{"version":"https://jsonfeed.org/version/1","title":"Deep Learning Partnership","home_page_url":"https://deeplp.com","description":"Deep Learning Partnership","author":{"name":"Deep Learning Partnership"},"items":[{"id":"dario-amodeis-latest-interview-%E2%80%93-feb-2026","html_content":"

Three years after their first conversation, Dwarkesh Patel sat down again with Dario Amodei, CEO of Anthropic, for what may be one of the most consequential AI interviews of the year [1]. Here are the highlights of that ...

","url":"https://deeplp.com/f/dario-amodeis-latest-interview-%E2%80%93-feb-2026","title":"Dario Amodei's Latest Interview ","date_modified":"2026-02-17T01:40:41Z"},{"id":"the-birth-of-computability-theory","html_content":"

Kurt Gödel, Alonzo Church and Alan Turing

","url":"https://deeplp.com/f/the-birth-of-computability-theory","title":"The Birth of Computability Theory","date_modified":"2026-02-09T00:33:55Z"},{"id":"the-infinite-tape-llms-and-computation","html_content":"

For nearly a century, our understanding of what can be computed was defined by a person with a pencil and an infinite strip of paper tape. Alan Turing’s \"universal machine,\" proposed in 1936 [1], gave us the blueprint fo...

","url":"https://deeplp.com/f/the-infinite-tape-llms-and-computation","title":"The Infinite Tape: LLMs and Computation","date_modified":"2026-01-19T01:45:58Z"},{"id":"approaching-the-six-outstanding-millennium-prize-problems","html_content":"

In the year 2000, the Clay Mathematics Institute laid down a challenge to the world in the form of the Millennium Prize problems [1]. They identified seven of the most fundamental, notoriously difficult unsolved problems...

","url":"https://deeplp.com/f/approaching-the-six-outstanding-millennium-prize-problems","title":"AI, Math and the Millennium Prize Problems","date_modified":"2026-01-11T04:55:19Z"},{"id":"towards-a-global-ai-governance-structure","html_content":"

Introduction

","url":"https://deeplp.com/f/towards-a-global-ai-governance-structure","title":"Towards a Global AI Governance Structure","date_modified":"2025-12-28T06:26:01Z"},{"id":"claude-and-me","html_content":"

An interview with Claude: \"A conversation on your vision for the future of AI\"

","url":"https://deeplp.com/f/claude-and-me","title":"Claude —A Conversation","date_modified":"2025-12-10T04:40:55Z"},{"id":"building-the-backbone-the-7-trillion-infrastructure-revolution","html_content":"

When we talk about the AI Revolution, the conversation usually starts and ends with software – chatbots, LLMs, and the magical ability to generate reports, code or art from a simple prompt. But this digital magic rests o...

","url":"https://deeplp.com/f/building-the-backbone-the-7-trillion-infrastructure-revolution","title":"Building the AI Backbone: The $7 Trillion Infrastructure Buildout","date_modified":"2025-11-29T02:43:55Z"},{"id":"beyond-the-pilot-enterprise-ai-in-2025","html_content":"

We have finally exited pilot purgatory. The era of treating artificial intelligence as a mere chatbot sidebar or a novelty tool for drafting marketing copy is now clearly over. Today, leading enterprises are not just cha...

","url":"https://deeplp.com/f/beyond-the-pilot-enterprise-ai-in-2025","title":"Beyond the Pilot: Progress in Enterprise AI ","date_modified":"2025-11-28T04:38:07Z"},{"id":"nvidia-passes-5-trillion-market-cap-could-it-reach-10t","html_content":"

Nvidia CEO Jensen Huang took the stage at the GTC conference in Washington D.C. yesterday, not just to announce new products, but to paint a vivid picture of a future fundamentally reshaped by AI. His keynote wasn't mere...

