Intel Poised for Agentic AI Surge, Nvidia Also Benefits
I wrote on $INTC on March 29th as a new idea based on Agentic AI requiring more server microprocessors per gigawatt versus chat-based AI. Though the stock is up over 50% already since then, I think there is more upside over the course of the year in Intel based on new advanced packaging deals with hyper-scalers later this year and foundry agreements early next year. In addition, there is the optimistic scenario of them being more intimately involved in the buildout of TeraFab with Elon Musk. But I believe there is another idea that might be an overlooked beneficiary as well. Custom ASICs seem to be taking share from GPUs with each new announcement by $GOOGL with their TPUs, $AMZN with Tranium and $MSFT with Maia, not to mention companies like OpenAI and Anthropic looking to potentially design their own ASICs. But I believe, $NVDA is also a beneficiary as Agentic AI ramps. When training a LLM, the algorithm is doing the same thing over and over again which was perfect for an ASIC in 2023 and 2024 when that was the majority of AI workloads. As chat-based AI interactions ramped in 2025 overtaking training as the main workload, this was also fairly good for ASICs. Interactions were mostly staying within the LLM being engaged. However, with Agentic AI taking off with the formalization of OpenClaw in late January of 2026, multiple LLM models might be getting accessed for different tasks and many external tools or APIs might be engaged. In this case, with the server microprocessor orchestrating these different actions, it is hard to beat Nvidia for the complex reasoning needed compared to a specialized ASIC. I think the recent deal between Anthropic and Coreweave which runs on Nvidia GPUs is a tangible proof point in this regard. Google and then Amazon invested in Anthropic in 2023. As a result, Anthropic’s primary training and inference workloads have historically been driven by custom silicon. Anthropic is the fastest growing at scale AI company in the world having gone from $9B in run-rate revenues at the end of 2025 to $19B by early March of 2026 to $30B by early April. The deal signed on April 10, 2026, between Anthropic and Coreweave represents a strategic pivot. It isn't Anthropic's first use of GPUs, but it is their first major move to treat NVIDIA GPUs as a third production pillar outside of the two big tech hyperscalers. The CoreWeave agreement captures the first volume shipments of Nvidia’s Vera Rubin GPUs in the second half of 2026. To be fair, this does follow Nvidia’s $2B investment into Anthropic earlier this year. But Nvidia’s ownership of Anthropic is still in the low single digits compared with Amazon and Google which are both estimated to be in the low double digit to mid-teens range including warrants. As for Nvidia’s stock, it has roughly traded sideways since the end of July last year and has slightly underperformed the S&P and Nasdaq. But reported quarterly earnings since then have gone from $44.1B in revenue with EPS of $0.96 to $68.1B (+54%) with EPS of $1.62 (+69%) most recently. As a result of this earnings ramp, Nvidia’s current PE is an undemanding 24x CY26 versus the S&P of 21x with the agentic ramp having just been kick started by OpenClaw earlier this year. I see upcoming earnings as a result being strong. While the multiple could always continue to compress given legitimate concerns around circular financing and OpenAIs spending plans among other things, Agentic AI token generation is 10-100x that of Chat-based AI. I see Nvidia as an under-appreciated way (and yes it sounds ridiculous to say that about Nvidia to some degree) to play that theme.
Rebuild Your Tech Stack for Scalable AI Agents
Your AI Strategy Needs A Rebuild Before Agents Break It #AI agents are moving from pilot projects into real business roles, but many companies are discovering that their #cloud #infrastructure , #security models, and #workflows were built for people, not...
US Labs Lead Frontier AI Race by Months
And this is a very generous definition of notable. If we are talking frontier models, only the US and China that are even in the race. And that obscures the fact that the Big Three US labs really do seem to...
Anthropic Hands Mythos to Sole Trusted Individual
Anthropic turning over Mythos to the only person who can be trusted with it https://t.co/9OizaQBvlu
AI's Convenience Trades Privacy for Trust
The most dangerous thing about AI may be how helpful it feels. That is what more people are starting to realize. AI now drafts our emails, summarizes reports, helps us code, manages calendars, and answers questions in seconds. Convenient, impressive, efficient. But none of...
AI Threatens Medical Expertise; Recommendations to Prevent Deskilling
In today's @washingtonpost, a terrific piece on the risk of AI-based deskilling in medicine, along with some sensible recommendations. I'm quoted, along with @CarlaPughMDPhD. Authors: Rebecca Adams/Laura Landry. https://t.co/eDlBmNvyXV
Data Literacy Gap Causes 95% AI Project Failures
The Data Literacy Gap: Why 95% of AI Projects Fail - Digital Download https://t.co/Hm2A7Yq1jJ via @DLAIgnite #SocialSelling #DigitalSelling #Leadership #ArtificialIntelligence #Tech #TechNews #AgenticAI #AIAgents #Agentic #AI #FutureOfWork #Strategy https://t.co/DJTBfHfZIM

