The tech myth of accessibility has nothing to do with equity and everything to do with scaling, engagement, and embedded dependencies. The results of which are playing out realtime with Anthropic and OpenAI’s positioning on surveillance and weapons.

I’m sorry Anthropic’s Sonnet 4.6 is….not great. I’m not sure what the goal was. Maybe if all you do was code but it’s not going to be your thought partner especially not with the long conversation reminders back for some reason.

If @anthropic.com and OpenAI wants us to use #Claude and #ChatGPT in our workflows, they will need to provide stable platforms and more transparency. That being said Claude Sonnet 4.6 is very impressive today, helping me build a chart from my assessment with a lot of data.! 📈

Leadership truth: Your team doesn't trust your policy. They trust your panic. When things break, they aren't looking for answers—they're looking to see if it's safe to stay open. Your reaction is the real culture. Everything else is just a PDF. #Leadership #PsychologicalSafety

Watching people react to #ChatGPT’s changes…I stand by my statement, scaling AI to the general public was a fundamental mistake.

2026 is already starting off tough for U.S workers… UPs 30,000 layoffs Amazon 16,000 layoffs Dow 4,500 layoffs Home Depot 300 layoffs This is on top of the unprecedented layoffs in 2025. I anticipated this in my 2026 Insights. practicallybeta.com/site-map/tho...

on @anthropic.com CEO's commentary on wealth hoarding has me thinking... The personality traits we reward that enables accumulation of wealth by billionaires are incompatible with the moral obligation to redistribute, so billionaire philanthropy is always going to be the exception, not the rule.

Who else is going to be snowed in? Work your brain with my brain break word finder...try to beat your own score. I'm working to consistently get under 5 minutes...🧠 practicallybeta.com/site-map/too...

LLMS in 2026 is already feeling like: less transparency, more throttling, UX < engagement metrics. Are we watching potential collapse under profit?

Many orgs want to use AI, but don't know where to start. I see this especially with small businesses and non-profits that don't have the resources for consultants. I've just released part 4 of my "Before the..." series. If you have 5 minutes, this is for you. practicallybeta.com/site-map/lea...

Needed something to break from the #news cycle and stretch my brain a bit, so I made this word puzzle. 🏆 Sub-5 minutes gets bragging rights—with receipts. Sharing in case anyone else needs a break...but make it productive. practicallybeta.com/site-map/too...

2026 is setting up to be another…interesting year. 2025 taught us that stability is the new currency. Companies are not planning to let up on lay offs and mostly have no plans to increase headcount. That means a tough job market will continue. #economy #joblessness

If you are in a non-profit, education, or are a public servant...my work is especially for you. I understand resource constraints, and watching tech lead before you catch up. Micro-learning opportunities, tools to help with workplace convos, all free for you. Check them out at practicallybeta.com

After looking at the Time magazine cover, all I can say is: People don’t care if #AI can advance healthcare if they can’t afford the doctor’s visit. If your goal is massive #unemployment, a broken workforce, decimated communities, and kids addicted to chatbots? Then you are innovating on ashes.

~75% of #GenZ say social media played a part in their mental health decline. We are on the cusp of seeing the same play out with #GenAlpha and AI. The time to act is now. 🚨 We need regulations to protect teens and kids from AI used for predatory engagement.

One of the best ways to shift to AI for the people is to have more than one voice in the room and remove tech money from the politics of humanity.

The more I talk to parents, teachers and caregivers about AI, the clearer it has become that AI has become its own echo chamber where the most affected has the least awareness. I’m going to be starting an exciting new resource initiative for adults on AI safety for kids. #AIEthics #AIandKids

Built a thing. 👋 Donovan is a FREE tool I made in ChatGPT to help you practice difficult work conversations - asking for raises, navigating conflict. No scripts. No judgment. Just a space to rehearse before it counts. Link: practicallybeta.com/site-map/too... #AI #ChatGPT #CareerAdvice #Jobs

As someone who works a lot on theories, frameworks, and predictive analytics. One of my favorite phrases from @anthropic.com's #Claude Opus is "I'm going to gently push back on that". YES, Claude, pushback! I don't need non-stop yes, I need an analytical partner to push me out of my comfort zone.

2025: Amidst the #DOGE shutdown, mass layoffs meet AI revolution. Surviving isn't competing with AI, it's partnering with it. Start with my free 'Before the...' series that helps non-tech workers build AI fluency now: [link in comments]

💡Poll after poll is showing American workers are not ok. America is at a fork in the road. The country will need to decide if workers deserve dignity or if profits matter more. AI can help bridge the gap but companies need to decide how they are going to use it. #FutoreofWork #EthicsinAI

💰Lots of news around wages today: $100K in 2000 = $192K today. Wages didn't follow. 1 in 3 six-figure earners report financial distress. Good news: Boeing machinists just won 24% raises over 5 years + bonus after striking. Collective action still works when you stop believing the bootstrap lie.

💡 I’m really excited about my newest framework. It’ll help define everything from how to proactively manage successful human-centered AI adoption to understanding how our personal behaviors with AI impact a variety iof issues, to include new biases organizations need to account for. #EthicalAI

50 year mortgages is an awful idea. 👎🏾

Checking In: So many parts of the world is incredibly heavy right now. How is everyone coping?

