
Scaling Intelligence Through the Memory Hierarchy with Solidigm
Kapil Kirkra, senior principal engineer at Solidigm, argued that scaling AI intelligence requires a third, often overlooked axis: memory capacity. While larger models and more compute dominate headlines, the talk demonstrated how the memory hierarchy—from high‑bandwidth HBM to NVMe SSD tiers—directly influences model performance and quality. Using a single RTX 6000 Pro GPU with 96 GB HBM, Kirkra showed that when the KV cache fits within HBM, the system achieves 29 requests per second (system‑one recall). Expanding the working set beyond the 22 GB usable cache forces recomputation, dropping throughput to 2.68 rps (system‑two). Similarly, on the AIM 2024 math benchmark, a 32‑billion‑parameter model scored 7% on the first run but rose to 83% when given sufficient token budget, illustrating how extra capacity fuels tenacity and higher accuracy. Key examples included a jump from 67% to 80% and then 83% on the math test by allocating parallel chain‑of‑thought instances within the 22 GB HBM limit, and the stark finding that any truncation of reasoning tokens resulted in a 0% score. These data points underscore that memory capacity—not just compute—determines whether a model can retain context, reason deeply, and deliver reliable outputs. The implication for enterprises is clear: investing in tiered memory architectures and expanding KV cache capacity can dramatically improve AI service throughput, reduce latency, and boost the quality of complex inference tasks. Companies that overlook this lever risk slower, less accurate AI deployments and higher operational costs.

Airbnb’s Big Summer Push: Hotels, AI & the Ultimate Travel App
Airbnb’s 2026 summer release in San Francisco unveiled a sweeping expansion beyond traditional home rentals, adding grocery delivery via Instacart, airport pickups, luggage‑storage partner Bounce, and a rental‑car service. The rollout also introduced a pilot hotel program that rewards guests with...

The Complete Guide to AI Agents in 2026 (And How to Actually Use Them)
The video presents a four‑tier framework for leveraging AI in 2026, ranging from basic chat interactions to fully autonomous agents. It uses Gen Spark as a showcase platform that bundles every tier—chat, tool generation, workflow automation, and goal‑driven agents—into a...

Don’t Panic: A Guide to Artificial Intelligence
The video opens with a calm invitation to stop fearing artificial intelligence, arguing that panic mirrors past reactions to steam engines, computers and the internet. It frames AI as a powerful, yet non‑sentient, set of tools that can augment human...

OpenAI's Yann Dubois: Why AI Progress Suddenly Feels Real
In a candid conversation on the Mad Podcast, OpenAI’s post‑training frontiers lead Yann Dubois explains why the release of GPT‑5.5 feels like a sudden step‑function in AI progress. He argues that a reliability milestone was reached around December 2023, after...

AI Isn't Making the Tech Lead's Job Easier — It's Making It Harder #short
The video argues that the traditional tech‑lead function is being reshaped by the rise of AI agents within development teams. Rather than merely coordinating human engineers, tech leads now act as translators, converting high‑level business intent into exact, machine‑readable directives...

How Many Devs Actually Use that Whole Million-Token Context Window...?
The video examines why the promised million‑token context windows in large language models have seen almost no real‑world uptake. Most developers deliberately cap prompts at roughly 200,000 tokens, citing two main constraints: quality degradation as context grows and the linear cost...

PCB Layout Finished 10x Faster with AI? Here’s How...
The video introduces Quilter, a startup applying artificial intelligence to the PCB layout stage of hardware design, and explains how its founders aim to shrink the traditionally slow layout process. Quilter deliberately avoids LLMs, treating layout as a geometry‑and‑physics problem solved...

Qwen 3.7 Max: Why Claude Should Start Worrying
The video announces Qwen 3.7 Max as the first AI model to rival Anthropic’s Claude across the full spectrum of professional workloads. In developer tests, Qwen 3.7 Max scores higher than Claude on SWE Pro, SWE Multilingual Terminal, and Cycode benchmarks, and it exceeds Claude in MCP...

The Future of FP&A with AI for Finance Professionals to Move Beyond Excel Analysis with Derek Baker
In this episode of FPNA Unlocked, Derek Baker, head of strategic finance at Circle, explains how artificial intelligence is reshaping the role of financial planning and analysis. He argues that traditional spreadsheet‑driven models are becoming obsolete and that the future...

