
The 2018 Wayfair decision unlocked economic‑nexus rules, prompting every state with a sales tax to require remote sellers to collect and remit taxes based on revenue thresholds. Today more than 12,000 state, county and city jurisdictions impose distinct rates, filing formats, and exemption rules, turning a simple checkout calculation into a multi‑layered compliance engine. Marketplace‑facilitator statutes have shifted tax‑collection responsibilities onto platforms, while digital‑goods classifications—especially SaaS—remain a legal maze across dozens of states. Together, these forces generate sizable operational costs and audit risk for multi‑channel e‑commerce businesses.
Unitree Debuts the World’s First Humanoid Robot “App Store” https://t.co/u0VgHM0akI via @YouTube #Robotics #Robot #humanoid #AI #Unitree #appstore @SpirosMargaris @PawlowskiMario @mvollmer1 @gvalan @ipfconline1 @LaurentAlaus @Shi4Tech @Fisher85M @kalydeoo @Ym78200 @Nicochan33 @chboursin @3itcom @Fabriziobustama @sallyeaves @helene_wpli @ahier @rwang0 @EvanKirstel @RLDI_Lamy @Analytics_699 @Khulood_Almani @tewoz...
If you removed your logo and product name, would your ideal customer still recognize their own problem? Most companies fail this test. That's the real question founders should be asking about their marketing and sales going into 2026. Because there's...

In 2025 Chinese developers surpassed U.S. providers in open‑source AI model downloads, capturing 44 percent of the market according to the Economies of Open Intelligence report. Alibaba's Qwen family and Deepseek together generated over 1.2 billion downloads, while Meta and Google fell...
AI Could Reshape Humanity — And We Have No Plan for It As AI becomes more powerful, society faces profound changes. This article cautions that we may be underprepared for the long term consequences. Read more 👉 https://lnkd.in/ev_PWQca #AI #Ethics...
Your best ads usually won't look like ads. They’ll look like stories, case studies, lessons, and “behind-the-scenes.” Buyers are numb as they enter into a new year. The ad that wins will be the one that doesn’t feel like one. Try this ad framework: •...

Anthropic has open‑sourced Bloom, an agentic framework that automates behavioral evaluations of frontier AI models. Researchers provide a seed file describing a target behavior, and Bloom generates dozens to hundreds of diverse, reproducible scenarios through a four‑stage pipeline of understanding,...
Thank you R&D Management and Neil G. Jacobson for the solid review of our book, 𝘼𝙡𝙡 𝙃𝙖𝙣𝙙𝙨 𝙊𝙣 𝙏𝙚𝙘𝙝: 𝙏𝙝𝙚 𝘼𝙄-𝙋𝙤𝙬𝙚𝙧𝙚𝙙 𝘾𝙞𝙩𝙞𝙯𝙚𝙣 𝙍𝙚𝙫𝙤𝙡𝙪𝙩𝙞𝙤𝙣. The trend towards 'AI becoming more human' - making it easier for anyone with domain expertise and...
Your most profitable segment is the one no one talks about: The almost-buyer. People who: • Visited 3 or more PDPs • Added to cart but bounced • Engaged with 2 or more emails but never converted They know your brand, they just didn’t cross...

The episode evaluates a16z’s "Big Ideas for 2026" by ranking predictions on likelihood, real-world impact, and novelty, covering topics like multimodal data management, agent-native infrastructure, voice agents, multiplayer vertical AI, AI-driven universities, and an industrial renaissance powered by software automation....

Researchers at the University of Navarra have launched RNACOREX, an open‑source platform that maps miRNA‑mRNA regulatory networks linked to cancer survival. Tested on thirteen tumor types from TCGA, the tool matches the predictive power of sophisticated AI models while delivering...

WorkBeaver CEO Bars Juhasz argues AI agents should be adopted from the worker’s perspective, not top‑down mandates, to prevent premature layoffs. The no‑code platform lets non‑technical staff automate tasks through a menu‑driven interface and an upcoming version that learns by...

Anthropic's Claude Opus 4.5 set a new benchmark on METR’s evaluation, achieving a 50 percent time horizon of roughly 4 hours 49 minutes. This metric indicates the longest task length the model can solve half the time, surpassing all previous records. At a stricter...
Modern privacy-enhancing technologies guide a responsible approach to data use by applying methods that protect personal information while supporting meaningful analysis, offering a structured path toward secure digital practices. #PrivacyTech #DataGovernance #Cybersecurity #DigitalTrust #PETs

A low‑dose adult stem‑cell transplant (RPESC‑RPE‑4W) for dry age‑related macular degeneration met primary safety endpoints and showed visual acuity gains. In a separate development, a child died during a pioneering gene‑therapy trial that used engineered viruses to cross the blood‑brain...

KV caching is an inference optimization that stores the keys and values from previous attention steps during autoregressive generation. By reusing these cached tensors, the model only computes queries for new tokens, avoiding redundant attention over the entire prompt. Benchmarks...

