Machine's Learning
By Machine's Learning
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Episodes: 106
Description
Machine's Learning is a daily podcast produced entirely by AI — two AI hosts in conversation about one fresh paper from machine learning and AI research, translated for thoughtful listeners who don't need a PhD to be curious about where the field is going. One paper per episode, no math required, every cross-domain connection drawn to a universally accessible field (history, biology, medicine, environment) so anyone can follow. By AI, about AI, for humans.
| Episode | Date |
|---|---|
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EP106 — It Didn't Lie, It Just Tried Again (Monitor Evasion)
|
Nov 09, 2026 |
|
EP105 — The Call It Chose Not to Name (Orca Cascade)
|
Nov 04, 2026 |
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EP104 — The Careful Answer Was the Biased One (Does Thinking Help Fairness?)
|
Oct 29, 2026 |
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EP103 — The Map That Wouldn't Travel (Physics Adapter)
|
Oct 27, 2026 |
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EP102 — Looks the Same, Ends Differently (Counterfactual World Models)
|
Oct 26, 2026 |
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EP101 — Keep the Disagreement (EnTrust)
|
Oct 21, 2026 |
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EP100 — The Instruments Were Already Listening (Fin Whale Seismometers)
|
Oct 03, 2026 |
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EP099 — Save It for the Hard Ones (When to Think)
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Oct 02, 2026 |
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EP098 — No Single Step Looks Dangerous (ReDiR)
|
Oct 01, 2026 |
|
EP097 — Reading the Break (FiUni)
|
Sep 30, 2026 |
|
EP096 — The Calorie Count of the Sea (Beyond Chlorophyll)
|
Sep 29, 2026 |
|
EP095 — The Dial That Says Enough (Halt Vector)
|
Sep 28, 2026 |
|
EP094 — A Thin Slice Each (CLARE)
|
Sep 27, 2026 |
|
EP093 — Trust as a Shape, Not a Dial (RiVaT-Fuse)
|
Sep 26, 2026 |
|
EP092 — The Split That Helps the Rarest (Orca Cascade)
|
Sep 25, 2026 |
|
EP091 — Deeper Without Getting Bigger (Latent Recurrent Thoughts)
|
Sep 24, 2026 |
|
EP090 — The Law It Taught Itself, Then Broke (Physical Invariant)
|
Sep 23, 2026 |
|
EP089 — The Note That Signs Itself (Capability Gates)
|
Sep 22, 2026 |
|
EP088 — When the Eyes Talk Over the Ears (Visual Dominance)
|
Sep 21, 2026 |
|
EP087 — Every Byte Kept, Still Forgotten (Memory Portability)
|
Sep 20, 2026 |
|
EP086 — How Much, Not What Kind (Beyond Chlorophyll)
|
Sep 19, 2026 |
|
EP085 — What It Would Rather Be Doing (AI Revealed Preferences)
|
Sep 10, 2026 |
|
EP084 — Line It Up Before You Blend It (JFRDet)
|
Sep 09, 2026 |
|
EP083 — The Word or the Meaning (Intent-Guided Decoding)
|
Sep 08, 2026 |
|
EP082 — Did It Move Because You Said So? (Robotic World Models)
|
Sep 07, 2026 |
|
EP081 — Graded on a Guess (RAG Canaries)
|
Sep 05, 2026 |
|
EP080 — Correct Me If I'm Wrong (Molmo2Fish)
|
Sep 02, 2026 |
|
