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Ndea
111 posts
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Ndea
@ndea
A new intelligence science lab founded by @fchollet & @mikeknoop. Deep Learning-guided Program Synthesis. We're hiring.
ndea.com
Joined October 2024
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  • user avatar
    Ndea
    @ndea
    3h
    On the pod: "Inductive Logic Programming" with Stephen Muggleton, Emeritus Professor at @imperialcollege. What does it take to invent an entirely new field of AI? From Turing to Michie to McCarthy - the journey to creating ILP, combining logic programming with machine learning.
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    557
    user avatar
    Ndea
    @ndea
    3h
    Watch the full interview:
    414
  • user avatar
    Ndea
    @ndea
    May 27
    On the pod: "Recursive Program Synthesis" with @awsTO, Associate Professor at @WisconsinCS. How cold-emailing @SumitGulwani at Microsoft Research led to a novel research paper and inside Aws' vision to automatically synthesize the software stack for future quantum computers.
    00:00
    3.2K
    user avatar
    Ndea
    @ndea
    May 27
    Watch the full interview:
    1.9K
  • user avatar
    Ndea
    @ndea
    Apr 7
    On the pod: our most-requested guest! @ellisk_kellis from @Cornell shares the origins of his influential neurosymbolic paper "DreamCoder". Plus: program synthesis, wake-sleep library learning, world models, running an AI research lab, and more.
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    27K
    user avatar
    Ndea
    @ndea
    Apr 7
    Watch the full interview:
    5.7K
  • Ndea reposted
    user avatar
    ARC Prize
    @arcprize
    Apr 6
    Francois Chollet + Sam Altman Fireside @fchollet and @sama fireside during ARC-AGI-3 Launch Party moderated by @deedydas They discuss: - Social contracts evolving - AGI views as a parent - When will labs score >85% on ARC-AGI-3?
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    33K
  • user avatar
    Ndea
    @ndea
    Apr 3
    "We are trying to build a new branch of machine learning. An alternative to Deep Learning itself...building something that we call Symbolic Descent." @fchollet joins the @ycombinator Lightcone podcast to share about our research at Ndea and the launch of ARC-AGI-3.
    00:00
    65K
    user avatar
    Ndea
    @ndea
    Apr 3
    Watch the full episode:
    3.6K
  • Ndea reposted
    user avatar
    Y Combinator
    @ycombinator
    Mar 27
    François Chollet (@fchollet) has spent years asking a different question than most of the AI world. Instead of scaling what already works, he’s trying to understand what intelligence actually is and how to build it from first principles. In this episode of the @LightconePod, he
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    151K
  • user avatar
    Ndea
    @ndea
    Mar 3
    AI researcher @pidgeyusedgust of @ProseMsft joins us on the pod to discuss his favorite paper, "Semantic Programming by Example with Pre-trained Models" - a neurosymbolic framework where Flash Fill meets GPT-3. Symbolic for structure (syntactic), LLMs for meaning (semantic).
    00:00
    5.7K
    user avatar
    Ndea
    @ndea
    Mar 3
    Watch the full interview: youtu.be/UyWSvLgQMDE
    4.4K
  • user avatar
    Ndea
    @ndea
    Feb 10
    New open role: Technical Staff - Search Guidance Accelerate science & innovation. Join our small, talent-dense, globally remote team. Apply your RL/DL search expertise to the most advanced program synthesis system. Also: $10k referral bonus Details:
    Join Ndea - Technical Staff - Search Guidance
    From ndea.com
    16K
  • user avatar
    Ndea
    @ndea
    Feb 9
    In the past 8 episodes of the Abstract Synthesis podcast, we've covered grammar filtering, temporal synthesis, inductive logic programming, vision-language programs, and symbolic world models. This week, we step back to reflect on 3 emergent themes.
    3.8K
    user avatar
    Ndea
    @ndea
    Feb 9
    Watch the mini-recap episode: youtu.be/t_RgBe2CVms Subscribe + share your feedback!
    3.4K
  • user avatar
    Ndea
    @ndea
    Feb 2
    "...simply looking at a problem differently can greatly improve learning performance." New pod: Ndea researcher & ILP expert @CelineHocquette on "Relational Decomposition for Program Synthesis" - making symbolic learning systems more efficient without domain-specific knowledge.
    00:00
    3.4K
    user avatar
    Ndea
    @ndea
    Feb 2
    Watch the full episode:
    3.3K
  • user avatar
    Ndea
    @ndea
    Jan 26
    On the pod: @topwasu from @ellisk_kellis' lab at @Cornell discusses his paper PoE-World. We explore how symbolic world models can achieve strong generalization and sample efficiency by composing many small causal programs instead of learning a single monolithic model.
    00:00
    3K
    user avatar
    Ndea
    @ndea
    Jan 26
    Watch the full episode:
    2.7K
  • user avatar
    Ndea
    @ndea
    Jan 19
    Vision-language models (VLMs) can see well, but they struggle to reason. In this episode, @toniwuest (PhD researcher, @TUDarmstadt) explains how combining VLMs with program synthesis yields more reliable visual reasoning, with fewer tokens than chain-of-thought.
    00:00
    22K
    user avatar
    Ndea
    @ndea
    Jan 19
    Dive into the paper, "Synthesizing Visual Concepts as Vision-Language Programs". A neuro-symbolic approach to visual concept induction that treats VLMs as perceptual tools inside symbolic programs. Watch the full episode: youtu.be/uefqvsButp8
    3.3K

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