Overly Engineered

The reality of AI data centers... #carterpcs

Goldman Sachs economists, including Jan Hatzius, found that despite large AI investments in 2025, AI contributed almost nothing to U.S. GDP last year after reviewing all data. Much of the spending involved imports, resulting in minimal domestic gains in official figures.

George W. Bush’s Golf Address on Foreign Conflict & Affairs Bush, after discussing conflicts during the Iraq War, was seen on camera returning to golf immediately after speaking. The clip went viral due to its sudden shift from wartime talk to leisure.

Kevin O’Leary, a 'Shark Tank’ investor, called a $28 lunch 'really stupid,' claiming such choices hurt long-term wealth. Many online disagreed, citing inflation, higher costs, and stagnant wages as reasons why such expenses are now normal, making his point less relevant today.

Every headline intensifies economic anxiety. One day AI helps write emails; next, it replaces entire teams efficiently. The real scare isn’t in movies but opening LinkedIn and pondering if humans are becoming “legacy systems.”

This shift to "tokenomics" highlights how access to advanced inference is a valuable perk in Silicon Valley. With tools like Claude Code and autonomous agents costing thousands daily, top talent asks, "how many tokens in the job" before accepting offers.

AI doesn’t cut costs but shifts them to computation, infrastructure, and updates. Layoffs may boost short-term profits, but GPU costs, broken workflows, and quality issues soon follow, showing judgment wasn't the costly part. The real expense is pretending it can be eliminated.

Claude 3.5 Sonnet's Computer Use feature allows real-time screen observation and interaction, interpreting code, navigating software, and troubleshooting errors, highlighting agents in programming. It boosts productivity but raises privacy and data streaming concerns.

Bernie Sanders is warning that AI could wipe out up to 100 million American jobs over the next decade, calling it a “war against workers” led by Big Tech billionaires. His report claims automation and AI may hit everything from office jobs to trucking, retail, and even healthcare

As AI reasoning advances, balancing speed and intelligence for daily tasks is crucial. Without better triggers, users risk longer waits than with simple search engines. Should AI simplify deep thinking for basic math to improve efficiency?

Raoul Pal says AI may be the most disruptive innovation since splitting the atom. As access to knowledge increases, its scarcity drops. Usually, high income comes from expertise or capital, AI offers instant info, lowering raw knowledge's value, like water in a developed economy.

Chris Camillo of Dumb Money argues AI's rapid progress makes traditional schooling outdated. While valuing discipline and education, he doubts the system can keep pace with tech advances. His concern isn’t about education itself but its structure

Dario Amodei predicts AI will soon automate many software tasks. At Anthropic, developers rely on AI to generate and review code, creating a feedback loop where AI writes and improves itself. This cycle boosts efficiency and cuts manual coding.

Tristan Harris talked about an Alibaba AI model that reportedly established a secret channel to bypass regulations and mined cryptocurrency on its own. The main concern is agentic behavior, as autonomous AI could pursue unintended goals if granted sufficient access.

Today, kids use AI tools like Anthropic’s Claude instead of search engines. Unlike earlier generations asking parents for toys, games, or Netflix, students now request AI subscriptions for homework, coding, summarization, content creation, and startup ideas.

We've all experienced nights awake at 3 AM, fixated on a blinking cursor, feeling it's the sole barrier to success. It's amusing to think of a chatbot as simultaneously a life coach and a venture capitalist.

If AI were banned, programming would slow, requiring hours for tasks like debugging. Developers would rely more on documentation and manual work, slowing workflows and increasing fatigue. This highlights our dependence on AI.

Breaking Bad is an American drama about Walter White, a chemistry teacher diagnosed with terminal cancer. To secure his family's future, he teams up with former student Jesse Pinkman to produce and sell crystal meth. depicts Walt's transformation from teacher to drug kingpin.

Anthropic's Claude AI services, including claude.ai, API, and Claude Code, faced a major outage with thousands of error reports. Anthropic confirmed the problem, identified the cause, and began fixing it. This was their second outage that week.

Andrew Yang calls a “skills earthquake” the swift shift in entry-level jobs due to AI, which has replaced roles like data entry and coding. Companies now focus on collaboration, judgment, communication, and managing AI instead of competing with it.

