Why Most Candidates Use AI Wrong for System Design Prep (And the Workflow That Actually Works)
Candidates preparing for system‑design interviews are misusing AI by copying generated solutions instead of practicing synthesis. The post argues that reading AI‑crafted designs creates an illusion of competence, while interviewers assess real‑time problem‑solving and trade‑off reasoning. It proposes a workflow where AI acts as a mock interviewer, generates fresh design prompts, probes edge cases, and condenses reference material, keeping the learner actively engaged. By shifting AI from answer source to supportive tool, engineers can build genuine mental models and improve interview performance.
Uncovering Hidden AI in Commercial Artwork
Artificial intelligence is increasingly used to create commercial artwork, yet producers often hide this fact. Professor Jacob Noti-Victor argues that financial incentives and current copyright rules encourage non‑disclosure, depriving consumers of informed choices. He documents the ethical and market harms...
Talking to Machines: What AI Can’t Tell You About Itself (Ch. 3-4)
The author reflects on three years of daily AI use, distilling nine breakthroughs that blend practical prompts with deeper understanding of model behavior. Chapters 3 and 4 emphasize the importance of interrupting AI conversations early to avoid generic, over‑polished output...
Anthropic Is Reportedly Testing Its Own AI Chips: No Product yet, but a Clear Signal in the Infrastructure Race
Anthropic is reportedly evaluating the development of its own AI accelerators, though no product or dedicated team has been confirmed. The move follows a surge in Claude’s demand, with projected 2026 revenue surpassing $30 billion, up from $9 billion in 2025. Anthropic...
AMD Ryzen AI 400, Aka “Gorgon Point”: Lots of New Model Names, but Based on Current Information, It Appears to...
AMD officially launched the Ryzen AI 400 series, codenamed “Gorgon Point,” in early 2026. The lineup re‑uses Zen 5/Zen 5c cores and RDNA 3.5 graphics from the earlier Strix Point and Krackan Point APUs, with modest clock‑speed and SKU tweaks rather than a new architecture. Desktop variants now...
AI: Yes, It’s Coming for Your Job
AI is rapidly automating transactional supply‑chain functions, from matching purchase orders to invoices to routine sourcing and shipment tracking. The post estimates a 95% reduction risk for procurement clerks and a 70% risk for purchasing agents, while highlighting that strategic,...
Dave Newman on Operationalizing AI in the Modern Health System — Sanford Health | VIVE 2026
Sanford Health, the nation’s largest rural health system, announced it has moved AI from isolated pilots to full‑scale operational use. Chief Medical Officer Dave Newman highlighted an agentic AI nurse that automates patient outreach and scheduling, and predictive models that...
Kevin Wang on How Ambient AI Is Solving Healthcare’s Hidden Burnout Crisis — Suki | VIVE 2026
Kevin Wang, chief medical officer of Suki, explained how the company’s ambient clinical intelligence is evolving from a simple dictation tool into a platform that embeds AI across electronic health records, telehealth and care‑management systems. By automating documentation, clinical reasoning...
Anil Jain, MD, FACP on The Prerequisite Infrastructure for Autonomous Healthcare — Innovaccer | VIVE 2026
Dr. Anil Jain, Chief Innovation Officer at Innovaccer, outlined the foundational infrastructure needed for autonomous healthcare during a VIVE 2026 interview. He highlighted the Gravity platform as an AI‑orchestration engine that links analytics to automated operational workflows, targeting high‑cost bottlenecks...
Bob Farrell on Applying E-Commerce Engagement to Healthcare — mPulse | VIVE 2026
Bob Farrell, executive at mPulse, explained how the company adapts e‑commerce engagement tactics to health‑care. By deploying conversational AI and omnichannel channels—SMS, email, rich‑media—mPulse delivers personalized outreach that nudges patients toward preventive screenings and medication adherence. Bain’s 2026 study cites...
Kempton Presley on Building the AI Data Foundation for Medication Adherence — AdhereHealth | VIVE 2026
Kempton Presley, CEO of AdhereHealth, emphasized that clean, unified health data is the essential foundation for any AI‑driven medication adherence solution. He warned that dirty, siloed claims and clinical feeds can cause AI hallucinations, mis‑triaging, and patient harm. AdhereHealth’s platform...