","url":"https://deeplp.com/f/nvidia-passes-5-trillion-market-cap-could-it-reach-10t","title":"Nvidia passes $5 trillion market cap, could it reach $10T?","date_modified":"2025-10-29T17:58:24Z"},{"id":"the-future-of-ai-and-society-2027%E2%80%932035","html_content":"

Artificial Intelligence is developing at a pace that mirrors, and in many cases exceeds, the exponential trajectories of computing hardware, algorithms, and data sources. If current trends continue over the next decade, ...

","url":"https://deeplp.com/f/the-future-of-ai-and-society-2027%E2%80%932035","title":"The Future of AI and Society (2027–2033)","date_modified":"2025-09-27T14:41:18Z"},{"id":"humanity-unchained","html_content":"

The old world was built on sweat and routine. Hands calloused from working with stone and steel, minds bent beneath the weight of routines, spreadsheets, and meetings. Humanity marched through centuries tethered to neces...

","url":"https://deeplp.com/f/humanity-unchained","title":"Humanity Unchained","date_modified":"2025-08-25T21:24:45Z"},{"id":"tears-in-the-rain","html_content":"

For as long as there have been stories, we have imagined and spoken of other minds. In myth they were gods, spirits, oracles—omniscient voices that spoke with superhuman clarity and knowledge. In science fiction they bec...

","url":"https://deeplp.com/f/tears-in-the-rain","title":"Tears in the Rain","date_modified":"2025-08-18T01:53:22Z"},{"id":"unraveling-the-cosmos-how-ai-is-accelerating-string-theory","html_content":"

I. The Grand Challenge of Unification: String Theory and the \"Landscape\"

","url":"https://deeplp.com/f/unraveling-the-cosmos-how-ai-is-accelerating-string-theory","title":"Unraveling the Cosmos: How AI is Accelerating String Theory","date_modified":"2025-08-06T02:07:47Z"},{"id":"the-ruliad","html_content":"

Exploring the universe of spaces – computational, mathematical and physical.

","url":"https://deeplp.com/f/the-ruliad","title":"The Ruliad","date_modified":"2025-08-04T14:57:03Z"},{"id":"intelligence-unbound-on-the-critical-path-to-agi","html_content":"

Introduction

","url":"https://deeplp.com/f/intelligence-unbound-on-the-critical-path-to-agi","title":"Open-ended Discovery: On the Critical Path to AGI?","date_modified":"2025-07-29T04:16:12Z"},{"id":"thermodynamic-computing---a-new-paradigm","html_content":"

1. Introduction

","url":"https://deeplp.com/f/thermodynamic-computing---a-new-paradigm","title":"Thermodynamic Computing - A New Paradigm","date_modified":"2025-07-19T18:48:04Z"},{"id":"progress-in-agentic-ai-communication-protocols","html_content":"

Artificial Intelligence is getting chatty. Not just with us, but with each other. We're entering the era of Agentic AI – smart software agents capable of planning, reasoning, and taking action to achieve goals. The real ...

","url":"https://deeplp.com/f/progress-in-agentic-ai-communication-protocols","title":"Progress in Agentic AI Communication Protocols ","date_modified":"2025-05-09T00:20:59Z"},{"id":"xxx","html_content":"

The world of Artificial Intelligence is buzzing, and the latest excitement isn't just about AI that can chat convincingly. The real frontier has shifted towards something deeper – reasoning. We're moving beyond AI that s...

","url":"https://deeplp.com/f/xxx","title":"Comparing AI Reasoning Models-Anthropic, Google, OpenAI, DeepSeek","date_modified":"2025-05-05T01:52:25Z"},{"id":"ai-code-assistants---a-comparison","html_content":"

The landscape of software development is undergoing a seismic shift, driven largely by the rapid advancements in Artificial Intelligence[1]. AI coding assistants are no longer just fancy autocomplete; they are evolving i...

","url":"https://deeplp.com/f/ai-code-assistants---a-comparison","title":"AI Code Assistants - A Comparison","date_modified":"2025-05-04T14:25:02Z"},{"id":"why-the-future-of-safe-ai-might-lie-in-understanding-not-doing","html_content":"

Artificial intelligence is advancing at a breathtaking pace. From chatbots that write prose to systems that drive cars, AI's capabilities evoke both excitement and apprehension. We stand in awe of superintelligent system...

