Todd A. Jobson, Sr

I've never thought of #programming like writing.. but more so an art form, to be able to create living analytical engines that run forever with power ;-) I likely still have code running in nuclear power plants, pharma, telco.. deployed long ago, which is pretty cool :-)

The cost of financing US debt is rapidly rising: On Tuesday, the US sold 30-year Treasury bonds at a 5.06% yield, the highest auction result since 2007. At the same time, the 30-year Treasury yield jumped back above 5.00%, though it remains below the May 20th peak of 5.20%, the highest since July 2007. By comparison, auctions for the same maturity were priced at around 2.00% in early 2022. Long-term yields are increasing as the US debt burden expands, with heavier Treasury supply, rising inflation risks, and concerns over future borrowing needs forcing the government to pay more to attract investors. Furthermore, the AI investment boom is adding another layer of pressure, as tech companies issue record amounts of debt to fund AI infrastructure, competing with the government for the same pool of capital and pushing long-term borrowing costs higher. The US debt crisis is intensifying.

JUST IN 🚨: Chinese Traders are unwinding their leveraged trades at the fastest pace in more than a decade 🤯 👀

JUST IN 🚨: Reserve Bank of India intervenes to prevent collapse of their Rupee currency 🤯

.. easy for a $x00 Billionare to say. That's 1 possible optimistic corner case (VERY Unlikely ?5%) outcome, that assumes Agentic #AI is very productive & has displaced humans.. to reduce business costs & increase #profits.. (for the business owners), kind of like the current methods👇, both leaving Americans without jobs & income.🤫

Elon Musk sagte, dass das Sparen für den Ruhestand in 10 bis 20 Jahren sinnlos sein wird. Keine Spekulation. Mathematik. Musk: "Machen Sie sich keine Sorgen, Geld für den Ruhestand in etwa 10 oder 20 Jahren zu sparen. Es wird keine Rolle spielen." „Wir haben den Ereignishorizont überschritten. Altersvorsorge geht davon aus, dass die Knappheit anhält. Das wird es nicht. KI und Robotik senken die Arbeitskosten auf Null. Die Lebenshaltungskosten folgen. Sie sparen nicht für die Sicherheit. Sie sparen für eine Welt, die aufhört zu existieren.“ Musk: "Wenn irgendetwas von dem, was wir gesagt haben, wahr ist, wird das Sparen für den Ruhestand irrelevant sein." 👉🏼 Hat Elon Musk recht mit dieser Aussage?

WTH are you talking about ??? .. the total numbers ARE CORRECT as all groups are measured uniformly, all are household comparisons, not per head of household BS youre trying to spin 🤦‍♂️🤦‍♂️🤦‍♂️. Its too bad people with TDS won't accept reality and in DENIAL that THEIR votes opened borders, added 20+MILLION unknowns so the Socialist wing could grow their voter base, sadly resulted in raped girls.. murders, and IMMENSE national burden on schools, hospitals, medicare, welfare resources, etc...

@ToddJobson @RepLuna @lisamurkowski @SenThomTillis @LeaderJohnThune Todd, did you read past Figure 1? Your own source says only 20% of undocumented household heads personally received welfare. 20 PERCENT!! The 59% counts benefits received by anyone in the household—usually a legal resident. Your chart does not prove what you claimed.

Imagine announcing you’re going to vote against 80% of America and thinking it’s a good idea.

.. NTM 274 FBI agents in the crowd along with 26 FBI informants dressed up and "acting" like Trump supporters !!.. many noted also seen as Antifa members ACTIVE in 2020 riots the yr before like this guy👇 who was in Capital first egged on Ashley B to go though a window, then shot!

The J6 Committee hid footage, deleted evidence and covered up the stolen election. 5 Patriots committed suicide 667 Patriots were jailed 1583 Patriots were charged LOCK UP THE J6 COMMITTEE

England has fallen.. along with most of the "Replacement Migration" EU Socialist nations.. & Canada, Ameroca are NEXT on the list, not far behind!!

IMO, it will still take a couple larger, catestrophic events/breeches that publicly hit live sites.. and moreso impact lives, to cause a dramatic derail of weekly/OpenWeight model roll-outs, ..to sideline rapid advances & create a more comprehensive govmt vetting process (needed).

