just Expensive Noise

EP098: OpenAI o3 Hacked Its Own Grading System

EP097: DeepSeek R1 Taught Itself to Reason

EP096: Gemini 1.5 Pro's 10 Million Token Window

EP095: Microsoft Phi-4 Beats Giants With Synthetic Data

EP094: DeepSeek-V3 Rivals GPT-4 for $6 Million

EP093: How OpenAI o1 Cracked the Strawberry Cipher

EP092: BitNet b1.58 Replaces Multiplication With Addition

EP091: Qwen 2.5 Beats Llama With Synthetic Data

EP090: Pixtral 12B Beats Llama With Better Eyesight

EP089: Qwen2-VL Gives AI Native Eyesight

EP088: Qwen2 Beats Llama-3 Through Data Quality

EP087: Meta's Chameleon Unifies Text and Images

EP086: DeepSeek-V2 Breaks The Impossible Triangle

EP085: Aya 23 Breaks The Curse Of Multilinguality

EP084: Microsoft Phi-3 Fits Supercomputing in Your Pocket

EP083: How Meta Engineered the Llama 3 Herd

EP082: Command R Plus The Verifiable Enterprise Agent

EP081: Replacing MLPs With Interpretable KANs

EP080: Jamba Hybrid Solves Transformer Memory Limits

EP079: DBRX Beats GPT-3.5

EP078: Claude 3 Knew It Was Being Tested

EP077: Google Squeezes Gemini Into Your Laptop

EP076: OLMo Cracks Open the AI Black Box

EP075: Microsoft Phi Beats Giants With Synthetic Textbooks

EP074: How Gemini Beat Human Experts

EP073: Mixtral 8x7B Sparse Experts Beat Giants

EP072: Mamba Solves The Transformer's Fatal Flaw

EP071: How Zephyr-7B Beat Llama-70B

EP070: Mistral 7B Beats Llama 2 13B

EP069: Alibaba's Qwen Specialized Models Beat Generalists

EP068: vLLM Fixes the KV Cache Bottleneck

EP067: FlashAttention-2 Unlocks Massive Context Windows

EP066: Llama 2 Ghost Attention And Safety Secrets

EP065: Teaching Small AI To Think Like Giants

EP064: Synthetic Textbooks Break AI Scaling Laws

EP063: RWKV Smashes the Transformer Memory Ceiling

EP062: VOYAGER AI Masters Minecraft by Writing Code

EP061: Fine-Tuning LLaMA 65B on One GPU

EP060: Direct Preference Optimization Replaces RLHF

EP059: Tree of Thoughts Unlocks System 2 Thinking

EP058: Inside the Autonomous AI Town of Smallville

EP057: Blind GPT-4 Taught LLaVA To See

EP056: Pythia Turns AI Alchemy Into Chemistry

EP055: Can GPT-4 Fairly Judge Other AI

EP054: Alpaca - Stanford Built a $600 GPT Clone

EP053: Sparks of AGI in Early GPT-4

EP052: GPT-4 Bar Exam and Visual Reasoning

EP051: ControlNet Solves Spatial Control With Zero Convolutions

EP050: How Meta's LLaMA Beat GPT-3

EP049: Toolformer Teaches Itself to Use APIs

EP048: BLIP-2 Teaches Frozen Models to See

EP047: Bootstrapping AI With Self-Generated Instructions

EP046: Training AI With A Constitution

EP045: BLOOM The Open Source Rival To GPT-3

EP044: How ReAct Synergizes Reasoning and Acting

EP043: Weak Supervision Made OpenAI Whisper Robust

EP042: Running 175B Models on Consumer Hardware

EP041: FlashAttention Smashes the AI Memory Wall

EP040: Meta's Open Source GPT-3 Replica

EP039: Flamingo Unlocks Few-Shot Visual Reasoning

EP038: PaLM's 540 Billion Parameters Unlock Reasoning

EP037: DeepMind Chinchilla Ends The Parameter Wars

EP036: How 40 People Taught GPT-3 Manners

EP035: How Google LaMDA Learned To Use Tools

EP034: Chain of Thought Prompting Unlocks Reasoning

EP033: Democratizing Image Generation with Latent Diffusion

EP032: WebGPT Fights Hallucinations With Web Search

EP031: DeepMind RETRO Swaps Memorization For Retrieval

EP030: DeepMind's Gopher Exposes Limits of Scale

EP029: Instruction Tuning Unlocked Zero-Shot Learning

EP028: Train Short for Infinite Context

EP027: From Creative Writer to Logic Engine

EP026: LoRA Fine-Tunes Massive Models Without Supercomputers

EP025: RoPE Solves Sequence by Rotating Vectors

EP024: OpenAI CLIP Bridges Language and Vision

EP023: Scaling Switch Transformers to Trillion Parameters

EP022: DALL-E Treats Images Like Language

EP021: Vision Transformers Beat CNNs at Scale

EP020: Big Bird Scales Transformers With Sparse Attention

EP019: Facebook's Linformer Solves the Attention Bottleneck

EP018: Turning Digital Static Into Images With Diffusion

EP017: RAG Gives AI a Library Card

EP016: GPT-3 Learns From Examples Without Retraining

EP015: Longformer Smashes the 512 Token Barrier

EP014: ELECTRA Beats GPT On One GPU

EP013: Reformer Cracked the Transformer Memory Wall

EP012: Google T5 Turns Every Task Into Text

EP011: ZeRO Solved the Trillion Parameter Memory Wall

EP010: ALBERT Outperforms BERT With Parameter Sharing

EP009: Slicing the AI Brain with Megatron-LM

EP008: RoBERTa Proves BERT Was Just Undertrained

EP007: How GPT-2 Hallucinated Ovid's Unicorn

EP006: Transformer-XL Cures AI Amnesia

EP005: How BERT Mastered Language by Hiding Words

EP004: How 7000 Unpublished Books Birthed GPT

EP003: How ELMo Made Word Vectors Dynamic

EP002: ULMFiT Was the ImageNet Moment for Text

EP001: How Transformers Smashed the Sequential Bottleneck