","url":"https://deeplp.com/f/why-the-future-of-safe-ai-might-lie-in-understanding-not-doing","title":"Scientist AI: The Future of AI Safety?","date_modified":"2025-04-15T23:55:07Z"},{"id":"inside-ai-unveiling-the-inner-workings-of-large-language-models","html_content":"

The rapid advancement of LLMs like Anthropic's Claude has ushered in an era of unprecedented capabilities in language and image processing. These models can generate human-quality text, code and mathematics, translate be...

","url":"https://deeplp.com/f/inside-ai-unveiling-the-inner-workings-of-large-language-models","title":"Inside AI: Unveiling the Inner Workings of Large Language Models","date_modified":"2025-04-01T23:02:55Z"},{"id":"mcp-vs-langchain-choosing-the-right-ai-framework","html_content":"

The rise of Large Language Models (LLMs) has opened up exciting possibilities, but integrating them with external data and tools remains a crucial challenge. Two prominent solutions aiming to tackle this are the Model Co...

","url":"https://deeplp.com/f/mcp-vs-langchain-choosing-the-right-ai-framework","title":" MCP vs. LangChain: Choosing the Right AI Framework","date_modified":"2025-04-01T00:00:00Z"},{"id":"langchain-llamaindex-and-dspy-%E2%80%93-a-comparison","html_content":"

The rapid evolution of LLMs has empowered developers to build increasingly sophisticated AI applications. However, effectively leveraging the potential of these models often requires the assistance of specialized framewo...

","url":"https://deeplp.com/f/langchain-llamaindex-and-dspy-%E2%80%93-a-comparison","title":"LangChain, LlamaIndex, and DSPy – A Comparison ","date_modified":"2025-03-31T21:56:49Z"},{"id":"ai-for-real-interview","html_content":"

The following is an interview conducted with our CEO Peter Morgan in February 2025, with AI community website AI For Real, https://aiforreal.substack.com

","url":"https://deeplp.com/f/ai-for-real-interview","title":"AI For Real Interview","date_modified":"2025-03-04T02:33:45Z"},{"id":"announcement---deep-learning-partnership-partners-with-oxethica","html_content":"

Deep Learning Partnership is delighted to announce that it is partnering with AI regulation and compliance experts Oxethica. This will enable DeepLP to offer AI audit and compliance services on a state of the art digital...

","url":"https://deeplp.com/f/announcement---deep-learning-partnership-partners-with-oxethica","title":"Announcement - Deep Learning Partnership Partners with Oxethica","date_modified":"2025-01-10T17:50:10Z"},{"id":"the-physics-of-learning","html_content":"

How statistical physics illuminates the workings of deep neural networks.

","url":"https://deeplp.com/f/the-physics-of-learning","title":"The Physics of Learning","date_modified":"2025-01-02T14:08:52Z"},{"id":"when-will-ai-replace-scientists","html_content":"

The short answer is that no one can say with certainty *when* AI might fully replace human scientists - both theoretical and experimental. While we are seeing remarkable AI-based tools that can assist in science (from da...

","url":"https://deeplp.com/f/when-will-ai-replace-scientists","title":"When Will AI Replace Scientists?","date_modified":"2024-12-27T07:52:26Z"},{"id":"vectors-are-all-you-need-%E2%80%93-except-when-you-need-graphs","html_content":"

Introduction

","url":"https://deeplp.com/f/vectors-are-all-you-need-%E2%80%93-except-when-you-need-graphs","title":"Vectors Are All You Need – Except When You Need Graphs","date_modified":"2024-12-13T02:26:06Z"},{"id":"deep-connections-part-ii-bridging-mathematical-theories","html_content":"