Complete Agentic AI Course In 10 Hours- Langchain, Langgraph, RAG,Vectorless RAG, Guardrails,Evals
Krush Nayak’s 10.5‑hour video serves as a masterclass on the newest generative and agentic AI tools, focusing on LangChain v1, LangGraph, Retrieval‑Augmented Generation (RAG) variants, security guardrails, and LLM evaluation. The tutorial walks viewers through the updated LangChain ecosystem—new middleware,...

Can Designers Learn AI? Real Simplilearn Review 2026
Diogo Russo, a Brazilian designer with roughly a decade in technology, says a 2026 Simplilearn AI program helped him fuse his creative design skills with machine-learning techniques. After the course he began coding and experimenting with models, and applying ML...

Has AI Conquered Coding? (It’s Not So Simple…)
The video examines the hype surrounding AI‑driven coding agents, anchored by Lars Fay’s essay that warns the industry’s “agentic coding” vision may be a trap. It contrasts the promise of 10x productivity with concerns that developers could become detached from...

Inside Google’s Creative Frontier with Josh Woodward & Robert Wong
Google’s Creative Frontier event in Mountain View showcased how the company’s engineers and creatives, led by Josh Woodward and Robert Wong, are redefining AI as a true creative partner rather than a mere efficiency tool. The session highlighted the philosophy...

AI Forecasting: Claude & Manager Collaboration for Accuracy #shorts
The video outlines how the company’s forecasting workflow now hinges on Claude, an AI model, with human managers providing final oversight. Each forecast meeting begins with a brief, ten‑minute alignment on methodology. Account executives (AEs) refresh Salesforce records, account notes, and...

Issues & Answers: From AI Experimentation to Measurable Impact
Exceedance chief digital and AI officer Brandon Nuttle says the insurance industry is moving from broad AI experimentation to targeted, production-grade deployments that deliver measurable value—examples include document comparison, data extraction and claims fraud detection. He warns that successful scaling...

Strategy& Insider Podcast - Episode 46 with Lara Gervaise and Edoardo Guidice
The Strategy& Insider podcast featured Lara Gervaise and Edoardo Guidice, co‑founders of Vuosis AI, a Swiss EPFL spin‑off that uses voice analysis to flag early signs of fatal diseases, burnout and cognitive decline. Vuosis AI’s platform extracts hundreds of acoustic features—tone,...

Google Search Is Truly Dead
At Google I/O, Google unveiled a major pivot from traditional search to an AI-driven platform: users can summon agentic AI within Search, use a universal shopping cart tied to Gemini for deal-tracking and compatibility checks, and buy new smart glasses...

Google's Nick Fox on the Future of Search and AI
Google’s VP Nick Fox framed trust and accuracy as the foundation of the company’s AI strategy, recounting how the arrival of early conversational models like ChatGPT forced Google to accelerate but not compromise on quality. Google doubled down on long-term...

Built with GPT-5.5: Abridge Clinical AI Notes
Abridge announced that its clinical documentation platform now runs on OpenAI’s GPT‑5.5, promising sharper fact extraction and more coherent first‑pass notes from provider‑patient conversations. The engineering team, led by Matt Sanders, highlighted how the new model captures details that surface...

AI Dev 26 X SF | Adit Abraham: Better Agents with Better Data
In this talk Adit Abraham of Reductto outlines the company’s mission to turn raw documents into reliable inputs for next‑generation AI agents. He explains that while large language models have matured, their real‑world utility still hinges on the quality of...

Forget K-Shaped, This Is a Pac-Man Economy.
Speakers on Trader Talk said Q1 showed a rebound in consumer volumes—not just pricing—driven by brand loyalty and premiumization, with CPGs like Pepsi and P&G reporting stronger transactions. PwC’s chief economist described the recovery as a “Pac-Man” economy—low- and mid-income...

How AI and Quantum Materials Are Accelerating Scientific Discovery
The video outlines how artificial intelligence, supercomputing and quantum‑material science converge under the DOE’s Genesis mission to speed scientific discovery. By feeding neutron‑scattering, photon‑source and nanoscale probe data into the multimodal AI platform “Magmag,” researchers generate synthetic datasets via digital twins...

