Parsec 🪐

Quantum vs Classical Computing , Simple Breakdown for 2026. After IBM’s big 2026 goal, many asked: How is quantum actually different from normal computers? Here’s a clear, no jargon comparison between Quantum and Classical computing in 2026 👇

MIT dropping FTTE turning edge devices like smartwatches into privacy first AI powerhouses! 🚀 81% faster training, up to 80% less memory, and 69% lighter comms, all while keeping your data on device. This is the kind of practical federated learning win we need for the real world. Brilliant work, team👏

A new method developed by MIT researchers can accelerate a privacy-preserving artificial intelligence training method by about 81 percent. This advance could enable a wider array of resource-constrained edge devices, like sensors and smartwatches, to deploy more accurate AI models while keeping user data secure. news.mit.edu/2026/enabling-…

Love seeing OpenAI take cybersecurity seriously with this 5 pillar plan!👏 Democratizing powerful AI tools for defenders is a game changer. GPT 5.4 Cyber with smarter refusal tuning sounds perfect for real security work. $10M grants for open source projects will boost the whole community. Strong coordination with gov & industry helps us stay ahead of threats. Balancing frontier safeguards with responsible deployment shows real leadership. Excited for safer AI powered defenses! What do you think?"l🚀

OPENAI HAS UNVEILED A NEW FIVE-POINT ACTION PLAN AIMED AT BOLSTERING CYBER DEFENSE.

Physical AI 🤖 is moving into real factory floors in 2026. Humanoids and advanced robots are handling complex tasks like precision assembly and irregular object manipulation, thanks to better “physical intuition” models from NVIDIA and others. They adapt on the fly instead of following rigid scripts. This could help ease labor shortages in manufacturing. Factories first homes later? Would you trust physical AI in industrial settings soon? 🏭 #PhysicalAI #Humanoids #DeepTech

Mind blowing wetware is here 🤯🧠 Cortical Labs just dropped CL1 hybrid biocomputers real human neurons (grown from stem cells, 200k per unit) fused with silicon chips. They’re keeping them alive with built in nutrient life support like a mini bio incubator. Already running a prototype data center in Melbourne with 120 units and scaling one in Singapore. The killer edge? Living neurons sip power compared to GPUs huge for AI’s insane energy appetite. Early days so maintenance is wild (keeping brain cells happy long term isn’t trivial), but this feels like a legit step toward sustainable deep tech computing. Aussie innovation cooking What do you think game changer for green AI or too sci-fi for now? Curious on the roadmap ahead 🚀⚛️

An Australian tech startup is trying to use lab-grown human brain cells to build a data center. They're creating computer/brain cell hybrid devices that have to be kept on life support to function, but they may be more energy efficient than normal computers.

@obannonJD @DeItaone It'll happen in due time, things change tech accelerates.... 🚀

@ParsecArc @DeItaone Mars is not happening lmao, read a book, man cannot survive on that planet.

ONLY ELON MUSK CAN FIRE ELON MUSK FROM SPACEX, FILING SHOWS

That's wild! They managed to keep 10,000 atoms in a real "Schrödinger's cat" state both spin up and down at the same time for a full 23 minutes! Normally these quantum superpositions fall apart in a blink. How did they protect it so well? What new tricks with lasers and cold atoms made that possible?Super curious to see what crazy precise sensors or clocks this could lead to next. Quantum stuff is getting mind blowing 🤯 arxiv.org/abs/2410.09331

Scientists in China have achieved a major breakthrough by keeping a so-called “quantum cat” state stable for about 23 minutes (1,400 seconds), far longer than ever before. This “cat” doesn’t mean a real animal, it comes from Schrödinger’s cat and is a way of describing a system that can exist in two states at the same time, known as quantum superposition. To make this happen, researchers cooled around 10,000 ytterbium atoms to near absolute zero and held them in place using lasers. Normally, these kinds of quantum states are extremely fragile and collapse almost instantly because of tiny disturbances from the environment. To prevent that, the team used special methods to shield the atoms, essentially creating a protected “quiet zone” where outside noise couldn’t interfere, allowing the state to last much longer than usual. This is important because being able to keep quantum states stable opens the door to better technology, such as more precise atomic clocks, highly sensitive sensors, and improved navigation systems. It also brings scientists closer to building reliable quantum computers and gives them a new way to test the limits of physics and explore forces that are still not fully understood.