Eli Ben-Joseph on The AI Co-Pilot that Reads the Entire Medical Record — Regard | VIVE 2026
Regard’s AI co‑pilot, led by co‑founder Eli Ben‑Joseph, claims to ingest and synthesize 100% of a patient’s electronic health record in real time, addressing the industry‑wide problem that physicians only review roughly 3‑5% of available data during a typical visit....
Maneesh Goyal on Unlocking Clinical Data for Global Discovery — Mayo Clinic Platform | VIVE 2026
Mayo Clinic Platform, led by COO Maneesh Goyal, is building a global network that pools de‑identified, longitudinal clinical data to power AI‑driven discovery. The initiative already runs more than 300 predictive algorithms that can flag disease before symptoms emerge, shifting...
AI in Finance and Banking, April 15, 2026
Wall Street banks announced a combined 5,000 layoffs in Q1 2026 even as they reported record earnings, underscoring a shift toward AI‑driven efficiency. OpenAI’s acquihire of Hiro Finance brings advanced financial‑reasoning models into its vertical AI suite, while Oracle Financial...
Model Drift: When AI Models Lie and What Internal Audit Must Do About It
Model drift—gradual degradation of AI performance—poses a hidden risk that can silently erode business outcomes. The article breaks drift into three forms: data drift (changing inputs), concept drift (shifting relationships), and output drift (altered score distributions). Regulators, courts, and boards...
AI Is Outpacing the Systems Built to Govern It, Stanford Report Finds
Stanford’s 2026 AI Index reveals a surge in global AI investment, now exceeding $200 billion, alongside a sharp rise in safety incidents. The report notes a narrowing performance gap between the United States and China, shrinking to roughly five percent. These...
Apple Is Sending Hundreds of Siri Programmers to an AI Coding Bootcamp Two Months Before Its Expected Siri Revamp at...
Apple will send up to 200 Siri engineers to a multi‑week AI‑assisted coding bootcamp ahead of a major Siri overhaul at WWDC. The core Siri team will shrink to about 60 developers and 60 evaluators, reflecting internal criticism of bloat...
Assessing the State of AI Adoption Across the Federal Government
Three consecutive U.S. administrations have placed AI adoption at the top of the federal agenda, most recently through the Trump administration’s AI Action Plan. Recent inventories show a rapid acceleration of AI projects between 2023 and 2025, yet usage remains...
Inside an 'AI-Native Law Firm' Started by Cooley, Fenwick and Thomson Reuters Veterans
Javed Qadrud‑Din, a former Cooley, Fenwick and Thomson Reuters executive, has launched an AI‑native law firm that embeds generative AI into every client service and internal workflow. The firm’s technology stack combines proprietary large‑language models with Thomson Reuters legal data...
WP Engine Survey Finds 72% of Digital Agencies Have Already Adjusted Their Development Practices to Build AI-Friendly Websites
A WP Engine survey of 214 web‑agency professionals shows 72% have already tweaked development and design workflows to accommodate AI agents alongside human visitors. Sixty‑three percent are actively spending on AI tools and platforms, signaling a rapid pivot toward what...
Karpathy’s AI Second Brain: A Guide to Building Your Own
Andrej Karpathy proposes an "AI second brain" that stores raw research files, AI‑generated markdown wiki pages, and output artifacts in a unified folder structure. A single instruction file guides a large language model to continuously organize, link, and summarize the...
Google Launches a Native Gemini App for Mac with a Quick-Access Shortcut, Screen Sharing, and Image and Video Generation
Google unveiled a native Gemini app for macOS 15 and newer, accessible via an Option + Space shortcut that summons the AI assistant from any screen. The app lets users share their screen for contextual help and pull in local files without...
TMTB: Nvidia's CEO Jensen on Dwarkesh Podcast - Key Quotes (NVDA)
Nvidia CEO Jensen Huang told the Dwarkesh podcast that the company’s 70% gross margin and fixed‑price strategy give it a pricing advantage over competing ASICs. He argued Nvidia’s performance‑to‑cost (TCO) ratio is unmatched, citing its token‑per‑watt efficiency and annual generational...