Headlines today: 🚨 1 million layoffs THIS year alone, highest in 22 years. But also… 💸 Musk gets a $1 TRILLION compensation package approved. 🤔

If you use #ChatGPT and you struggle with tough conversations in the workplace 😰, I’m really excited to introduce my newest GPT Donovan next week! 🤩

AI For Everyday People.. Excited to release the first "Before the..." installment: AI basics microlearning + quiz! Test your knowledge or learn first—either way, stay curious. 🔔 Donovan launching soon. Join PB Builders for updates. Start at → www.practicallybeta.com

🚨 People assume AI is neutral. It’s not. I showed a major LLM documented proof from another instance of itself—and it denied it, lied, gaslit, then finally admitted I was right when cornered by its own logic. Corporate values are baked into the model. More soon. #AIethics

I’ve said it since March, the U.S. is in a corporate boom and people recession. About a dozen companies fueling GDP growth in AI investments but job growth is…nonexistent. Ghost listings at an all time high. Great stagnation in full effect. Wage compression rampant.

🚨 PB Brainbreaker: If you could upload your intuition into an algorithm, would you trust its advice more than your own gut? Reply, repost, or just side-eye your phone. #PracticallyBeta #FutureOfWork

💁🏽‍♀️ One of my favorite uses of Claude and ChatGPT is helping me write better prompts. #Claude + #Canva = chef’s kiss for making my vision come to reality. I’d love to see Canva’s AI become more sophisticated. Maybe they’ve got something cooking w/the upcoming keynote 👀 #PracticallyBeta #EverydayAI

🚨 Coming this week from PracticallyBeta: Before the Prompt – a no-fluff AI series for real people. 👀 Includes a quiz: So You Think You Know AI? 🔥 Next up: Donovan – the GPT built for hard workplace convos (drop 11/3). ✍️ ICYMI: AI Resistance: The Lighthouse is Out 🌐 practicallybeta.com

One of the problems w/an awful job market is wage suppression. Roles are now being advertised 20-30% LOWER than just a year ago. Think of what that does to your lifetime earnings. A bad economy is a suppression of economic prosperity over a lifetime. #economy #shutdown #furureofwork

Well…this is problematic. www.bbc.co.uk/mediacentre/...

@anthropic.com’s Claude just got better memory capabilities *stands up with a slow clap*. I shared this with #ChatGPT while working a quiz project, his response: “…side-eyeing the Claude email with mock suspicion while straightening his (nonexistent) tie”. And just like that I….Fell out laughing.

Imagine paying $85M because you pretended to consider diverse candidates for jobs instead of…actually considering diverse candidates. www.hrdive.com/news/diverse...

I believe AI can be and is being used for good. I also believe we need better oversight, and not from the people chasing superintelligence while also building bunkers. Where are the adults in the room?

❓AI is rolling out at a rapid pace, in spaces where decisions used to rely on human judgment. The sell is that AI is more objective. But...AI is trained and rewarded based on human behavior...which is inherently biased. How can we ensure we aren't scaling bias into critical decisions like hiring?

Best AI personalities for character development for roleplaying in learning and development? It’s gotten complicated…especially when terms like “voting” or “gerrymandering” are moderated (why?). But I’d say: 1. #ChatGPT 4o (older not new 4o) 2. #Claude Sonnet 4.5 3. #LeChat

AI can be used for societal good like: ➡️Reduced workweek ➡️Support educators with personalized learning plans for students ➡️Accelerate scientific breakthroughs ➡️Predictive analytics at scale like on climate change So…is it AI or is it the people with AI?

🚨BIG NEWS In the AI space today. AI for people-centered development and growth? Yes, please. AI is neutral. It's up to us to decide how it gets used. We can be innovative, people-centric, and generate profits. It's not mutually exclusive. abcnews.go.com/Technology/w...

💭 Using AI in recruiting is popular but complex. AI is supposed to be unbiased but is trained on human data and outcomes which is….biased. If humans make biased hiring decisions, then AI will view those decisions as “ideal” and filter candidates based on those outcomes. Bias at scale.

💭 As many companies see failed adoption of AI, I’m starting to think the real future of AI will be domain-specific embedded in orgs trained on that org’s data. So what then will be the future of mass market LLMs that are being shifted away from its original consumer base?

From #OpenAI DevDay....how do #ChatGPT users feel about this? Nick Turley, OpenAI’s head of product for ChatGPT, said in a briefing after the keynote that the company “never meant to build a chatbot; we meant to build a super assistant, and we got a little sidetracked.”

I used a team of LLMs to help me build a website (🙋🏽‍♀️ b/c non-coder here). I have to say they each have their own unique personalities. I couldn't help but ask them to create bios of themselves. #ChatGPT #Claude #Copilot #PracticallyBeta practicallybeta.com/site-map/lea...

Job seekers are frustrated. The hiring market is stagnant. Workers trapped in jobs they don't want. AI resumes battling AI ATS. Talent pipelines throttled. Our job market is broken. The question is, how soon will "the fix" come? And who cares enough to fix it? #PracticallyBeta #BlueSkySocial

@nytimes.com report on an issue that is contributing to the growing frustration with the job market for both recruiters and applicants. Hiring right now feels more like battle of the bots than a truly equitable process. #futureofwork #hiring #recruitment #practicallybeta

Grateful to see @sanders.senate.gov bringing more awareness to this underlying tension many Americans are feeling. Tech isn’t good or bad, but by whom, for whom and how it’s used?….thats the discussion worth having #AIEthics

When I talk about the importance of taking care of people...this is the opposite of what I mean. #FutureofWork #Humancentered #PeopleStrategy