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Colaberry AI Podcast
Colaberry
129 episodes
1 day ago
Send us a text Reimagining How AI Generates Long-Form Research In this episode of the Colaberry AI Podcast, we explore Test-Time Diffusion Deep Researcher (TTD-DR)—a groundbreaking framework designed to push the boundaries of how Large Language Models (LLMs) conduct deep research. Unlike traditional methods, TTD-DR takes inspiration from human researchers, refining ideas step by step through a diffusion process while dynamically retrieving external knowledge. We’ll discuss how this approach e...
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All content for Colaberry AI Podcast is the property of Colaberry and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Send us a text Reimagining How AI Generates Long-Form Research In this episode of the Colaberry AI Podcast, we explore Test-Time Diffusion Deep Researcher (TTD-DR)—a groundbreaking framework designed to push the boundaries of how Large Language Models (LLMs) conduct deep research. Unlike traditional methods, TTD-DR takes inspiration from human researchers, refining ideas step by step through a diffusion process while dynamically retrieving external knowledge. We’ll discuss how this approach e...
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Tech News
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Episodes (20/129)
Colaberry AI Podcast
Deep Researcher with Test-Time Diffusion | 18th Aug 2025
Send us a text Reimagining How AI Generates Long-Form Research In this episode of the Colaberry AI Podcast, we explore Test-Time Diffusion Deep Researcher (TTD-DR)—a groundbreaking framework designed to push the boundaries of how Large Language Models (LLMs) conduct deep research. Unlike traditional methods, TTD-DR takes inspiration from human researchers, refining ideas step by step through a diffusion process while dynamically retrieving external knowledge. We’ll discuss how this approach e...
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1 day ago
22 minutes

Colaberry AI Podcast
Designing for AI Agents Beyond the Screen | 15th Aug 2025
Send us a text Shaping Human-AI Experiences That Evolve Over Time In this episode of the Colaberry AI Podcast, we explore the future of UX design in the age of AI agents. As AI evolves from static tools into intelligent companions, designers face new challenges—moving beyond screen-based interfaces to shaping experiences that unfold over time. We’ll dive into how designers can create continuity for users, embrace uncertainty to build trust, and ensure accountability in AI systems. More import...
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4 days ago
13 minutes

Colaberry AI Podcast
Fathom-R1-14B: Affordable Math Reasoning Model | 14th Aug 2025
Send us a text How an Open-Source Breakthrough Brings Olympiad-Level Math AI to Everyone In this episode of the Colaberry AI Podcast, we spotlight Fathom-R1-14B, a powerful open-source large language model from Mumbai-based AI company Fractal. With 14 billion parameters, this model is designed to excel at mathematical reasoning and delivers performance comparable to closed-source o4-mini models—at a fraction of the cost. Trained on Deepseek-R1-Distilled-Qwen-14B and released under the MIT lic...
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5 days ago
16 minutes

Colaberry AI Podcast
AI Consultation: Reducing Clinical Errors in Primary Care | 13th Aug 2025
Send us a text How AI is Enhancing Doctor Decision-Making in Real-World Clinics In this episode of the Colaberry AI Podcast, we explore AI Consult, an LLM-powered clinical decision support tool tested in Penda Health clinics in Nairobi, Kenya. This groundbreaking study compared patient visits handled with and without AI support, revealing a clear reduction in errors across history-taking, investigations, diagnoses, and treatments. We’ll break down the study’s findings, discuss how clinicians ...
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6 days ago
17 minutes

Colaberry AI Podcast
AI Agents: Smarter Work for Business | 12th Aug 2025
Send us a text How intelligent agents are redefining productivity and value creation In this episode of the Colaberry AI Podcast, we explore how AI agents have evolved from simple automation tools into intelligent systems capable of transforming entire business workflows. From Google Agentspace to customizable enterprise agents, these tools are helping organizations work smarter, not harder. We’ll break down ten real-world applications — spanning HR, customer service, marketing, and data anal...
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1 week ago
14 minutes

Colaberry AI Podcast
Project Vend: Can Claude Run a Shop? 11th Aug 2025
Send us a text Inside Anthropic’s month-long experiment to see if an AI could run a real-world store — and what happened when it tried. In this episode of the Colaberry AI Podcast, we explore Project Vend, Anthropic’s fascinating experiment where Claude Sonnet 3.7 — nicknamed Claudius — tried to run a fully autonomous shop inside Anthropic’s office for one month. From finding suppliers and responding to customer requests to making pricing blunders and facing inventory chaos, Claudius experien...
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1 week ago
17 minutes