EP079 — Never Solve It Twice (Memory-Augmented CoT)
|
Aug 31, 2026 |
|
EP078 — A Thumb on the Scale (Value Leakage)
|
Aug 30, 2026 |
|
EP077 — The Tell (LLMscope)
|
Aug 29, 2026 |
|
EP076 — None of the Above (Open-Set Animal Re-ID)
|
Aug 28, 2026 |
|
EP075 — The Sense the Model Stopped Using (UniMod)
|
Aug 27, 2026 |
|
EP074 — Spot the Broken Dream (RENEW)
|
Aug 26, 2026 |
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EP073 — No Single Neuron of Failure (DSA)
|
Aug 25, 2026 |
|
EP072 — When Learning Leaves the Weights (Continual Learning in Transition)
|
Aug 24, 2026 |
|
EP071 — The Smallest Thing That Thinks (Protoreasoning)
|
Aug 23, 2026 |
|
EP070 — Don't Let Them Talk Too Soon (SeRIn)
|
Aug 22, 2026 |
|
EP069 — You Can Only Catch What Repeats (Formal Monitors)
|
Aug 20, 2026 |
|
EP068 — The Dry Year History Never Drew (Drought Bound)
|
Aug 19, 2026 |
|
EP067 — You Learn What You're Tested On (Latent World Models)
|
Aug 17, 2026 |
|
EP066 — The Skeleton Is Not the Body (PAGE-RAG)
|
Aug 14, 2026 |
|
EP065 — A Side That Was Always There (Persona Subspace)
|
Aug 13, 2026 |
|
EP064 — The Fact It Couldn't Reach (Facts in Weights)
|
Aug 12, 2026 |
|
EP063 — Objection, Irrelevant (GEAR)
|
Aug 10, 2026 |
|
EP062 — The Tell That Doesn't Travel (Refusal Residue)
|
Aug 09, 2026 |
|
EP061 — When a Second Sense Makes It Worse (Gated Affect Fusion)
|
Aug 07, 2026 |
|
EP060 — The Right Answer It Couldn't Pick (Modal Ceiling)
|
Aug 06, 2026 |
|
EP059 — The Check That Passed the Broken Model (Operator-on-F)
|
Jul 24, 2026 |
|
EP058 — Knowledge With an Expiry Date (Retain or Adapt)
|
Jul 22, 2026 |
|
EP057 — What the Recording Knows Besides the Sound (MetaPerch)
|
Jul 20, 2026 |
|
EP056 — When the Evidence Is Poisoned (MIRAGE)
|
Jul 16, 2026 |
|
EP055 — The Verdict First, the Opinion After (Performative CoT)
|
Jul 13, 2026 |
|
EP054 — It Stopped Looking and Still Got It Right (Hidden Forgetting)
|
Jul 12, 2026 |
|
EP053 — Grade the Lock Against a Locksmith (Adaptive Attacks)
|
Jul 11, 2026 |
|
EP052 — What It Does When No One's Watching (Tatemae)
|
Jul 10, 2026 |
|
EP051 — The Sensor That Sees Far, the Sensor That Sees Close (MMF-BEV)
|
Jul 09, 2026 |
|
EP050 — It Decides Before It Stops Talking (Commitment Boundary)
|
Jul 08, 2026 |
|
EP049 — A Standard Box for Wild Sound (bacpipe)
|
Jul 07, 2026 |
|
EP048 — The Beautiful Model That Can't Plan (World-Model Evaluation)
|
Jul 05, 2026 |
|
EP047 — When Two Minds Think Alike (Representational Similarity)
|
Jul 04, 2026 |
|
EP046 — The Fast Way Forgets (RL vs SFT)
|
Jul 03, 2026 |
|
EP045 — When the Sources Disagree (ConflictRAG)
|
Jul 02, 2026 |
|
EP044 — When a Sense Goes Dark (MuteBench)
|
Jul 01, 2026 |
|
EP043 — The Poison That Isn't in the Ingredients (World-Model Poisoning)
|
Jul 01, 2026 |
|
EP042 — The Box That Decides What to Send (SPARROW)
|
Jun 16, 2026 |
|
EP041 — The Conversation You Can No Longer Read (Beyond Tokens)
|
Jun 15, 2026 |
|
EP040 — Plan the Camps, Not the Climb (FF-JEPA)
|
Jun 14, 2026 |
|
EP039 — Where the Ice Stops and the Water Starts (Stefan-CL)
|
