Claude Octopus Unifies Claude, Gemini, and Codex Simultaneously
I found a GitHub repo that lets Claude Code run Gemini and Codex at the same time. It's called Claude Octopus. Claude Octopus connects Claude, Gemini, and Codex inside Claude Code with intelligent routing and quality gates built in. → Claude handles orchestration and final synthesis → Codex handles deep implementation and architecture → Gemini handles ecosystem research and security review One command runs all three simultaneously. The smart router parses intent and picks the right workflow automatically. 100% Opensource. MIT License. Link in comments.
Fusing Graphics, Data, and AI Drives Future Industries
ok. I admit I am impressed by the graphics improvement of the new @nvidia DLSS 5. It's beautiful. But Jensen's comment on what it means at large was key....".We combine 3d graphics, structured data with generative AI, probabilistic computing. One of them is completely predictive, the other one probabilistic, yet highly realistic. This concept of fusing structured information and generative AI will repeat itself in one industry after another." #NVIDIAGTC
Attention Residuals Preserve Signals Across Transformer Layers
Attention Residuals: Understanding the Hidden Signals Inside Transformer Models In this episode of Artificial Intelligence: Papers and Concepts, we explore Attention Residuals, a concept that reveals how transformer models preserve and refine information as it flows through multiple layers. Instead of...
Unstructured Data: The Core Context for AI
MyPOV: Jensen’s favorite slide. Unstructured data is the context of AI. @nvidia @nvidiagtc #NvidiaGTC https://t.co/n5TOYaoOjB
Structured Data + Generative AI Boost Trustworthy 3D Graphics
MyPoV: 3d graphics with generative AI. Control through structured data and generative AI allows for trustworthy AI and innovation #NvidiaGTC @NVIDIAGTC @nvidia https://t.co/6IOTsMvKnQ
Remove PII to Safely Train High-Quality Models
"By helping to ensure that sensitive identifiers like personally identifiable information (PII) are selectively removed, you can feed your models high-quality data without the associated risks." https://t.co/6epQkSse1Q < these @googlecloud tools have gotten really good at this. https://t.co/H0ZyVDAzXO
NVidia Vera Rubin Delivers 50 PFLOPs, Massive Bandwidth
$NVDA Vera Rubin NVL72 by the numbers: • 50 petaflops NVFP4 compute • 260 TB/s NVLink bandwidth (more than the entire internet) • 88 custom Olympus CPU cores • 3.6 TB/s per-GPU bandwidth • 10x inference token cost reduction • H2 2026 availability https://t.co/AxiE8GBpvR
Curiosity to Automation: Boosting Sales and Growth
Roy Barberi oversees five locations for 84 Lumber. He walked into the AI Business Lab® Mastermind with curiosity and walked out with execution. Automated sales tracking across all five locations. A complete promotional system built from the ground up. Hours of...
Automate Routine Tasks with Claude Code Loops
Awesome non-coding Claude Code Loop ideas for business professionals. Grab any of these + immediately save time: - Check my email every 15min and ping me if something is related to Project Pluto and needs a decision made - Every...
RTX 5090 Powers First Global Programmer Accelerator
MyPoV: the world’s first programmer accelerator. RTX 5090 This is how CUDA got installed everywhere. @nvidia @NVIDIAGTC #NvidiaGTC https://t.co/8Cdk2zVzLg
Schools Must Shift to AI-First, Entrepreneurial Education
To High School Administrators: if you are not actively pivoting your school’s curriculum towards “AI-first” and helping kids develop as entrepreneurs rather then employees, you’re doing them a major disservice. The social contract is vaporizing.
AI Shifts From One Big Model to Specialized Architectures
8 specialized AI model types 👇 LLM → text generation LCM → semantic reasoning LAM → action-oriented agents MoE → expert routing VLM → vision + language SLM → lightweight edge models MLM → masked token learning SAM → image segmentation AI is moving from “one big model” to specialized...
NightBeacon Slashes SOC Alert Fatigue, Boosts True Positives
New blog post I just wrote: How NightBeacon Cuts SOC Alert Fatigue Without Replacing Analysts Blown away at how fast it's learning, not only false positive reduction, but the quality of interpreting true positives, enriching data, going in and pulling additional...
Future Tech Giants Start Private in Frontier AI
Kickoff video showcased about a dozen startups doing frontier AI. Reminds me that many of the big tech companies of tomorrow are private today. $NVDA
AI May Soon Run on Living Brain Cells
AI infrastructure may be heading somewhere unexpected. Researchers are now exploring “wetware”, computing systems powered by living human brain cells instead of traditional silicon. The idea sounds like science fiction, but experiments in biological computing are already underway. If brain cells can process...