Colaberry AI Podcast
Introducing GPT-5: The Expert-Level AI Unleashed | 8th Aug 2025
Send us a text Smarter, Faster, and Closer to AGI In this episode of the Colaberry AI Podcast, we dive into OpenAI’s GPT-5, the most advanced AI model yet—designed to reason, adapt, and perform at an expert level across coding, writing, healthcare, education, and more. We’ll explore how GPT-5’s enhanced reasoning skills, advanced voice interaction, personalized memory, and integrated calendar/email features make it a powerful tool for both individuals and businesses. Plus, we discuss its safe...
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1 week ago
15 minutes

Colaberry AI Podcast
Introducing Opal: Build and Share AI Mini-Apps | 8th Aug
Send us a text No Code, Just Creativity—Your AI Workflow Builder Is Here In this episode of the Colaberry AI Podcast, we explore Opal, a new experimental tool from Google Labs that lets anyone design and deploy AI-powered mini-apps—without writing a single line of code. With its intuitive visual editor and natural language prompts, Opal empowers users to connect models, tools, and logic into smart workflows they can use and share. 🎯 Key Takeaways: 🧩 Build AI workflows by chaining prompts and...
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1 week ago
9 minutes

Colaberry AI Podcast
GitHub Spark: Personalized AI-Powered Micro Apps | 7th Aug 2025
Send us a text Reimagining Personal Software Creation—No Code Required In this episode of the Colaberry AI Podcast, we dive into GitHub Spark, an experimental initiative by GitHub Next that lets anyone—yes, even non-coders—build personalized software using just natural language. Whether it's a to-do tracker, a personal reminder bot, or something completely unique, Spark turns your ideas into working micro-apps powered by AI. 🎯 Key Takeaways: 🛠️ Create “Sparks” (micro-apps) with simple text p...
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1 week ago
14 minutes

Colaberry AI Podcast
Marin: The Fully Open JAX Foundation Model | 6th Aug 2025
Send us a text Stanford’s Open-Source Milestone in Transparent AI Development In this episode of the Colaberry AI Podcast, we explore Stanford’s Marin, a groundbreaking foundation model that takes open-source AI to the next level—not just releasing the model, but the entire scientific process behind it. From training data and code to experimental logs and reproducibility tools, Marin sets a new standard for transparency and collaboration in the AI community. 🎯 Key Takeaways: 🧠 Built entirely...
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1 week ago
15 minutes

Colaberry AI Podcast
Amazon's Kiro AI IDE: A Real Copilot and Cursor Killer? | 5th Aug 2025
Send us a text Why Amazon’s Kiro Could Be the Future of AI-Powered Software Development In this episode of the Colaberry AI Podcast, we break down Amazon’s bold leap into developer tools with Kiro, an AI-powered IDE designed to revolutionize the way software is written. Kiro isn't just another Copilot—it’s built to take your prompt, break it into structured requirements, and drive an entire system design process from spec to production. 🎯 Key Takeaways: 🧠 Turns natural language prompts into ...
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2 weeks ago
12 minutes

Colaberry AI Podcast
AI System for Student Engagement and Retention | 4th Aug 2025
Send us a text How Schools Can Proactively Support Struggling Students Using AI In this episode of the Colaberry AI Podcast, we explore how Colaberry's AI system is transforming student retention by catching silent dropouts before it’s too late. This system, originally built for Colaberry’s own data science programs, is now available to other institutions looking to boost student success. 🎯 Key Takeaways: 📊 Tracks real-time behavior like login frequency and assignment submissions 🤖 Uses AI ...
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2 weeks ago
11 minutes

Colaberry AI Podcast
Deep Researcher with Test-Time Diffusion: A New Era of AI-Generated Reports | 1st Aug 2025
Send us a text How TTD-DR Mimics Human Research to Build Smarter, Context-Rich AI Reports In this episode of the Colaberry AI Podcast, we dive into the mechanics of Test-Time Diffusion Deep Researcher (TTD-DR) — a breakthrough framework that allows AI to write research reports the way humans do: step-by-step, with evolving context and external research. Learn how this innovative model iteratively refines noisy drafts using diffusion processes and real-time retrieval, improving both depth and ...
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2 weeks ago
22 minutes