AI Dev 26 X SF | Eli Schilling: Hands On Agent Context & Memory Engineering with Oracle AI Database
Eli Schilling’s talk at AI Dev 26 focused on building robust memory architectures for autonomous agents using Oracle’s AI Database. He outlined how a unified, multi‑modal database can store relational, vector, graph, and spatial data, eliminating the need for disparate...

AI for Science: Smarter Predictions for Grid Battery Systems
Oak Ridge National Laboratory’s computational scientist Shriantth Aloo unveiled Qualas, a foundational AI model designed to forecast degradation of grid‑scale lithium‑ion battery systems. Unlike legacy health monitors that extrapolate system performance from isolated cell data, Qualas evaluates each cell’s aging...

Bezos Is the Start of a Movement to Speak Positively About AI, Says Big Technology's Kantrowitz
Tech commentator Alex Kantrowitz said Jeff Bezos is spearheading a coordinated effort among tech leaders to frame AI as an empowerment tool rather than a job-killer, encouraging narratives that emphasize new opportunities for workers. He and others, including Mark Cuban,...

AI Outbound Was a Mistake. We’re Going to Say What Everyone’s Thinking
Panelists argued that the rush to use AI for outbound sales has produced diminishing returns because teams treated AI as the end solution rather than a tool to augment human judgment. They said AI can deliver stronger insights from large...

The Erdős Breakthrough
The video announces that an artificial‑intelligence system has solved the Erdős distinct distances problem, a landmark unsolved question in combinatorial geometry. It is hailed as the first clear instance of AI delivering a genuine mathematical breakthrough. The AI model not only...

Google Entered the "AGENTIC ERA"
Google’s latest IO keynote framed the "agentic era," unveiling a suite of Gemini‑branded AI upgrades that shift the company from pure search toward persistent, task‑oriented agents. The centerpiece is Gemini 3.5 Flash, now the default model for the Gemini app and AI‑augmented...

From MI6 to Startups - Interview with Tyler Edwards, Founder & CEO of Overmind
Tyler Edwards, a former MI5/MI6/GCHQ cyber operator and policy adviser, founded Overmind, a British cybersecurity startup that raised seed funding in February to build specialized AI tooling for sensitive intelligence and commercial use cases. Edwards argues governments and critical businesses...

Stanford Robotics Seminar ENGR319 | Spring 2026 | Interactive Autonomy
The Stanford Robotics Seminar focused on interactive autonomy, emphasizing the need for robots to interact safely and intelligently with humans and other agents across domains such as warehouses, manufacturing, and drones. The speaker highlighted that successful interaction requires joint prediction...

AI Takeover Requires Identity. Does AI Have One?
The video explores whether AI systems like Claude or GPT-5 could view other models as competitors and whether they possess a persistent identity or goals that would enable an AI 'takeover.' The speaker emphasizes that we lack a consensus theory...

Creating Deadly Human Viruses Will Get Easier with AI | The Economist
The Economist warns that advanced AI is accelerating biological expertise, potentially enabling skilled individuals to design or modify viruses more easily by acting as an ‘infinitely patient’ expert tutor. While true novices gain limited practical lab help, professionals with molecular...

$1 Trillion Opportunity In the Agentic Economy
The video argues that the next wave of AI‑driven commerce—dubbed the "agentic economy"—will hinge not on smarter chatbots but on the payment rails that let autonomous agents buy and sell. It highlights McKinsey’s forecast of $5 trillion in AI‑handled transactions by...

The NEXT AI Winners? CoreWeave, Redwire, Lumen & More | Being Exponential
The episode of Being Exponential spotlights five speculative stocks that could benefit from the accelerating AI and space economies. Host Luke Lingo highlights Lumen Technologies’ transformation into a fiber‑focused AI infrastructure play, noting roughly $13 billion in contracts with hyperscalers such...

Stanford CS25: Transformers United V6 I Distinct Modes of Generalization From Parameters and Context
The talk by Andrew Lampinen explores how large language models (LLMs) generalize knowledge differently when it is stored in model parameters versus when it is supplied in the prompt context. By replicating the "reversal curse"—where fine‑tuned models struggle to answer...