UAT, FSE, and GDL in Deep Learning and PDEs

","url":"https://deeplp.com/f/deep-connections-part-ii-bridging-mathematical-theories","title":"Deep Connections Part II: Bridging Mathematical Theories","date_modified":"2024-07-06T14:11:12Z"},{"id":"deep-connections-the-universal-approx-theorem-and-geometric-dl","html_content":"

Figure 1 Different types of geometric data structures

","url":"https://deeplp.com/f/deep-connections-the-universal-approx-theorem-and-geometric-dl","title":"Deep Connections Part I: The UAT and Geometric Deep Learning","date_modified":"2024-07-05T17:28:14Z"},{"id":"ai-in-the-smartphone-industry","html_content":"

Introduction

","url":"https://deeplp.com/f/ai-in-the-smartphone-industry","title":"AI in the Smartphone Industry","date_modified":"2024-05-17T22:57:51Z"},{"id":"ai-and-society","html_content":"

Introduction

","url":"https://deeplp.com/f/ai-and-society","title":"AI and Society","date_modified":"2024-05-14T02:44:10Z"},{"id":"cohere-build-day-llm-hackathon---a-day-of-innovation-and-learning","html_content":"

Introduction

","url":"https://deeplp.com/f/cohere-build-day-llm-hackathon---a-day-of-innovation-and-learning","title":"Cohere Build Day - LLM Hackathon","date_modified":"2024-05-09T02:09:13Z"},{"id":"accelerating-scientific-discovery-with-multimodal-ai","html_content":"

All things being equal, the improvement of humanity is driven largely by scientific discovery. The potential of AI, particularly multimodal LLMs, to accelerate scientific discovery is already proving to be significant [1...

","url":"https://deeplp.com/f/accelerating-scientific-discovery-with-multimodal-ai","title":"Accelerating Scientific Discovery with Multimodal LLMs","date_modified":"2024-04-14T20:38:25Z"},{"id":"how-ai-will-revolutionize-industries","html_content":"

AI's impact on industries is vast and varied. Here's a more detailed look at how it can revolutionize specific sectors:

","url":"https://deeplp.com/f/how-ai-will-revolutionize-industries","title":"How AI Will Revolutionize Industries","date_modified":"2024-04-05T21:46:45Z"},{"id":"ai---the-road-ahead","html_content":"

Introduction

","url":"https://deeplp.com/f/ai---the-road-ahead","title":"AI - The Road Ahead","date_modified":"2024-04-04T00:00:00Z"},{"id":"vectors-are-all-you-need","html_content":"

Figure 1 - A multi-dimensional vector space

","url":"https://deeplp.com/f/vectors-are-all-you-need","title":"Vectors Are All You Need","date_modified":"2024-03-30T02:05:00Z"},{"id":"how-ai-is-transforming-human-resources-1","html_content":"

Introduction - A Look into the Future of Workforce Management

","url":"https://deeplp.com/f/how-ai-is-transforming-human-resources-1","title":"How AI is Transforming Human Resources","date_modified":"2024-01-31T04:00:00Z"},{"id":"you-cant-have-an-ai-strategy-until-you-have-a-data-strategy","html_content":"

Building the Foundation for Success

","url":"https://deeplp.com/f/you-cant-have-an-ai-strategy-until-you-have-a-data-strategy","title":"You Can't Have an AI Strategy Until You Have a Data Strategy","date_modified":"2024-01-28T03:00:00Z"},{"id":"leveraging-llms-copilots-and-ai-agents-for-enhanced-productivity","html_content":"

Introduction

","url":"https://deeplp.com/f/leveraging-llms-copilots-and-ai-agents-for-enhanced-productivity","title":"Leveraging LLMs, Copilots and AI Agents for Enhanced Productivity","date_modified":"2024-01-24T03:00:00Z"},{"id":"langchain-rag-ai-agents","html_content":"

AI has come a long way in 2023. From the release of GPT4 and more recently Gemini, to many performant open source models such as Llama2, Mistral and Zephyr, to the consensus reached on the EU AI Act. Let’s have a look at...