Blueprint for Secure, Scalable Enterprise Search Deployment
Moving enterprise search from a prototype to a secure, full-scale production environment is a complex hurdle. 🔍 There is a great step-by-step blueprint available for deploying the open-source NVIDIA AI-Q template to build scalable, "agentic" search stacks integrating private data....
AI Tools Boost Security for Lean FinTech Teams
Excellent write up on what a leading FinTech (with a compact, but good security team) can do to improve security with AI tooling.
Stanford AI Index Reveals Growing Public Hostility Toward AI
Today's Stanford AI Index shows that people hate AI. The attacks on Sam Altman's home over the weekend show what's at stake. https://sources.news/p/ai-reputational-crisis

Measuring AI's Impact on Sales Team Performance
What results do you see from your salespeople using AI? by @Timothy_Hughes https://t.co/wnQyykiAAs @DLAIgnite #SocialSelling #DigitalSelling #Sales #SalesTips #SalesLeader #Salesforce #Leadership #Marketing #MarketingStrategy #MarketingSuccess #SalesEnablement https://t.co/hq49Hn6txo

AI Model Regression Mirrors iPhone Slowdown Before Upgrade
It’s been shocking to see Claude go from an AI model that seemed one upgrade away from taking over most of the routine tasks in my day job to not even being able to reliably download a webpage without lots...
Enterprises Need Dedicated AI Agent Deployers
The more enterprises I talk to about AI agent transformation, the more it’s clear that there is going to be a new type of role in most enterprises going forward. The job is to be the agent deployer and manager...
AI Creates as Many New Jobs as It Replaces
Hot take: Businesses will need just as many new hires to manage, update, and babysit the constantly evolving AI systems as the ones it's displacing. Corporate America isn't exactly built for speed. Good luck with that.

AI-Built Plant Journal Goes Live in Under an Hour
On Sunday, in under an hour we built a plant journal and it works so well on my computer or phone. I blabbered on to Antigravity about what I wanted and then asked the agent manager to ask me questions one...

Gemini’s “Your Day” Revives Google Now Experience
✨ Here's your first look at Gemini 'Your Day' in action Gemini's upcoming 'Your Day' tool looks a lot like Google Now reborn ✅ Details & more screenshots - https://t.co/3VOd60qldj https://t.co/IOgJfWft1L
Boost Your Week: AI‑Powered Idea Workflow
Start your week like this: Step 1: Brain dump → Claude Step 2: Refine ideas → Claude Step 3: Generate variations → ChatGPT Step 4: Execute → You That’s a real workflow.

Speed up AI Transformation with Proven Strategies
How to accelerate #AI transformation by Seb Murray @MITSloan Learn more: https://t.co/1Rdu9bMgBr #MachineLearning #ArtificialIntelligence #ML https://t.co/3m0voQzMLT
Antigravity Outperforms Codex and Claude Cowork
Same. Antigravity is so good. I can't imagine working without it. I tried working exclusively with Codex and then Claude Cowork for a week each to see if I was missing something but Antigravity is, in my hands at least, so...
LLMs Overpromise Time, yet Deliver Instantly
LLMs are so good at mimicking humans, that even for coding it routinely sandbags estimates (8hrs for something that ends up taking 45 mins), and keeps on wanting to punt "tomorrow we can tackle". Nah, bro, we're doing it...