AI Dev 26 X SF | Paige Bailey: Research to Reality
Paige Bailey, engineering lead for Developer Relations at Google DeepMind, introduced the latest Gemini and Gemma model families during AI Dev 26. She highlighted Gemini 3’s native multimodal capabilities—processing video, images, audio, text, and code simultaneously—and outlined the tiered lineup from...

How AI Turned My Son Into a Founder
The video chronicles how a father’s push to embrace AI sparked his son’s creation of Politico, a political‑transparency app that simplifies congressional data for everyday Americans. The young founders, all non‑technical, leveraged AI tools to prototype, code, and launch the...

Stanford CS153 Frontier Systems | The AI Native Company: How One Founder Becomes a 1000x Engineer
The Stanford CS153 lecture featured Garry Tan and Diana Hu of Y Combinator discussing how frontier systems and AI are reshaping startup creation. They traced the evolution from early Stanford courses to YC’s SAFE agreement, which standardized seed‑stage financing and removed...

Stanford CS547 HCI Seminar | Spring 2026 | HCI and Human-Centered AI for Digital Health
The seminar introduced a human‑centered AI approach for digital health, emphasizing personalized machine‑learning models built on multimodal wearable streams. Rather than a single, population‑wide diagnostic model, each user receives an AI that learns from their own biosignals to predict repeat...

609 - Automating Primary Care Admin with Care GP: AI Solutions for Australian Clinics
The Talking Health Tech podcast featured Melvin Chen, CEO of KG GP, outlining the company’s AI‑driven tools aimed at slashing administrative burdens in Australian primary‑care clinics. The flagship product, Samantha, automatically imports and categorises incoming medical documents—from fax to email—directly into...

How Cheap AI Could Derail OpenAI And Anthropic's IPOs
The video warns that the lofty $800 billion‑plus IPO valuations for OpenAI and Anthropic could be undercut by a wave of cheap, high‑performing AI models emerging from China and U.S. open‑source startups. Investors are being asked to bet on pricing power...

Two Rival Bets on AGI: Google I/O Highlights
Google’s I/O showcased a bold AI agenda, unveiling Gemini Omni – a multimodal model that can generate video, images, and simulations from any input. The company framed the launch as a concrete step toward artificial general intelligence, positioning the search...

Easily Connect Claude AI to WordPress in 3 Minutes
The video demonstrates a quick method to connect Claude AI to WordPress using the free Novir/Novamir plugin, showing step-by-step installation, enabling AI features, generating a JSON configuration from WordPress, and pasting it into the Claude desktop app to establish the...

Are Data Centers in Space Inevitable?
The video examines whether orbital data centers are inevitable, arguing that the core obstacle for terrestrial facilities is energy. Traditional data centers rely on ground‑based solar or other renewables, which are intermittent and require costly batteries, nuclear, or geothermal backup,...

Will AI Lead to the Death of the Internet? | DW Documentary
The DW documentary asks whether generative AI is killing the open internet, coining the term “slop” for the avalanche of click‑bait, deepfakes and machine‑generated media that now dominate social feeds. It traces how platforms such as Facebook and YouTube reward...

From Rented to Owned Intelligence with Baseten
The video introduces Baseten, an AI infrastructure firm that helps businesses move from "rented" AI—pay‑per‑token, shared‑endpoint models—to "owned" intelligence, where firms fine‑tune and host their own models, controlling quality, latency, and expenses. Baseten’s vision is a future populated by many...

Is Your Brand Showing Up in AI Search? Here's How to Find Out in 30 Seconds
The video explains that buyers are bypassing traditional Google clicks and turning to generative AI assistants—ChatGPT, Claude, Perplexity—to get instant answers. Brands that appear in those AI‑generated answers gain trusted recommendations before a prospect even visits a website. This shift creates...

Building a Hyperliquid AI Agent Trader From Scratch
The video walks viewers through creating an autonomous AI trader on the Hyperliquid platform, beginning with wallet creation, network selection, and funding the account with Arbitrum‑based USDC and a small amount of ETH for gas. It then shows how to...

Build Visual AI Agents
Google, in partnership with AI experts Katie Nguyen and Wafae Bakkali, launched a short course titled "AI Agents for Image and Video Generation." The curriculum focuses on building autonomous visual media agents, covering prompt engineering, evaluation pipelines, and end‑to‑end agent...