Adobe’s AI Just Got Promoted
Adobe unveiled its Firefly AI Assistant, a conversational agent that carries creative context across its suite—including Photoshop, Illustrator, Premiere, Lightroom, and After Effects. The assistant introduces AI Markup for point‑and‑click edits and Precision Flow, which lets users generate and refine...
AI Transforms Workers Comp for Brokers
Workers’ compensation brokers are moving from pure quoting to strategic risk‑advisory roles as employers demand deeper insight into safety and cost control. Surveys show 69% of employers now prefer advisory relationships, while 56% of claims professionals feel overloaded by claim...
AGI Is Old News
Nvidia’s Blackwell architecture, announced in March 2024, only reached consumer‑ready models by late 2025, a roughly twenty‑month lag from keynote to usable intelligence. Early Blackwell‑powered models like Anthropic’s Claude Mythos have already sparked emergency meetings among central banks due to...
Introducing OKFN’s AI Learning Labs
Open Knowledge Foundation (OKFN) announced AI Learning Labs, a new initiative that pairs hands‑on AI experimentation with the creation of public, multilingual AI‑literacy resources for social‑sector organisations. The programme will work with a small cohort of NGOs tackling climate change,...
Coordinate Convergence and Calm Complexity
HighByte partnered with Amazon Web Services to give Brazilian glassmaker Vivix Vidros Planos a scalable industrial data‑fabric built on the Intelligence Hub platform. The solution curates, normalizes and contextualizes OT data from PLCs, SQL servers and edge devices before publishing...
We're All Building a Single Digital Assistant
Daniel Miessler argues that the future of personal AI converges on a single, unified digital assistant—an AI with a consistent identity, memory, and personality that acts as the sole interface for all tasks. He highlights emerging trends such as OpenAI's...
DefenseClaw, MAESTRO, and the Security Boundary Agentic AI Has Been Missing
DefenseClaw is an open‑source security control plane built for the OpenClaw autonomous AI agent. It centralizes asset scanning, AI Bill of Materials generation, policy enforcement, and optional NVIDIA OpenShell sandboxing to protect both supply‑chain and runtime operations. By integrating Cisco...
The Blueprint Behind Products Winning in AI
The 2026 Q1 AI & Data Product Awards Guide highlights a shift in top AI products from novelty to operational impact. Winners embed intelligence into core workflows, focus on tangible outcomes like reduced cycle time and cost, and increasingly act...
🔴 Career Brew (🎓☕) - 15th Apr - 59 Hottest Early to Mid Career Jobs - Do Not Miss
Leland is launching AI Builder Week, a free four‑day virtual program designed to help non‑technical professionals automate their work and build simple AI agents. The curriculum spans job‑automation audits, Claude Code setup, and role‑specific AI customization, running from April 20‑22....
My AI Learning Journey – Part 6 – A Reverse Proxy for the LLM GUI
The author explains how to secure Open WebUI (OWUI) for Ollama by adding a reverse proxy, since OWUI only offers HTTP. Because the OWUI host lacks a public IP, a double‑proxy setup is used: an external Caddy instance forwards requests...
TA vs AI: The Truth About AI Recruiting Mistakes
A 2026 Talent Acquisition Trends Study of nearly 1,000 hiring leaders found that 82% experienced added friction after deploying AI, and eight‑in‑ten said the technology fell short of expectations. Only 22% blamed the tools themselves; the remaining failures stemmed from...
How to Delegate to AI Without Lowering Your Standards
AI product manager Karo Zieminski and researcher Eva Keiffenheim discuss how they delegate tasks to Claude Cowork without compromising quality. They emphasize framing prompts around the desired outcome, feeding the model finished work for repurposing, and using it to handle...
Tesla Finalizes AI5 Chip Design, Elon Musk Makes Bold Claim on Capability
Tesla announced that its AI5 chip has completed the tape‑out stage, clearing the final hurdle before mass production. Elon Musk clarified that the existing AI4 hardware already delivers safety performance superior to human drivers for Full Self‑Driving, so AI5 will...