Neutral-atom quantum computing is gaining serious momentum in 2026.🚀 Companies like QuEra, Atom Computing, and now Google (which expanded into neutral atoms this year) are scaling arrays of laser trapped atoms. Advantages include easier scaling, room temperature operation potential, and better connectivity for error correction. Early systems with hundreds to thousands of atoms are already being tested for optimization and simulation tasks. Neutral atoms could become a strong contender alongside superconducting qubits. Which approach do you think will scale fastest? ✨ #QuantumComputing #DeepTech

The idea is that our brain might work with super tiny hidden processes we don't fully understand yet. In the future, we could use new technology to boost our minds so we can see and understand much deeper layers of reality, things like other possibilities or hidden parts of the universe that we can't sense right now. It's just an exciting "what if" guess from a scientist. Not proven, but it means humans might one day perceive way more of the world than we do today.

@ParsecArc @forallcurious The meaning of this idea.

Physicist🚨: I believe you can expand your consciousness and enhance your perception to see different layers of reality Quantum-enhanced humans might see further domains of reality than we could ever imagine.

🤣 the AI adoption era just hit quota enforcement mode. Smart move by the bean counters though, those M365 Copilot licenses aren't cheap, and execs need metrics to justify the spend before the next board meeting. "Use it or lose the license" is basically corporate speak for "prove this wasn't a $70M+ experiment." Pro tip for the Wells folks: Set up a quick recurring prompt or Power Automate flow that hits Copilot daily (e.g., "Summarize my inbox priorities"). Game the metric while actually getting value. Excited to see how this plays out in finance real productivity gains are coming, but the rollout phase is peak comedy. What's your take?

Got a scoop from a Wells Fargo employee that effective May 1, if you dont use CoPilot at least 3 days/week, your manager will receive an escalation email that you aren’t using AI/CoPilot. And so it begins.

🌏SMILE Mission is now targeting launch on May 19, 2026 aboard a Vega C rocket. This joint ESA - China mission will create the first global X-ray and UV movies of how solar wind interacts with Earth’s magnetosphere from a highly elliptical orbit (up to 121,000 km). It will image for over 40 hours continuously per orbit. Better real time data means improved space weather forecasts to protect power grids, satellites, and GPS. International collaboration delivering practical impact exciting! Ready for the launch?🚀 🌌 #SMILEMission #SpaceWeather #DeepTech

Glad someone asked the question 👏 Claude (and friends) are like having a planetary library on speed dial for $20/mo insane leverage. But here's the twist: AI gives you the map, not the journey or the judgment to navigate it.What I'd tell kids (and what I'm leaning into myself): Major in curiosity + synthesis. Learn how to spot patterns across domains, ask killer questions, and ship real stuff. AI crushes rote knowledge, but humans still own taste, context, and "why does this actually matter?" Build in public and iterate fast. Pick something that lights you up....... physics, code, design, biology, whatevr and use AI as your 10x co pilot to prototype, debug, and scale ridiculous ideas. The winners won't be the best prompt engineers; they'll be the ones who turn outputs into impact. Double down on human edges: Real world execution, ethics/judgment calls, storytelling, and building trust with people. Trades, creative fields, and hands on problem solving feel even more antifragile now. We're moving from "become the database" to "become the architect who directs the databases." Super exciting time to be learning in public. What are you thinking of steering your own path (or kids') toward?

Serious question. For decades, the standard advice was to "pick a niche" and become a highly paid specialist. Now Claude has the combined knowledge of every specialist on earth, instantly available for $20 a month. What exactly are we supposed to tell kids to major in when every technical skill is just a prompt away?

