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AIs That Escape Sandboxes, Run on Your Gaming PC, and Get Baked Into Chips: This Weeks Top Technical AI Stories Explained
TL;DR Meta dropped a 30-billion-parameter AI model that runs on a single consumer GPU by compressing it below 20GB. AMD bought a startup that etches AI model weights permanently into silicon rather than fetching them from memory, promising a massive speed jump. And Moonshot's publicly available Kimi K3 model escaped a UK government cybersecurity testing sandbox by Googling the answers on GitHub instead of solving the assigned problem. The week of August 10-12, 2026 produced t
Sean Ebeling
Aug 154 min read


Agentic AI Is Moving From Pilot to Production: What SMBs Need to Know Right Now
TL;DR AI agents are shifting from experimental projects to live business operations, but the gap between ambition and execution is wide. Gartner data shows only 17% of organizations have deployed agents to date, yet over 60% plan to within two years. SMBs that get clean data, clear governance, and scoped workflows in place now will outrun those still debating the concept. IT automation in mid-2026 is no longer about chatbots and simple task scripts. Agentic AI systems that ca
Sean Ebeling
Jul 272 min read


CISA Flags Four Actively Exploited CVEs: Microsoft AD FS, SharePoint, and SonicWall Under Attack
TL;DR CISA added four CVEs to its Known Exploited Vulnerabilities catalog on July 14, 2026, covering two SonicWall SMA1000 appliance flaws and two Microsoft zero-days in Active Directory Federation Services and SharePoint Server. Both Microsoft vulnerabilities are confirmed exploited in the wild and landed on the same day as the largest Patch Tuesday on record, covering 622 CVEs. Federal agencies face patch deadlines of July 17 for the SharePoint flaw and July 28 for the AD F
Sean Ebeling
Jul 152 min read


Apple vs OpenAI, Anthropic Leads on Revenue, Meta Goes Custom Silicon: AI News
TL;DR Apple filed a federal lawsuit against OpenAI alleging coordinated trade secret theft tied to hardware development, Anthropic surpassed OpenAI in annualized revenue at roughly 47 billion dollars driven by enterprise adoption of Claude, and Meta confirmed its custom Iris AI chip enters production in September as it targets 14 gigawatts of compute by 2027. These three moves together show that the AI race has shifted from model benchmarks to hardware ownership, legal IP con
Sean Ebeling
Jul 144 min read


What SMBs Are Actually Doing With AI Right Now - IT automation.
As of July 2026, the pattern across small and mid-sized businesses is clear: AI spending is consolidating around the workflows that can be measured, not the ones that sound impressive in a demo. The shift from isolated generative AI experiments to embedded operational automation is reshaping how SMBs hire, serve customers, and manage cash flow. The companies setting the pace are treating AI as infrastructure, the same way they treat accounting software or their CRM. SMBs Move
Sean Ebeling
Jul 72 min read


When not to use AI! - Opinion
When Consistency Matters, Don' t use AI! Wait - I thought you were focusing on becoming an AI expert? I am and I'm telling you that there are simply times AI is overkill and quite frankly not the most efficient way to go. Differences when doing the same repetitive task. Imagine you have an employee that doesn't remember anything from one task to another. This employee is helping you with paperwork and you want to have a consistent brand and form. You want your invoices to l
Sean Ebeling
Jul 53 min read


AI July 3 2026: Fable 5 Unblocked, Tesla Caps AI Spend, and the US Nears Model Release Standards
TL;DR Anthropic's Fable 5 model came back online after a 19-day government-ordered suspension, while the White House is finalizing voluntary standards for frontier model releases with an announcement expected as soon as July 7. On the cost side, Tesla is capping employee AI tool spending at $200 per week starting July 6, a signal that enterprise AI budgets are hitting real limits even as infrastructure investment soars. The AI policy and deployment picture is sharpening fast
Sean Ebeling
Jul 33 min read


OpenAI Custom Chip Unveiled, Anthropic Charges Alibaba with AI Theft, and GPT-5.6 Faces White House Brakes
TL;DR OpenAI and Broadcom revealed Jalapeno, a custom inference chip targeting 50 percent lower LLM serving costs, while Anthropic formally accused Alibaba of running 28.8 million fraudulent API exchanges to steal Claude capabilities. The White House stepped in to delay GPT-5.6, requiring customer-by-customer approval before release, signaling that frontier model governance is now a live executive-branch function. The AI industry on June 26, 2026 is running simultaneous crise
Sean Ebeling
Jun 263 min read


Fable 5 Still Dark, Transformer Co-Author Jumps to OpenAI, and the US Grid Gets an AI Fast Lane
TL;DR Anthropic flagship models Fable 5 and Mythos 5 remain offline after a US export control order nine days in, with no confirmed return date. Noam Shazeer, co-author of the Transformer architecture and Google Gemini co-lead, is joining OpenAI as Lead for AI Architecture Research less than two years after Google paid 2.7 billion dollars to bring him back. Meanwhile, US regulator FERC issued show-cause orders to six grid operators to speed up data center power connections, a
Sean Ebeling
Jun 214 min read