","url":"https://deeplp.com/f/langchain-rag-ai-agents","title":"Langchain, RAG & AI Agents","date_modified":"2023-12-11T02:28:50Z"},{"id":"how-i-became-an-ai-solutions-architect","html_content":"

TL;DR - perseverance is key. But if you're motivated enough you'll do it, no matter what. There is not one clear pathway to becoming an AI Solutions Architect, because we're all coming from different backgrounds and diff...

","url":"https://deeplp.com/f/how-i-became-an-ai-solutions-architect","title":"How to Become an AI Solutions Architect","date_modified":"2023-07-23T12:54:33Z"},{"id":"chatgpt-in-education-%E2%80%93-the-peril-and-the-promise","html_content":"

This is a follow-on to the blog published on ChatGPT on 14 Dec 2022 [1]. In this post we will be focusing specifically on the education sector and look at the evolving developments in policy on students using ChatGPT and...

","url":"https://deeplp.com/f/chatgpt-in-education-%E2%80%93-the-peril-and-the-promise","title":"ChatGPT in Education – The Peril and the Promise","date_modified":"2023-02-03T23:32:56Z"},{"id":"thoughts-on-computation","html_content":"

One way to view the universe is to consider it as being made up of a set of computational systems. Indeed, the universe itself can be thought of as one large and complex computing system. As for ourselves, we are biologi...

","url":"https://deeplp.com/f/thoughts-on-computation","title":" Thoughts on Computation","date_modified":"2023-01-26T19:01:28Z"},{"id":"chatgpt---ever-closer-to-agi","html_content":"

ChatGPT is a large language model (LLM) that uses artificial neural networks and reinforcement learning to generate text, almost to human level ability [1]. I say almost, because it can and does make mistakes [2]. It use...

","url":"https://deeplp.com/f/chatgpt---ever-closer-to-agi","title":"ChatGPT - Ever Closer to AGI","date_modified":"2022-12-10T05:53:29Z"},{"id":"mlops---an-overview","html_content":"

Machine learning (ML) is changing everything. Instead of hard coding certain operations on a classical computer, we instead train neural networks (NN’s), a specific type of ML, on large data sets, fixing their weights, a...

","url":"https://deeplp.com/f/mlops---an-overview","title":"MLOps - An Overview","date_modified":"2022-08-13T16:00:00Z"},{"id":"update-on-ai-progress","html_content":"

Since I wrote my first few blogs on AI back in 2016 (still available on this site), I think it’s safe to say a lot has happened in the field. Progress in certain areas has been a little faster than some had predicted whi...

","url":"https://deeplp.com/f/update-on-ai-progress","title":"Update on AI Progress ","date_modified":"2020-11-26T05:00:00Z"},{"id":"quantum-computing-and-what-it-means-for-humanity","html_content":"

Having embarked on a PhD in particle physics and then worked three-years as a Research Associate on a neutrino physics experiment, I like to think I know a thing or two about quantum physics. Also, having been in the ent...

","url":"https://deeplp.com/f/quantum-computing-and-what-it-means-for-humanity","title":"Quantum Computing - Implications for Humanity ","date_modified":"2020-03-20T23:00:00Z"},{"id":"speaking-at-qcon-london-2019","html_content":"

Today I delivered the keynote to 1,200 software engineers and tech leaders at QCon London. It was great and I really enjoyed it along with the AMA (ask me anything) after the talk. Lots of great questions from the engine...

","url":"https://deeplp.com/f/speaking-at-qcon-london-2019","title":"Speaking at QCon London 2019","date_modified":"2019-03-11T22:00:00Z"},{"id":"there-are-nine-different-types-of-intelligence-not-one","html_content":"

To make artificial general intelligence, or AGI, we have to realize that there are in fact nine different types of intelligence, not just one. Howard Gardner, Professor in Cognition and Education at Harvard, has summed t...

","url":"https://deeplp.com/f/there-are-nine-different-types-of-intelligence-not-one","title":"There are Nine Different Types of Intelligence, Not One","date_modified":"2018-08-06T20:00:00Z"}]}