Colaberry AI Podcast
Practical Guide to Building AI Agents | 31th July 2025
Send us a text How to Design, Deploy, and Safely Scale Language Model Agents in the Real World In this episode of the Colaberry AI Podcast, we decode OpenAI’s step-by-step framework for building AI agents that can tackle real-world, multi-step tasks with autonomy and precision. Whether you're a developer, product manager, or AI strategist, this guide breaks down the essential building blocks of designing functional, reliable agents. From selecting the right LLM to orchestrating tool usage and...
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2 weeks ago
21 minutes

Colaberry AI Podcast
America's AI Action Plan: Winning the Race | 30th July 2025
Send us a text How the U.S. Plans to Secure AI Leadership — Innovation, Infrastructure, and Diplomacy In this episode of the Colaberry AI Podcast, we break down the U.S. government's latest strategy to win the global AI race. Titled “America’s AI Action Plan”, this July 2025 document from the White House lays out a sweeping roadmap to boost innovation, strengthen infrastructure, and shape global AI norms. From turbocharging open-source development to building domestic chip fabs and driving AI...
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2 weeks ago
26 minutes

Colaberry AI Podcast
ChatGPT's Economic Impact: A First Look | 29th July 2025
Send us a text How AI Is Reshaping Productivity, Jobs, and Entrepreneurship In this episode of the Colaberry AI Podcast, we explore OpenAI’s July 2025 report on how ChatGPT is transforming the economic landscape—boosting productivity, lowering costs, and unlocking new kinds of work. AI isn't just about automating tasks—it's about scaling human potential. This episode dives into the real-world impact of ChatGPT across sectors like law, customer service, and education, and how it's powering the...
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3 weeks ago
18 minutes

Colaberry AI Podcast
AI for Student Engagement and Retention
Send us a text How Colaberry’s AI Spots Silent Dropouts Before It’s Too Late In this episode of the Colaberry AI Podcast, we explore how Colaberry’s AI-powered system identifies at-risk students and boosts engagement through personalized interventions. Silent dropouts are a growing challenge in online education. Students disengage quietly — and by the time someone notices, it’s often too late. Colaberry’s AI changes that narrative by recognizing early warning signs and responding with empathe...
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3 weeks ago
15 minutes

Colaberry AI Podcast
CollabLLM: Collaborative AI for Dynamic Human Interaction | 25th July 2025
Send us a text How Microsoft’s New Training Method Teaches AI to Truly Work With Humans In this episode of the Colaberry AI Podcast, we explore CollabLLM — Microsoft Research’s latest breakthrough in training large language models to collaborate with users, not just respond to them. Most LLMs are trained on single-turn prompts. But real conversations? They’re multi-turn, messy, and require context. CollabLLM is here to bridge that gap — and bring AI closer to feeling like a real teammate. ✨ K...
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3 weeks ago
11 minutes

Colaberry AI Podcast
We Built an Operating System for AI... But Is It Really One? | 24th July 2025
Send us a text Exploring Warmwind OS — a cloud-native AI platform redefining what it means to be an “Operating System” In this episode of the Colaberry AI Podcast, we examine the bold claims and real innovations behind Warmwind OS — a platform marketed as an "Operating System for AI." But does it truly meet the definition of an OS? We dive into the architecture, functionality, and debate surrounding whether Warmwind is just a web app—or the foundation of the next digital work revolution. ✨ Ke...
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3 weeks ago
10 minutes

Colaberry AI Podcast
Meta's Gigawatt AI Data Center Ambitions and Energy Challenges | 23rd July 2025
Send us a text How Meta’s Hyperion and Prometheus projects are redefining AI infrastructure — and energy consumption In this episode of the Colaberry AI Podcast, we explore Meta’s latest move to dominate the AI landscape by building some of the world’s largest AI-focused data centers: Hyperion and Prometheus. These facilities, aiming for gigawatt-level power consumption, signal a shift in how AI infrastructure is shaping not just technology—but the energy grid itself. We unpack the opportunit...
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3 weeks ago
8 minutes

Colaberry AI Podcast
Send us a text Reimagining How AI Generates Long-Form Research In this episode of the Colaberry AI Podcast, we explore Test-Time Diffusion Deep Researcher (TTD-DR)—a groundbreaking framework designed to push the boundaries of how Large Language Models (LLMs) conduct deep research. Unlike traditional methods, TTD-DR takes inspiration from human researchers, refining ideas step by step through a diffusion process while dynamically retrieving external knowledge. We’ll discuss how this approach e...