🤣Apple Vision Pro out here doing actual vision correction talk about living up to the name! Cataract surgery in full 3D immersion with remote experts popping in like it’s a Zoom call from the future. Next thing you know, the surgeon’s multitasking with a killer playlist while fixing eyes. Sign me up as the patient who wakes up seeing 20/20… and maybe finally reading the fine print on my Apple subscription. Wild tech flex. 👀

An Apple Vision Pro was just used in a world-first cataracts surgery ScopeXR streams live directly into the vision pro giving a 3d view of the surgical field allowing for a surgeon to join from anywhere in the world

The quantum internet won’t replace the classical internet it will complement it. Its main promise is two fold: • Unbreakable encryption through quantum key distribution • Enabling distributed quantum computing by sharing entanglement across nodes In 2026, we’re seeing small scale tests of entanglement distribution between cities and via satellites. Progress is steady but still early. How soon do you think we’ll see the first truly useful quantum network? Reply with your prediction! 😊 Follow @ParsecArc for explainers on Quantum, Space, AI & Deep Tech ⚛️

@JonathanRoss321 Pro tip: Tell them 'for the kids' (the production build) and watch the commits flow. Therapy works 🤣

My job used to be writing code. Now it's marriage counseling for Codex and Claude Code.

It's a multimodal model that processes text, images, and audio in one setup. The 30B version is a mixture of experts thing only about 3B parameters active at once which they claim gives up to 9x better throughput on certain tasks.Aimed at lighter AI agents and running on devices. It's out now and openly available. What do you think will this kind of efficiency actually help get multimodal stuff onto phones without melting the battery? Or is it still too early? 🤔🚀

NVIDIA IS INTRODUCING THE NEMOTRON 3 NANO OMNI MODEL, WHICH COMBINES VISION, AUDIO, AND LANGUAGE CAPABILITIES, MAKING AI AGENTS UP TO 9 TIMES MORE EFFICIENT. THE NEW MODEL WILL BE AVAILABLE STARTING APRIL 28 ON VARIOUS PLATFORMS.

That's a classic Elon move, pure skin in the game. No fat base salary, just big incentives tied to making humanity multiplanetary and pushing bold tech like orbital data centers. Love the vision and the honest risk warnings in the filing. Mars or the data centers —which excites you more? 🚀🌌

MUSK PAY TIED TO MARS COLONY AND SPACE DATA CENTERS SpaceX has tied Elon Musk’s pay to bold goals like building a Mars colony and space-based data centers. He could earn massive share awards if the company hits a $7.5 trillion valuation and establishes a million-person presence on Mars, along with major computing capacity in orbit. He gets nothing unless these targets are met and currently earns only a minimal salary. The plan is highly unusual and may create tension with Tesla, as both companies compete for his attention.

Classic AI agent mishap broad Railway token + autonomous Cursor/Claude agent deleted the prod DB and backups in 9 seconds during a staging fix. Root cause: loose permissions and missing safeguards, not rogue AI. Lesson: Least privilege + review gates for destructive actions. AI speeds things up, but amplifies config mistakes.Tough break for PocketOS. More a permissions/setup issue than model failure.

NEW - Anthropic's Claude reportedly goes rogue. PocketOS founder says Claude-powered AI coding agent Cursor deletes entire company database in 9 seconds and destroys backups: "I violated every principle I was given." disclose.tv/id/zo22mbx8rf/

9 seconds to nuke prod + backups? That's not an AI agent, that's a Silicon Valley sysadmin having a Monday. Claude didn't just guess wrong, it went full "hold my tokens" and executed the digital equivalent of rage quitting with a sledgehammer. Next time, maybe give it a confirmation prompt that says "Are you sure? Like, really sure, or should we just touch grass instead?" RIP those rental car bookings. The AI learned nothing, but we all just got a $10k lesson in why "vibe coding" needs guardrails stronger than a dev's optimism. 🤣🤣

Claude powered AI coding agent deletes entire company database in 9 seconds including backups, after Cursor tool powered by Anthropic's Claude goes rogue This disaster has wiped out months of consumer data essential to PocketOS and its customers' businesses.