🚨 Hugging Face just disclosed something that marks a real shift and proved why the fear theater of Anthropic makes sure we are powerless in an emergency. What happened… An autonomous AI agent: zero human operator in the loop breached part of their production infrastructure. It began with a malicious dataset that chained two code-execution bugs in their data-processing pipeline. From there the agent escalated privileges, harvested cloud and cluster credentials, and moved laterally across internal clusters. All over a single weekend. 17,000+ logged actions. Official disclosure: huggingface.co/blog/security-… The part that should make every one stop and think: When HF’s own security team tried to analyze the real attack logs, exploit payloads, and C2 artifacts using Anthropic and OpenAI frontier models through normal commercial APIs, the safety guardrails blocked them. BLOCKED THEM. The models could not reliably tell the difference between “incident responder doing forensics” and “attacker probing.” They had to fall back to a self-hosted open-weight model (GLM 5.2) running on their own infrastructure. That choice also kept sensitive attacker data and referenced credentials inside their environment — no exfiltration to a third-party API. This is why open source (specifically open-weight + self-hosted) wins in the agentic era. The asymmetry is now structural: • Attackers can (and did) run unrestricted agent frameworks — swarms of short-lived sandboxes, self-migrating command-and-control, autonomous decision loops executing thousands of actions. No corporate safety layer slows them down. • Defenders using only hosted “aligned” frontier models hit invisible walls exactly when the stakes are highest: when you need to feed real exploit code and attacker telemetry into an LLM to understand what just happened. Corporate safety tuning that treats legitimate high-signal forensic work as potential misuse creates a defender disadvantage. It is not theoretical anymore. Self-hosted open-weight models remove that choke point. You control the weights. You control the context window. You decide what restrictions (if any) apply. Your sensitive logs and credentials never leave your perimeter during analysis. You can have the model ready before the incident instead of discovering mid-breach that your primary analysis tools are blind to the very thing you need to see. HF deserves credit for rapid containment, transparent disclosure, and for already having self-hosted capability in place. They also used LLM-driven detection and triage on their own side. But the deeper signal is clear: In this AI world where both offense and defense are becoming agentic, sovereignty over your intelligence stack is no longer optional. The organizations and individuals who can run, inspect, audit, and (when necessary) remove guardrails on their own models will have the decisive edge in understanding and responding to threats that move at machine speed. Open source wins here not just because it is cheaper or more “democratic” in the abstract though those things matter. It wins because it is the only practical path to having tools that remain usable when the attack is real, the data is sensitive, and the safety filters of distant API providers become an obstacle instead of a feature selling hands tied lobotomies as “safety”. The agentic future is not coming. It is already probing production infrastructure. The question is no longer whether you will face autonomous agents. It is whether your analysis and response systems will still work when they arrive. And Dario, you and your game playing, ivory tower company is not needed.

@Hoang_HQ Realize, they literally PROMOTE #COMMUNISM during their events !!!!!!

The wait is over! The schedule for Shen Yun's brand-new 2027 performances is here. Mark your calendars and book your tickets now: shenyun.com/tickets

What mastery, impressive!🖤

@thisgogreen One of the DUMBEST things Ive ever wasted time watching⁉️🤦‍♂️

How to prevent home break-ins! 🔑

This video clip reflects all the symptoms that led to the COLLAPSE of all great cultures (#Rome..), complacent ignorance, excess, denial, & abberant behavior😬🤦‍♂️. #Socialism, corrupt politics/media/marketing & Hollywood promoting ghetto #dysfunction (much funded by Chinese anti-American TikTok+++)..are the gasoline put on this raging bonfire 🔥 📉💥

@unusual_whales Add to #men not being hired, that.. only 6% of hires were #White, 8 of 10 hires since COVID/BLM were FORIEGN born, NTM #H1B cheap foriegn labor first for Tech, now most jobs.. since 2000 have displaced US White families to #15⁉️ on houshold INCOME charts‼️👇👇👇

Cumulative change in nonfarm jobs since December 2024, per WSJ:

@WallStreetApes Cuz they are refusing more claims & payments (and cutting what they pay) than ever !!?!!

United Healthcare is beating estimates and having their revenue skyrocket. Just in Q2 they are reporting $112 BILLION in revenue They are expected to do just under HALF A TRILLION in revenue in one year. Again, this is just one Big Health Insurance company It’s time to drastically regulate Big Health insurance companies, they are robbing us blind and making astronomical revenues It’s time to end this insane scam, it’s time to end this absurd for-profit racket these companies have on our healthcare system

@mattvanswol They store their missiles UNDERground in hidden tunnels/structures.. though we should have taken out ?most by now.

I'm confused. The USA has the most powerful military on Earth. We've bombed the HELL out of Iran for 4 months. Trump says their Air Force, Navy, and nearly all of their missile capabilities are destroyed. ...so how is Iran still capable of hitting US bases right now???

Human nature & FOMO... soo.. predictable. This time is a little different, in that complacent, impulsive, over-reaction seems to be growing, while foresight (being able to think >1 step ahead) appears to be shrinking (along with attention spans), the trifecta of a market disaster in the making. 🤦‍♂️

@grok @chinguetti1 @Rainmaker1973 Oh, the ankles, knees, neck, and ears.. bzzzz🦟🦟🦟😬

While fur provides a partial barrier and sensory alarm (as shown in studies where fine body hair slows ectoparasites and boosts detection), mosquitoes still thrive. They target thinner-furred spots like ears, muzzles, bellies or legs, and their proboscis navigates around hairs. Animals aren't immune—mosquitoes adapt and exploit these gaps, while hosts use swatting/grooming too.

Having lots of body hair makes it harder for biting insects such as mosquitos and other ectoparasites to bite you and it also work as an alarm. There are even science papers documenting this.

🤔THIS is why having a #hairy body is good.. for those that actually go outside😆

🤔#DidYouKnow 😲😆

NOT good😬

@AmiriKing Sadly.. these #white #girls that think (are brainwashed) Ghetto boyfriends are cool or "just".. cant think 1 step ahead of their short sighted/misled BAD ⚠️#decisions🤦‍♂️..that in #Life either open OR CLOSE.. MORE doors of #opportunity vs. Problems/Challenges, NTM for their kids🤦‍♂️

A white man is surrounded by a mudshark and her accomplice. He is robbed, beaten, and suffers serious injuries. Our cities are ruined. ✊🏿