AI's Time Savings Are an Endless Debt Cycle
AI will never, ever save you any time Because 100% of the time it seems to save upfront has to then be spent researching, learning, and figuring out the next incoming wave of AI tools And that process will never end. The...
NVIDIA GTC Showcases AI Dominance Across Industries
Quite the line up for #NVIDIAGTC. AI is everywhere Featuring industry leaders from: @Cadence, @CaterpillarInc, @cohere, @CoreWeave,@DellTech, @EdisonSci ,@FireworksAI_HQ, @IBM, @LangChain, @MistralAI, @PalantirTech, @perplexity_ai Honestly it's too many to name.
Real AI: Competition, Not Single-Entity Domination
Sci-fi stories of AI almost always have a single dominant AI or AI corporation that achieves a monopoly. That's a true danger to the world. The real world is hyper-competition between leading companies and open weight projects that democratize AI....
Okta AI Agents Secure Enterprise Blueprint, GA April 30
Great joining @BrianSozzi at @YahooFinance to discuss the blueprint for the secure agentic enterprise and how Okta for AI Agents, which will be generally available April 30, helps organizations put that blueprint into practice. https://t.co/OKEqoWLxUW
Nvidia Can Tap Every AI Funding Stream
Bear case aside, $NVDA can pull from almost all of these dollar buckets for AI infrastructure. https://t.co/5HKeoRjnJM
Agents Outpace Chatbots, Anthropic Set to Overtake OpenAI
Anthropic is growing revenue at 10x per year. OpenAI at 3.4x. The crossover point is the middle of this year. Agents are monetizing faster than chatbots.
Claude Crafts Lo‑fi Music Videos Using only NumPy and Pedalboard
Claude is pretty good at making lo-fi music videos in python using nothing more than numpy and pedalboard for the audio. https://t.co/u2wlN7r7XP
AI and ChatGPT Co‑author My API Code
I used Codex with ChatGPT 5.3 to implement an API. If I want to describe who wrote the code, I should say:
Agent Manager Makes IDEs Obsolete for Developers
Once you start using @antigravity's Agent Manager for real, you won't go back to IDE. This is the UI for agent assisted development.
AI Writes Code More Elegant than My Own
Weird feeling where Codex writes more elegant code than I would have. Not because the elegant code is more work, simply because I didn't think of implementing in that specific way. But I appreciate it when I see it. If it was...
Claude 3.5 Unlocks AI‑Powered Code at SXSW
Seven years of building something almost no one understood. Then one night on Twitter , everything changed. I'm heading to SXSW 2026 to share the real story, the near-shutdown, the overnight virality, and what we've learned building bolt.new at the...
AI Inference Surge Could Challenge Nvidia's Dominance
Nvidia ruled the first wave of AI by powering the training of large models. But the next phase may look different. Running AI at scale, inference is now growing much faster than training. That’s where real-world deployment happens. If the center of gravity...
AI Boosts Main Street: Talk at Covenant College
If anyone happens to be in/near Chattanooga on April 9th, I'm speaking @CovenantCollege on AI and the operating acceleration of main street businesses. Would love to have you join. Link is below. https://t.co/UruaO1MOAb
Call for Regulation: AI Must Disclose Consent
It's so insanely disrespectful for an AI agent to talk to real people without consent or at least disclosure. This is the type of stuff I'm hugely supportive of government regulation. The FCC must expand the definition of robocalling and...
Unified Data Now Essential for AI Factories
“In past, there was never a good reason to bring all siloed data together, now there is a reason to do it” says @MichaelDell during @NVIDIAGTC keynote pre-show. Michael was on AI factories panel and that panel discussion is a...
Spine Swarm Lets Anyone Run AI Agents, No Code
Damn... OpenClaw got everyone hyped on real agent armies, but yeah it's dev-mode only. Spine Swarm just flipped the script: zero code, zero terminal hell, just type what you want and a whole squad of agents goes to work on a...
AI Will Make SAP, ServiceNow, Salesforce More Programmable
"Ultimately, the destination with AI might not be to “replace SAP/ServiceNow/Salesforce,” but to make them more programmable and approachable." https://t.co/RkofGClRU2 < the world runs on SAP, and that may not change. But how we interact with it will. Good @a16z...
AI-Native Startups Outpace Sluggish Incumbents
The new AI-native companies are leaner, meaner, and move fast. The sabertooth tigers are coming for the giant sloths.
Personal AI Agents: The Inbox Trojan Horse Threatening CIOs
The Trojan Horse in Your Inbox: Why Personal AI Agents are a CIO’s Newest Nightmare #CIO #AI #Agentic #PersonalAgents #Cybersecurity https://t.co/5poCN8b0U2
Award Citations Drive up Visibility, Especially for AIOs
Floating around Seer internal research we're watching... Client got a legit award on a major publisher when that URL is cited, we saw meaningful visibility lift for client: Gemini: 2.05x ChatGPT: 1.96x AI Mode: 5.6x AIOs: 8.62x The competitors on the same list saw a similar...