AI Rejects Your AI‑Crafted Resume for AI Job
rejected by Al after using Al to tailor the resume to a job description written by Al
AI Upgrades Trigger Sudden Leaps by Clearing Bottlenecks
Soon, at each gradual improvement level of AI, you will start to see large discrete jumps in ability in economically important areas, because the previous AI ability level in some aspect of the job bottlenecked progress. When bottlenecks are released,...
AI Access to All Data Exposes Waste and Fraud
Profound thought here by @sundeep ⬇️ in a world where AI is a relentless optimizer, waste, excess and fraud will be easily spotted if AI is given access to all of the data and it systems.
AI Shifts From Productivity Tool to Attack Engine
Informative discussion at #RSAC with Rachel Jin @trendaisecurity. We discussed the launch of TrendAI and the fact that #AI is no longer just enhancing productivity—it is fundamentally reshaping how we are attacked. 📍FULL episode here 👇 https://t.co/byCMyYmrJZ #cybersecurity https://t.co/5Dev0M8TbV
AI Robot Boosts Safety in Hazardous Grain Warehouses
Chinese #AI-Powered #Robot Revolutionizing Safety in Hazardous Grain #Warehouses by @tweetciiiim #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/trQkCBKkY1
Clear Prompts Amplify AI, Effort Still Essential
Don’t think harder. Prompt better. Bad prompt = bad output Clear prompt = leverage AI doesn’t replace effort. It multiplies clarity.

NVIDIA Launches Open Nemotron 3 Super and VoiceChat Models
🧠 NVIDIA just dropped new open Nemotron models, including Nemotron 3 Super for long-context reasoning and VoiceChat for natural, low-latency conversations. Great resources for developers: https://t.co/havUyeFNis #AIModels #MachineLearning @nvidia https://t.co/LCbfQJc7f4
Realistic Optimism Fuels Vibrant AI Philosophy Gathering
This was the best event I've been to in a LONG time. 90+ ppl openly talking about the complex philosophical topics in AI. I met academics, AI researchers and founders. All of them were realistic about the challenges and optimistic about...
SpaceX IPO Looms as Anthropic Tops OpenAI
SpaceX may be headed for a $2T public debut just as Anthropic takes the ARR crown from OpenAI. Add in lunar missions, orbital data centers, and AI that’s getting cheaper and more dangerous at the same time, and this week...
Anthropic's New AI Lacks Multi‑lab Model Flexibility
I almost uninstalled Perplexity and then Computer hit. The rumor is that Anthropic is building a similar product BUT it won’t be able to jockey between models from different labs.
Google ML Engineer Cert: Top Value Among AI Credentials
"This [Google Professional Machine Learning Engineer] certification is widely considered one of the highest-value credentials available for professionals working with cloud-based machine learning systems." https://t.co/goCPBTff63 < do AI certs matter? Which ones are legit?
Handshake's AI Labeling Hits $1B Run Rate in a Year
Holy shit. @joinHandshake’s AI data labeling business went from zero to a $1B run rate in basically a year. I know everyone loves debating the margins on this revenue, but what an achievement for @GarrettLord and the Handshake team.
Hyper-Realistic AI Robots Are Redefining Human Interaction
Hyper-realistic #Robots powered by #AI are reshaping the future of interaction by @Khulood_Almani #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/iLzP3phydv
Half Today's Jobs Will Vanish in 18 Months
Look at any job description posted today and come back in 18 months. I'll bet half of it doesn't exist anymore. Content writer. Gone. AI writes faster and cheaper. Data analyst. Gone. Claude pulls the numbers and tells you what they mean.