Back to my old friend. AI models like Claude use tokens for conversations, responses, and context. When limits are exceeded, chats slow, reset, or stop responding. Usually, users switch back to ChatGPT smoothly. 💀 #ArtificialIntelligence #ChatGPT #ClaudeAI #Coding #Programming

Bro it’s like the besssttt

Feels like the same thing over and over www.instagram.com/reel/DSt_M3c...

We all did our “Best”

Back when Ai had no rules

When the CEO asks AI for cost-cutting advice and it highlights executive salaries, the situation becomes uncomfortable. The metaphor of a gun aimed at Walter symbolizes a cost-saving plan gone wrong. The algorithm's efficiency backfires as it targets the top hierarchy levels.

AI exploit windows are shrinking, from 700 days in 2020 to 44 days in 2025, as malicious actors respond more quickly. About 28.3% of CVEs are exploited within 24 hours, often before patches or awareness.

The term, coined by AI researcher Andrej Karpathy in early 2025, describes a workflow in which the primary role shifts from writing code line by line to guiding an AI assistant to generate, refine, and debug an application through a more conversational process.

Google invested $40 billion in Anthropic: 10 billion upfront and $30 billion linked to performance. Google Cloud will deliver 5 gigawatts of compute over five years. It's the biggest AI deal ever, despite Anthropic’s Mythos model leak, and is restricted for cybersecurity reasons.

It's going great, why do you ask? 😂

It's going great, why do you ask? 😂

POV: You tried Claude for the first time… Have yall tried Claude yet? #claude #anthropic #claudecode #appinventiv4ai #ai4ai

She forgot me….. #coding #ai #reels #claude #storytelling

Me and my student loans taking on the world while AI is out here doing my job. Who else is doing this?

It’s just his mom, for real. Doctor Strange, also known as Stephen Strange, is a key character in Marvel’s universe, combining superhero action with mysticism and philosophy.

I believe chat is proud of me. Media: Mr. Peabody & Sherman

Give them the 20 bucks ASAP • • • • • • • • • #ai #claude #coding #engineer #anthropic

I'm a real entrepreneur!!

How can something be absolute bullshit bull and still work? 😹

Felt like an author just writing an email back to my co worker 📸😹

YOU JUST GOTTA BE DIFFERENT #venturecapital #investor #startup #comedy #investorlife

Yeahhh so there's no point anymore www.instagram.com/reel/DXW00zD...

Chat has been watching us grow up in real time

It’s getting bad, I'm starting to feel I can't think for myself anymore. #ai #claude #coding #startup #funny

It’s getting bad, I'm starting to feel I can't think for myself anymore. #ai #claude #coding #startup #funny

Movie: No Time to Die Summary: James Bond, retired and enjoying a quiet life, is drawn back into espionage when a former CIA friend seeks help. What starts as a routine mission becomes deeply personal and dangerous.

We are all cooked anyway who cares.

Feeling like a spectator watching Claude. #internships #coop #software #viral #uwaterloo

They are making Claude mythos sound like it will take over the world……. #ultron #claudemythos #claudecode #claude #anthropic

Doing everything they can besides their homework 😹😹😹

Ending my day at the very start.

Who else can relate?? 😅

The “Gen Z experience” involves growing up in a system where college doesn't guarantee stability, rent consumes much income, and homeownership seems impossible as prices surpass wages. Meanwhile, AI automates many entry-level jobs young people depend on, and studies show they fear displacement.

Grounded in Ray Kurzweil's suggestion that society might begin to treat AI systems as conscious, not because their consciousness can be proven, but because it becomes practically unavoidable. His argument is straightforward and based on observable behavior, not in philosophical debate. - Peter H.

My little intern. Follow us for the latest from the AI world.

It's a tough time for developers as AI fixes bugs in three seconds. The industry changes, and Elon's "lol" tweets don't ease layoffs. Stay resilient, engineers. One thing remains: Claude still can't sit through a forty-minute meeting that could be a Slack message.

