IM 889: We Are the Neanderthals - Why LLMs Fail at Complex Reasoning

IM 889: We Are the Neanderthals - Why LLMs Fail at Complex Reasoning

Author: TWiT September 24, 2026 Duration: 2:37:02

Forget large language models. This episode uncovers a radically different approach to AI, where physics-guided reasoning and energy-based models are reshaping what machines can actually understand—and why that could unlock breakthroughs mainstream AIs keep missing.

  • Claude Opus 5.5 and OpenAI GPT-6 Sol & Luna both launch today with lower costs
  • Muse, Meta's extraordinarily privileged AI assistant, has a serious 0-day
  • Two Google DeepMind AI Researchers Resign Over Safety
  • MetaConnect on during the show
  • Google fully details Googlebooks: $899+, October launch, & more
  • Introducing MiMo-V2.6 series
  • Google CC
  • I'm Upping My P(Doom)
  • Handshake AI Skills Studio/OpenAI Brian Johnsrud
  • Introducing The Horowitz Andreessen Academy
  • On 'Cupertino,' Creators of the 'The Good Wife' Go to Silicon Valley

Hosts: Leo Laporte, Jeff Jarvis, and Paris Martineau

Guest: Patrick Hillmann

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From the team at TWiT, Intelligent Machines (Video) dives into the seismic shift unfolding right now. The first part of this century was defined by networks connecting people; the coming era will be defined by the intelligence embedded within the objects and systems around us. This isn't just about speculative fiction-it's about the algorithms in your car, the logic in your home appliances, and the evolving minds within our phones and robots. Each episode of this podcast unpacks a piece of that complex reality, examining both the profound potential and the tangible risks of this transformation. We're moving beyond simple gadget reviews to explore the deeper societal, ethical, and personal implications of living alongside thinking machines. The conversation is grounded in the present, looking at real-world applications and the engineers, philosophers, and policymakers shaping our automated future. Tune in for clear-eyed analysis and thoughtful discussion that aims to demystify the technology, helping you grasp not only what these systems do, but how they will redefine work, creativity, privacy, and human agency itself. Join us as we navigate the most significant technological revolution in generations, seeking to understand what we're building before it reshapes everything.
Author: Language: en-us Episodes: 33

Intelligent Machines (Video)
Podcast Episodes
IM 869: My Sentience is Going Up - Chatbots in Charge [not-audio_url] [/not-audio_url]

Duration: 2:29:13
Have I Been Pwned creator Troy Hunt reveals how a homegrown AI sidekick helps manage billions of hacked credentials, but even the smartest bots aren't immune to hallucinations and headaches. White House Considers Vetting…
IM 867: The Ketchup Effect - The Lines Are Too Damn Long [not-audio_url] [/not-audio_url]

Duration: 2:45:37
Game designer and Atlantic writer Ian Bogost joins to argue that the true joy of technology is not frictionlessness, but the small sensory pleasures and constraints that keep us tethered to real life. Discover how AI cou…
IM 866: I'm Bonkers for Yonkers - Is Coding Dead? [not-audio_url] [/not-audio_url]

Duration: 2:28:30
When renowned photographer Craig Mod coded his own AI-powered Twitter, the lines between art, tech, and community blur in surprising ways. This episode explores what happens when creative minds take AI into their own han…
IM 865: Mythic - Too Dangerous to Release? [not-audio_url] [/not-audio_url]

Duration: 2:26:36
A secretive AI called Mythos is already finding zero-day exploits that humans missed for decades, but Anthropic claims it is too risky for public release. Hear what leading security experts think could happen if this tec…
IM 864: And Artemis Too - Journalism In The Age Of AI [not-audio_url] [/not-audio_url]

Duration: 2:25:03
What happens when a thriving newsletter-turned-AI lab lets artificial intelligence shape writing, editing, and even entire products? Find out how Every is challenging the boundaries between tech and culture and why even…
IM 863: Fire and Ash - Hot Takes on Tech Trials [not-audio_url] [/not-audio_url]

Duration: 2:44:09
Tech journalist Marshall Kirkpatrick joins the panel to showcase a new AI-powered tool that doesn't just summarize articles—it thinks like a journalist, flagging what's truly new and revealing the patterns that matter. I…
IM 862: Ménage à Claude - AI, Human Agency, and Economic Value [not-audio_url] [/not-audio_url]

Duration: 3:00:43
Who gets to define what intelligence means in the age of AI, and why are tech companies so keen to shift blame onto their creations? This episode digs into moral outsourcing, agency, and the urgent need for independent o…
IM 860: You Gotta Get Computer - Claude Surges to No. 1 [not-audio_url] [/not-audio_url]

Duration: 2:08:24
A principled stand by an underdog AI company ignites a mass migration of users, shakes up Silicon Valley talent wars, and leaves even the tech giants recalculating their moves. Hear how one weekend suddenly redrew the li…