7 NotebookLM Prompts That Replace Hours of Small Business Busywork (2026)
NotebookLM lets small‑business owners upload competitor PDFs, website URLs, and marketing decks, then ask the AI to synthesize a side‑by‑side analysis of pricing, services, and positioning. The tool draws only from the uploaded files, providing answers with clickable citations that...
Why ChatGPT and Claude Keep Disappointing You
Most ChatGPT and Claude users see disappointing results because they rely on default, session‑only interactions. Power users unlock advanced features—Projects, Memory, Custom Instructions, Cowork, Skills, Plugins, Connectors, and scheduled tasks—that turn the bots into persistent, context‑aware assistants. The article provides...
C’est Presumé: France’s AI Copyright Shortcut
The French Senate has introduced a bill that creates a legal presumption that AI systems have used protected works whenever there is any plausible indication of such use. The proposal flips the evidentiary burden, forcing AI developers to prove they...
Why Most “AI for Facilities” Is Still Just Expensive ChatGPT in a Hard Hat
Most facilities‑management AI pilots have flopped – about 95% failed to deliver scalable value in 2025, largely because legacy building data is messy and costly to clean. Data‑readiness alone can consume 70‑75% of a project’s budget, leaving generic chat‑GPT‑style tools...
AI Agents Are Changing Business: 10 Platforms You Need on Your Radar
AI agents have moved beyond simple Q&A to autonomous digital coworkers that can plan, decide, and act across business processes. A new roundup highlights ten practical platforms—from Google Vertex AI and Microsoft Copilot Studio to Amazon Bedrock AgentCore and OpenAI...
Take Action Now: Challenge Sam Altman and the New AI Oligarchs
The post decries OpenAI’s willingness to supply the U.S. government with AI tools after Anthropic refused a contract over surveillance and autonomous weapons concerns. Anthropic was swiftly banned from federal use, while OpenAI stepped in, prompting a petition demanding CEO...
7 Steps to Mastering Language Model Deployment
The article outlines seven practical steps for moving a large language model (LLM) from a prototype to a production‑ready system. It stresses the importance of a clearly defined use case, selecting a cost‑effective model, and building a modular architecture with...
Advanced Deep Learning Interview Questions #25 - The Adversarial Objective Trap
In a senior generative‑AI interview at DeepMind, the candidate is asked why a fast, high‑quality GAN would fail an enterprise client that demands full long‑tail diversity. The answer lies in the generative learning trilemma: GANs can only excel at two...
UW System Launches Free AI Literacy Series: The AI Skills Access Passport
The University of Wisconsin System introduced the AI Skills Access Passport (ASAP), a free seven‑episode video series aimed at boosting AI literacy among the general public. Each two‑minute episode breaks down core concepts such as how AI generates content, recognizing...
How to Do Competitive Positioning with AI (Step by Step)
The post introduces an eight‑prompt framework that uses generative AI to convert raw competitor feature inventories into actionable positioning language. By feeding each prompt’s output into the next, founders can produce a market‑weakness map, a ranked gap list, five positioning...
Why Parallel Workflows in Devin AI Are Changing Software Deployment
Devin AI introduces parallel workflows that let multiple AI agents tackle distinct coding tasks at the same time, dramatically cutting development bottlenecks. Integrated directly with GitHub, the platform audits repositories, generates contextual pull requests, and synchronizes updates with project objectives....
Step 3.5 Flash Is Free in Kilo
Step 3.5 Flash, Stepfun’s open‑weight AI model, is now available at zero cost within Kilo Code and KiloClaw for a limited period. The model delivers 100‑300 tokens per second thanks to its 3‑way Multi‑Token Prediction (MTP‑3) architecture and tops the...
The Art of Human Prompting: Why the Most Important Questions in an AI-Powered Organization Aren't Asked to Machines
Ninety‑seven percent of executives report deploying AI agents in the past year, and 35% of enterprises have adopted agentic AI that can act autonomously. While organizations pour money into prompt‑engineering and AI toolkits, investment in training humans to think alongside...
How to Share Your AI Context and Skills Across Devices
Claude Code users need a reliable way to share AI context files and custom skills across multiple devices and team members. The author tested Dropbox, iCloud, GitHub, and Obsidian Sync, exposing path‑dependency issues, skill‑folder limitations, and steep learning curves. After...