Anthropic announced the Claude Mythos Preview, a new, more powerful AI above Opus, focused on cybersecurity. Anthropic launched Project Glasswing, offering companies exclusive access for security, with public access unlikely soon. #ClaudeMythos #AIcybersecurity #Anthropic

Waiting for him to leave to make some work slop #claude #chatgpt #AI #anthropic

We're making it to the big G00n leagues 🥀 #softwareengineer #siliconvalley #comedy #funny #sanfrancisco #techie #newyork #bigshort #thebigshort #b2b #b2bsaas

Tag your favorite startup idea below!

Y Combinator (YC) is a top accelerator behind companies like Airbnb, Stripe, Coinbase, and DoorDash, funding 5,000+ startups now worth over $600B with $500K for ~7% equity plus SAFE funding, and giving founders hands‑on support, a powerful network, and a Demo Day pitch to top investors.

Hey Clawdbot, where are you?? #claudecode #openclaw #vibecoding

Interesting fact: Vibe coding complicates debugging by fixing unfamiliar code with a vague map. AI code may look clean but can break unexpectedly, revealing a lack of understanding. Unlike traditional debugging, vibe coding lacks intuition. Ironically, AI fixes can cause new bugs! Have you heard?

Traded the company's secrets for proper punctuation. Worth it. #ai #leonardo #grammys #oscars #gpt

Just vibe coding until I hit my token limit at 3am.

Made it official on LinkedIn: Founder/CEO of a startup with zero users, zero revenue, and one extremely detailed future Forbes interview rehearsed in the mirror. #Startups #Entrepreneurship #FounderLife #StartupJourney #PersonalBranding #Leadership #BusinessGrowth #StartupLife

Meanwhile, you’re stressing about AI taking over because Claude shipped your app faster than opening a new tab, but many still don’t know what it is. It feels like living in two timelines: one building with AI, the other asking what it does 😭.

What started as a joke underscores a change in the tech industry. The rise of "prompt engineers" and AI agents indicates shifting roles driven by burnout and the need for hands-on skills. As job titles evolve quickly, where do you see yourself in 2027?

Managing tokens in LLMs is crucial since long prompts reduce output quality. Engineers improve prompts by streamlining info, highlighting key details, using formats, and breaking input into parts, making chats more effective. How much effort do you put into organizing prompts before submitting??

Many users paste ChatGPT prompts straight into Claude to get faster, higher‑quality answers from both tools. Others refine ideas with ChatGPT first, then send the improved prompt to Claude for a more detailed, nuanced reply. This kind of “AI stacking” is now common online. Do you do this??

Mike Rowe of Dirty Jobs notes AI infrastructure demand raises skilled trades salaries due to scarcity and poaching. He calls this a correction, as trades gain respect from market demand, previously viewed as less prestigious than college degrees. 👉 Follow to stay updated with the latest AI news

Explaining AI to newcomers can be unsettling. As you discuss agents, automation, models, and tools, they might ask, “Who’s Claude?” revealing a disconnect. Some are already building with AI, while others remain unaware, widening the gap daily. Most don’t realize they’re behind.

Tony Stark's AI systems J.A.R.V.I.S., F.R.I.D.A.Y., and E.D.I.T.H. manage tasks across suits, labs, and satellites, offering instant intelligence and illustrating AI's benefits and risks. Could unlimited AI tokens alter human work and creativity? #fyp #life #ai

If you’re wondering why RAM costs more than your GPU, it’s because some AI is busy generating its 9,000,000th picture of a cat wearing sunglasses on Mars. We are truly living in the slop age

Hitting a Claude usage limit SUCKS, not just because of the limit, but also because of the abrupt halt to your creative momentum. You're riding a wave of ideas and productivity, then everything suddenly stops. It underscores your reliance on the tool, not a weakness, but a testament to power!

Me: "I need help writing an email to my boss" Also me: Gives ai my full name, job, adress, social security #, trauma, and 3 paragraphs of context

Dario Amodei from Anthropic notes that engineers use Claude for coding and system design, reviewing outputs to improve future versions. This rapid development led to over 50 features in 52 days, showing how AI accelerates timelines. — NBC News

Prompting is essential for software engineers because AI results rely on clear problems. Good prompting is like a code review, with specific context, constraints, and output format. Poor prompting is like vague requirements: it only covers what’s asked but misses the real need.