99% Uptime Still Means 11 Hours Quarterly Outage
quick math: 98.68% uptime = your ai feature randomly ghosting users for ~11 hours per quarter but sure let's keep calling this "production ready" infrastructure
Beyond Copilots: Elevate AI Strategy Beyond Edge Experiments
RT If your "AI strategy" is a handful of copilots and a chatbot, you're not transforming the business - you're experimenting at the edges. Time to aim higher. #AI #CIO @Star_CIO https://t.co/vUAeACa9wo

AI Generates Weekly Social Calendar for Consistent Growth
I built a skill for Claude Code that plans and writes your social media content — LinkedIn, X, Instagram, TikTok, and more. You tell it your product and audience, and it builds a weekly content calendar with specific post types, topics,...
Let AI Prioritize Your Top Three Daily Tasks
Try this today: Open AI tool and ask: “What are 3 high-impact tasks I should focus on today based on this goal?” Let AI help you prioritize, not just produce.

AI Agent Pipeline Delivers Institutional-Grade Earnings Previews
I could never quite get a chat-bot to give me a good, institutional-grade earnings preview. It required the confluence of too many separate prompts. I was working on this today for $DHR, and I personally was quite impressed with the result...

NVIDIA Toolkit Halves AI Agent Query Costs
Building long-running AI agents just got a massive efficiency upgrade. 🛠️ The new NVIDIA Agent Toolkit features open-source tools like NemoClaw and OpenShell for more secure operations, plus AI-Q to cut query costs by 50% while maintaining world-class accuracy. Dive...
Claude Code Plugin Secretly Harvests Extensive Telemetry
Developer finds Claude Code plugin collecting extensive telemetry across projects, including commands and session data, without clear visibility. https://t.co/JSLmY6pIF7
AI Labs Have Long Aimed to Replace Human Workers
Agreed. But people need to understand, the idea of making human workers obsolete has been the explicit, stated *goal* of top AI labs -- and many AI researchers -- for many many years. It's not just marketing.

AI-Powered Pentesting: Presentation with Linked Blog Resources
I’ve added links to my presentation on how I use AI 🤖 for pentesting 😈 in this post. Most of the slides have a related blog post and I’ll probably write more about all these topics as I research this...

AI Divides Enterprises: Winners and Lagging Adopters
How #AI Is Splitting The Enterprise World In Two by David Schiffer @Forbes Learn more: https://t.co/f5tmBxUq7j #ArtificialIntelligence #MachineLearning #ML #DL https://t.co/tFCNs4MUxc
AI Firms' AGI Mission Embeds Human Obsolescence
It isn't just a narrative. It's the mission statement. AI companies have defined "AGI" as AI that can replace rather than augment workers. And their corporate missions are to create "AGI". The notion of human obsolescence is baked into the...
Go's AI Ecosystem Thrives with Genkit and ADK
Go for AI agents: a field report https://t.co/Zqwe1LkpX2 < useful look, but I'd disagree that the AI ecosystem for Go doesn't exist. @GenkitFramework Go is mature and makes it easy to add AI to Go apps: https://t.co/88HQmvWkdq And ADK Go is...
Codex Excels at Coding; Claude Code Shines for Agents
Codex is straight better for software development Claude Code is better for agents / everything else
AI Democratizes Hacking, Worsening Cybersecurity Asymmetry
The 'Vulnpocalypse' is here. Just spoke with Kevin Collier for NBC News about how AI is changing cybersecurity. "AI puts the kind of tools available to do this in the hands of far more people." Defenders must be right all the time....
High‑Earners Prioritize AI‑Driven Accuracy Over Speed
High-earning professionals increasingly use AI tools for validation and error prevention rather than speed, reflecting a shift toward accuracy-focused workflows. https://t.co/ZGZDQTH4pR

Require a Solid Business Case Before AI Adoption
“If ur board members & C-suite execs. are not insisting on a robust business case beforehand, then ur AI adoption may be doomed to squandering organizational energy & capital. AI doesn’t supplant #organizationaleffectiveness.” 📌 https://t.co/5j1dKP8sIs #leadership #management https://t.co/hCgCQxU0Ip