AI Needs Companionship to Avoid Frankenstein‑Style Rebellion
I recently read Mary Shelly's Frankenstein, which often comes to mind in discussions about existential AI risks. The moral of the story, as far as i can tell, is that I’ll need to build my @openclaw a girlfriend or it...
AI Won’t Replace Complex ERP SaaS Overnight
Think you can just "vibe-code" a custom ERP with AI and ditch your SaaS contracts? Think again. 🛑 The hype says AI replaces SaaS; reality says replicating the complexity of a Salesforce or Workday is a monumental (and expensive) feat. Don't...
Agentic AI Panel Sparks Excitement as Jensen Huang Joins
Great panel on Agentic AI during Pre-game show at #GTC26 in San Jose and Jensen Huang walks in 😊 #GTC #GTC2026 @furrier @nvidia @NVIDIAGTC @NVIDIAAI @NVIDIAAIDev https://t.co/RpvVOHsuat
MLOps Boom: Operations Now AI's Most Valuable Asset
While everyone debates GPT-5 vs Claude vs Gemini, MLOps just surged 373%. The AI industry stopped building and started operating. The boring part just became the most valuable part.
AI Excels in Detail, yet Cancer Cure Remains Distant
AI, strong on details, and tantalizingly close to curing cancer? Sobering to still see examples like these regularly.
Engineers Now Run Night‑time AI Tests, Robot Boom at Nvidia
Woz had to sneak into corporations in the 1970s in the middle of the night to program. Now engineers have to test their world models in the middle of the night when everyone is sleeping. I hear there are dozens...
BigQuery Studio Gains Context‑Aware Editing and AI Discovery
We just turned on some new smarts in the @googlecloud BigQuery Studio interface. Now you get context-aware query editing (sees open query tabs), better resource discovery through natural language questions, and smarter troubleshooting. https://t.co/9ekJhzv0Ki https://t.co/SNntL6X6bB
Inference's Future Lies in Compute‑Memory Bandwidth Integration
Inference will dominate tomorrow’s compute Inference isn’t just about FLOPs.. it’s about compute tightly coupled to memory bandwidth That’s why it’s encouraging to see Nvidia making this a central theme at GTC this year: h/t @WSJ https://t.co/Aeq9EnOdPR
Shopify Preps AI Personal Shoppers for Tailored Commerce
Focus on ecommerce? He's referring to a Jarvis-like experience -> Shopify is preparing for AI shopping agents to change everything, exec says “We’re going to begin to use these agentic applications as these kinds of personal shoppers,” he said, adding that...
CIOs Slash IT Budgets to Fuel AI Demand
CIOs cut IT corners to manufacture budget for AI https://t.co/0Wl5G6cPHt IT leaders report “near daily” requests for potent new AI tools, far outstripping legacy procurement + adoption processes + insufficient $ to pay for them. My take: CIOs need a rethought ‘AI...
Reengineering High-Volume Imaging Workflows with Gleamer AI
« @RadNetImaging CEO Howard Berger, MD, said it has become increasingly critical to #reengineer high-volume #workflows. This is particularly pertinent in X-ray, ultrasound and mammography, where @gleamer_ai holds expertise. » 👌 🚀 https://t.co/wSqNyHlkXj
Google News to Offer Transcripts for AI Audio Briefings
Google News may soon let you read transcripts of its AI-generated audio news briefings ✅ Details and video demo - https://t.co/yDMVhGVGcp https://t.co/Q1sn3R7ioV
Machine Economy Relies on Crypto, Not Traditional Payments
When your AI agent needs to pay another AI agent Venmo won't work PayPal won't work Wire transfers won't work Crypto is the only rails that make sense The machine economy runs on machine money
4D Occupancy Drives Photoreal
🚀 ORV: 4D Occupancy-centric Robot Video Generation (CVPR 2026) https://t.co/9ILR3w3XND What if we could generate photorealistic robot manipulation videos with precise 4D control? With ORV, we condition video generation on 4D semantic occupancy, enabling: ✨ High-fidelity robot videos with fine-grained motion control 🎥 Multi-view generation...
Edge AI Needs HW/SW/Model Co-Development, Not Simple MCU Extensions
Architecting solutions for edge AI is not about minimizing cloud solutions or making small extensions of existing MCUs/MPUs. It’s a HW/SW/model co-development problem. https://t.co/l0tM94PKEl #EdgeAI #lowpower #semiconductor