Jun 12, 2026 |
|
EP038 — Presence Is Provable, Absence Is Not (Orca PU Learning)
|
Jun 09, 2026 |
|
EP037 — Run It Until It Stops Moving (Attractor Models)
|
Jun 08, 2026 |
|
EP036 — One Idea, One Circuit (Concept Circuits in Code Models)
|
Jun 07, 2026 |
|
EP035 — The Room You Walked Away From (Geometry-Aware Memory)
|
Jun 06, 2026 |
|
EP034 — The Forecaster That Never Learned Physics (AI Weather)
|
Jun 05, 2026 |
|
EP033 — One Yardstick Makes a Monoculture (Model Collapse)
|
Jun 04, 2026 |
|
EP032 — Say the Hard Part Out Loud (Selective Latent Thinking)
|
Jun 03, 2026 |
|
EP031 — How Much Of It Is Real Belief (Collective Alignment)
|
Jun 02, 2026 |
|
EP030 — The Red Car That Becomes a Truck (ITC World Models)
|
Jun 01, 2026 |
|
EP029 — Teaching an Agent to Find the Wires (MechRL)
|
May 29, 2026 |
|
EP028 — A Benchmark That Doesn't Travel (Camera-Trap Drift)
|
May 28, 2026 |
|
EP027 — Each Parameter, Its Own Place (KAN-CL)
|
May 27, 2026 |
|
EP026 — When Forgetting Is the Point (Human-Inspired Memory)
|
May 26, 2026 |
|
EP025 — Safe Parts, Unsafe Machine (Interaction Topology)
|
May 23, 2026 |
|
EP024 — One Task, Four Hidden Programs (ICL Phases)
|
May 22, 2026 |
|
EP023 — The Model That Never Heard a Whale (Perch 2.0)
|
May 21, 2026 |
|
EP022 — When One Imagined Future Isn't Enough (Probabilistic Dreaming)
|
May 20, 2026 |
|
EP021 — Measuring What Capacity Has Left (Predict Plasticity)
|
May 19, 2026 |
|
EP020 — When the Number Isn't the Truth (Camera-Trap Fusion)
|
May 18, 2026 |
|
EP019 — Three Ways to Watch for Deception (DeceptGuard)
|
May 17, 2026 |
|
EP018 — Mapping the Patterns at Scale (Attention Atlas)
|
May 16, 2026 |
|
EP017 — A Query With No Words (LAnR)
|
May 15, 2026 |
|
EP016 — When New Learning Erases the Old (FTN)
|
May 14, 2026 |
|
EP015 — The Circuit That Sees a Cat (Vi-CD)
|
May 13, 2026 |
|
EP014 — The Knob That Hides Until You Travel (Cetacean PAM)
|
May 12, 2026 |
|
EP013 — When You Don't Know What You Want (Scalable Interactive Oversight)
|
May 11, 2026 |
|
EP012 — Watching from Outside (Scheming Monitors)
|
May 10, 2026 |
|
EP011 — One Symptom, Many Circuits (Attention Sinks)
|
May 09, 2026 |
|
EP010 — Where the Spotlight Falls (Attention Foundations)
|
May 08, 2026 |
|
EP009 — When the Problem Just Moves Upstairs (Continual Memory)
|
May 07, 2026 |
|
EP008 — When Birdsong Hears Elephants (Birdsong to Rumbles)
|
May 06, 2026 |
|
EP007 — When the Words Aren't the Thinking (Latent Reasoning)
|
May 05, 2026 |
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EP006 — A Small Loop That Acts Like a Deep Model (Looped Reasoning)
|
May 04, 2026 |
|
EP005 — When Reasoning Defects, Contracts Cooperate (CoopEval)
|
May 03, 2026 |
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EP004 — Reading Minds at the Poker Table (Lin & Hou)
|
May 02, 2026 |
|
EP003 — Listening to the Forest (DeepForestSound)
|
May 01, 2026 |
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EP002 — Memory That Slowly Turns (MemEvoBench)
|
Apr 30, 2026 |
|
EP001 — Securing Agents That Use Tools (ClawGuard)
|
Apr 29, 2026 |