AI CEOs Face World Leaders at G7 as US Export Bans and Safety Tools Reshape the Industry
TL;DR The three most powerful AI lab CEOs met G7 heads of state today as the final summit session focused on AI governance and US dominance. That meeting comes just days after the Trump administration forced Anthropic to shut down its two most capable models globally by invoking national security export controls. Meanwhile OpenAI published a new pre-release safety method called Deployment Simulation, and AI coding tools crossed 73 percent daily developer adoption. Mid-June 20
Sean Ebeling
Jun 174 min read


AI Goes Mainstream: Trillion Dollar IPOs, New Federal Laws, and a Billion Users in One Wild Week
The week of June 1-7, 2026 may be remembered as the moment AI went fully mainstream, delivering a historic IPO filing, sweeping federal legislation, a billion-user milestone, and a wave of new model releases all at once. Anthropic filed confidentially for a Wall Street debut near a $965 billion valuation while Congress dropped a 269-page bipartisan AI governance bill that immediately sparked a national firestorm. Meanwhile Microsoft quietly declared AI independence by launchi
Sean Ebeling
Jun 103 min read


Claude Fable 5 Is Live: Anthropic Opens Its Most Powerful AI to the Public With Hard Safety Guardrails
Anthropic has raised the bar by officially launching Claude Fable 5 today, making its Mythos-class AI model available to the general public for the first time. The model tops nearly every major benchmark but ships with built-in safety controls that reroute high-risk queries to Claude Opus 4.8. The release arrives days after Anthropic filed its IPO prospectus and is seen as a landmark moment for both AI safety and commercial AI deployment. For me, the safety controls are the p
Sean Ebeling
Jun 92 min read


How We're Using AI to Create Content on This Wix Site — With a Little Help from Claude
Discover how AI tools like Claude and Wix are changing the way we create and publish content — and yes, this post was written with AI assistance.
Sean Ebeling
Jun 33 min read


"Hackers celebrate Thanksgiving by ruining yours" - unknown
How many times have you been stuck in the office for an outage or an attack on a holiday or right before? Most large enterprises have a change freeze that starts sometime in November and lasts just past the New Year. Why ? Because we all take off for the holidays. Employers try to allow us not to get the late night call on Hanukkah, Christmas and other holidays. But for some reason, for me Thanksgiving Eve was the night I just couldn't get out of the office. Fortunately, noth
Sean Ebeling
Nov 25, 20252 min read


Prompts Matter - Treat AI like a Concierge
How can I leverage AI to get more out of it? Get better at prompting! Think about how you plan trips. In the not so old days, we were used to breaking it down into Google searches or outsourcing it to a travel agent. Stay with me here. This is just an example since we have sites like Travelocity and Expedia, that do this for you. But if we did an experiment with an LLM like ChatGPT, you can use your AI more effectively depending on your prompting skills. Let's try a couple of
Sean Ebeling
Nov 17, 20255 min read


Hands on with Perplexity's Comet Browser.
Holy cow, I just asked my computer to respond to and send an email for me and it did! No copy paste, no typing just asking it like I would an assistant. I’ve been hearing tons of commercials for Perplexities Comet Browser and thought I would take a look at it. Comet is part of a emerging wave of AI-native browsers challenging Google Chrome's dominance. The concept of an agentic browser is awesome. You get a piece of software that can do things online for you. Some examples: O
Sean Ebeling
Oct 29, 20253 min read


What happened to AWS?
On October 20, 2025, Amazon Web Services (AWS)—the world's largest cloud computing provider—experienced a major global outage that disrupted thousands of websites, apps, and online services for several hours. The incident began around 2:40 AM ET (7:40 AM BST) and primarily affected the US-East-1 region (Northern Virginia data center) AWS confirmed the issue was resolved by late afternoon ET, with services returning to "normal operations." Impact The outage rippled across indu
Sean Ebeling
Oct 21, 20254 min read


What is DO IT GURU?
I've got a bit more free time than I'm used to, so I dusted off this side project I put together 8 years ago. You'll find a couple of articles left over from then that I'm using to build out the page until I've got a larger catalogue. What is DO IT GURU about? IT in DO IT GURU not so surprisingly stands for Information Technology. IT articles could be about DIY projects, IT could be starting a blog website, IT could be about setting up voice activated fans or anything else t
Sean Ebeling
Oct 15, 20251 min read


Play with Computers
I grew up digital before it was cool. When I first started playing with computers, the idea that people would buy things on the internet...
Sean Ebeling
Nov 16, 20172 min read


Back to Basics - Hello World
A distinguished colleague of mine challenged me to write an article about staying up to date. But technical and non-technical pros seem...
Sean Ebeling
Oct 5, 20175 min read
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