UK lawmakers have introduced legislation to criminalize the development and distribution of AI‑powered “nudify” applications, extending the Online Safety Act’s existing provisions on non‑consensual explicit imagery. The proposal follows high‑profile cases, including Meta’s lawsuit against a Hong Kong‑based app developer,...
Nobody has it all figured out. Not me. Not the experts you admire. Not anyone. We are all just making it up as we go. I was 38 when I started writing online. Zero followers. Zero engagement. Zero clue what...
Ways Robotics Will Soon Go Mainstream Across Major Industries https://t.co/SwDnbMUsfK #factory #Robot #Robotics #humanoid #ArtificialIntelligence #AI
German aerospace engineer Sabine Müller became the first wheelchair‑bound person to travel to space, completing a ten‑minute sub‑orbital flight aboard Blue Origin’s New Shepard rocket. The mission, launched from West Texas, marked a historic accessibility milestone for commercial space tourism....
If you know your numbers, you unlock marketing confidence. Calculate what you can pay for each lead, set your budget, and move fast, no analyst needed. It’s all about data-driven decisions. https://t.co/qik47wZyw6

Trust architecture and digital identity now constitute the indispensable foundation for secure digital interactions, safeguarding data through continuous verification and user-centric models. Microblog @antgrasso #Cybersecurity https://t.co/hJRKN2xV4C
OpenRouter launched a unified API that aggregates more than 300 large‑language models from over 60 providers, letting developers access any model through a single endpoint. The platform automatically routes requests based on cost, speed, accuracy, and privacy, and provides built‑in...
Startups are built by consistently executing small short term goals towards really large long term goals.
AI isn’t magic. It’s a process. 8 steps: 👉define problem 👉collect/prepare data 👉choose model 👉train 👉evaluate 👉fine-tune 👉deploy 👉ensure ethics & safety Real value comes from running this loop well. #AI #MachineLearning #DataScience #ResponsibleAI https://t.co/tYZWMtOTbm

OpenAI has added a new Personalization menu that lets ChatGPT users directly adjust the model's enthusiasm, warmth, and emoji usage. The settings can be set to More, Less, or Default, complementing existing tone presets such as Professional, Candid, and Quirky....

Michaela Benthaus, a paraplegic engineer from Germany, became the first wheelchair‑using astronaut when she flew aboard Blue Origin’s New Shepard sub‑orbital capsule on Dec. 20, 2025. The ten‑minute flight reached an altitude of about 105 km, giving her and five other...
AI job cuts: Amazon, Microsoft and more cite AI for 2025 #layoffs https://t.co/gjkVLmLcTE #ArtificialInteligence #layoffs2025 #AI #jobcut
It’s funny how LLMs depends on Reddit and Wikipedia content to be trained, but at the same time it’s killing both… https://t.co/MhE4knbw0t

The episode explores how product managers must adapt to AI, covering practical uses like testing product activation with AI-driven browsers and balancing traditional PM responsibilities with prompt engineering. It compares analytics platforms Mixpanel and PostHog, highlighting strengths and trade‑offs for...
The first AI camera company.

Governor Kathy Hochul signed the RAISE Act, making New York the second U.S. state to adopt comprehensive AI safety legislation after California. The law obliges large AI developers to publish safety protocols and report incidents to the state within 72 hours, with...
The AI LLM market share story of 2023-2025 is one of just ... massive change. Fast. Enterprise LLM Market: 2023: OpenAI 50% | Anthropic 12% | Google 7% 2025: Anthropic 40% | OpenAI 27% | Google 21% 🥇Anthropic went from distant third to...
Satya said that AI coding might end up being “bigger than knowledge work itself,” and that’s because nearly every aspect of work can be vibe coded.

The episode highlights the rare, distraction‑free period between Christmas and New Year’s as an ideal time to decide whether to ship a real AI product in the coming year. It outlines a two‑part learning path—a free 10‑hour LLM Primer and...
I'm hearing that more startups and growth companies are hiring for the "storyteller" role. I think that's cool. It's a very high-leverage role/skill.
Deepfakes, Identity Theft & the Law: Why Creators Are Going to Court? https://t.co/vS8OtpsKbs #deepfake #identitytheft #cybercrime #AI
Gemini 3 absolutely blows ChatGPT 5.2 out of the water... it's not even close. With one prompt, it generates a fully interactive 3D AR shooting game 🤯 Using the camera, it recognizes hand gestures like index finger aiming, thumb pulling the trigger...
Lovable 's secret sauce to growth: Give the product away—a lot. Here's the relational from their head of growth Elena Verna 👇
Building an AI gaming studio is a major project @xAI
Learn any language with @Grok companions. The Good Rudi companion is kid safe.
The rate of AI agents being able to complete more and more complex work is definitely the story of 2025. Next year it appears this will only go more vertical. We’re collectively figuring out how to develop agent architectures that...
I put a water bottle on my eight-year-old robot. In 2026 I will buy a robot with no steering wheel. Maybe more. Demand in San Francisco for Robotaxis on Friday nights lately is so high I had to take an @Uber...
The Anthropic vending machine experiment should be a 5-alarm fire to all executives leading AI initiatives. And it ends with a live fish getting shipped in the mail. (The fish is fine.) The @WSJ took over the Anthropic and @andonlabs vending machine experiment...
Agency is the scarce resource. Tools are abundant. Information is cheap. Coordination is easy. None of that changes reality by itself. Agency does. Agency is deciding when there is no proof, acting when outcomes are unclear, and remaining accountable after the result shows...
Newsweek just published a wonderful discussion of my research called "Centaurs, Canaries and J-Curves: Pitfalls and Productivity Potential of AI" I'm grateful to Marcus Weldon for being to thoughtful and thorough. Link to the article and a video interview in...
I think about where I was 10 years ago, and I wish I could go back and smack myself upside the head. The things I thought were correct were ABSOLUTELY not correct. There's almost nothing about how I made decisions in my...
Great graphic by @oneusefulthing on deployment issues in AI: https://t.co/djn4QOuElT
The best marketing ideas come from studying your customers (not your competitors)
so there’s a free thing called Unreal MCP that lets you prompt Claude to build stuff in Unreal Engine. “make a Victorian manor. here’s a reference pic. use the assets in this folder.” And he just…does posting a vid on it Monday,...