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EP008 — When Birdsong Hears Elephants (Birdsong to Rumbles)
Can a model trained only on birdsong classify elephant calls — without any fine-tuning at all? A new paper from Geldenhuys and Niesler runs frozen-embedding transfer from bird-trained and…
EP007 — When the Words Aren't the Thinking (Latent Reasoning)
When you ask a modern language model to "think step by step," it writes out intermediate reasoning before answering and tends to do better on hard problems. The field has been treating those written…
EP006 — A Small Loop That Acts Like a Deep Model (Looped Reasoning)
The dominant recipe for building capable language models is depth — more layers, more parameters, more distinct transformer blocks. A new mechanistic interpretability paper from Nam, Gromov, Yaida…
EP005 — When Reasoning Defects, Contracts Cooperate (CoopEval)
A puzzling result from a recent paper on multi-agent AI: more capable, reasoning-enabled language models cooperate LESS in social dilemmas than older, weaker ones. CoopEval takes the puzzle seriously…
EP004 — Reading Minds at the Poker Table (Lin & Hou)
When AI agents play poker against each other, do they start modeling each other's minds the way humans do? A recent paper ran three Claude agents through a hundred hands of Texas Hold'em with a clean…
EP003 — Listening to the Forest (DeepForestSound)
AI isn't just chatbots and agents. There are microphones in forests right now using machine learning to count chimpanzees, elephants, and rare birds — and that count is increasingly the basis for…
EP002 — Memory That Slowly Turns (MemEvoBench)
Last episode we talked about keeping AI agents from being attacked. Today we look at the failure mode that emerges when no one is attacking the agent at all — when the agent's own memory drifts over…
EP001 — Securing Agents That Use Tools (ClawGuard)
AI agents that can use tools — browse the web, read files, call APIs — face a serious vulnerability called indirect prompt injection. Today we look at ClawGuard, a runtime security framework that…
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Machine's Learning has published 8 episodes since April 2026, covering topics in Technology.
Machine's Learning is currently highly active with new episodes daily. Average episode length is 18m.
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