All AI Pulse updates tagged "rohanpaul_ai".
98 signalsMicrosoft reportedly plans to unveil Maia 300, its custom AI silicon. Also it wants TSMC capacity for 300,000 Maia 300 chips for future delivery. Microsoft says the chip delivers over 30% more tokens per dollar than the latest silicon in its fleet. More in-hou
Anthropic is shifting data center construction risk to infrastructure investors while keeping capacity through leases. Anthropic, Macquarie Asset Management and GIC are establishing Theseus Infrastructure, a platform that will develop, operate and lease purpos
Unitree Robotics' Shanghai IPO was roughly 5,526 times oversubscribed by retail investors. https:// x.com/UnitreeRobotic s/status/2069751801096909214/video/1 …
Vinod Khosla’s warning for India's BPO in the age AI: The traditional IT services and BPO business “will be gone” But India can still win if it shifts to deploying AI. ---- From "SparX by Mukesh Bansal" YouTube channel, (link in comment)
There's enough reason to be optimistic in this direction. We stopped accepting infection, we stopped accepting bad hearts, smallpox is gone, childbirth stopped killing women at scale Aging is just next on a very consistent list.
Great paper on Self-evolving agents. Enterprise agents cannot truly improve until their messy daily work becomes safe learning data. A future enterprise agent may improve by updating memory before changing its underlying model. The problem is that deployed age
Another reset for Codex and ChatGPT Work again 100% of weekly limits for paid users
So, OpenAI is also a signatory to this.
Rohan Paul @rohanpaul_ai · 16h Open Weights and American AI Leadership From microsoft.com 1 1.1K
Claude Opus 5 beat Claude Fable 5 on a hard 3D coding test at 3/4 the price. cool experiments by @thehypedotnews - opus 5 vs. fable 5 vs. gpt 5.6 sol vs. kimi k3 opus 5 produced the best-engineered and most visually convincing Three.js results wondering why an
The 1st open-source local agent to surpass Hermes on GAIA benchmark. Loop design, not model size, drove this whole gap. @atomicagent_io , a local-first AI agent that runs on your machine, with local or cloud models. Open source on macOS, Windows & Linux. Both
The hardware wave is picking up speed. Genspark just launched its first hardware, SecondBrain Note, a card-sized thin recorder pairing 35hrs of audio capture with searchable meeting memory. The 2.95mm, 26g aluminum card uses 4 microphones and 64GB storage for
BlackRock CEO Larry Fink on why china is ahead in the AI energy race. "We don't have the ability to build fast enough. And then I go watch China. China's building 100 gigawatts of nuclear. They're building close to 100 gigawatts of solar." https:// x.com/ArkkD
The $10-$15 trillion total addressable market for AI, if it is successful, is actually "terrifying". - The famous "Dean of Valuation", Professor Aswath Damodaran, of NYU Stern School of Business. The reason: AI as a tool is a much smaller market; AI as a repla
atomic[.]chat, a desktop app that runs LLMs locally, ran a very revealing comparison for Claude Sonnet 5, Claude Opus 4.8, Claude Sonnet 4.6, and GPT 5.5. Claude Sonnet 5 just matched GPT 5.5 on 3 physics coding demos at 6x lower cost. Also spent minimum numbe
Meta open-sourced a brain-to-text system that reaches 78% word accuracy without surgery. Brain2Qwerty v2 converts non-invasive brain recordings into text with 61% average word accuracy and 78% for its strongest participant. The system reads MEG signals from a
Most AI products ask users to leave their workflow and enter a separate box of intelligence. Acti ( @openacti1 ) reverses that direction by putting the agent inside the text field, where plans, questions, replies, reminders, links, and decisions already begin.
"If we could snap our fingers and get a pile of data... we would solve general robotics right now." - Figure CEO Brett Adcock The big bottleneck in Physical AI / robotics is not better models, but better robotics data infrastructure. That is the gap @cyberorig
FT: Google capped Meta’s use of Gemini after Meta asked for more model compute capacity than Google could supply. Meta’s problem is that it uses Gemini inside safety automation, customer support, ad tools, coding, and internal workflows. Google’s problem is di
Reuters: Austria is asking the EU to give Anthropic a European base because US AI controls have turned frontier-model access into a geopolitical dependency. It is asking Brussels to explore a political and legal package that could make Anthropic run part of it
Box's CEO discusses AI access as a new tool in geopolitics.
The State of the AI Economy shows $110B real AI revenue over 12 months.
Microsoft just turned Copilot in Excel into a finance workflow system So it can follow team-defined methods, pull institutional data, and leave an audit trail for every workbook edit. The new connectors bring finance data from FactSet, Morningstar, PitchBook,
This act requires AI data center builders to pay for new power plants and upgrades.
OpenAI released a paper showing agents executing most tasks in office work.
OpenAI is becoming a test case for workplaces where humans supervise agents.
Non-developer Codex adoption is up 189x in organizations and 137x among individuals.
i10X just introduced Superagent, an AI Chief of Staff built to turn business goals into finished work. By giving an AI agent access to 100+ tools, cloud execution, research, writing, prospecting, decks, SEO, and human approval gates. Most AI tools still depend
AI agents could mediate $3 Tn to $5 Tn in consumer commerce by 2030, transforming retail shopping.
Raoul Pal explains how agentic AI can replicate and optimize software on demand.
Intelligence may relate more to better knowledge structures than larger models.
This diagram shows the paper’s idea that intelligence can be modeled as a small meaning-based decision map, where clues like danger, food, urgency, and location push the system toward 1 of 4 actions: hide, escape, stay still, or move slowly. The point is that
Brilliant NVIDIA’s Rubin AI servers can now cool every chip and networking part with 45°C water-glycol coolant instead of cold air. The big deal with this is that cooling water use can drop from about 2.6M gallons per MW per year to near zero in suitable clima
Nice. Getting this same feeling around, a quieter shift in AI coding: powerful agents moving back onto private machines. curious how far this can go with mid-range consumer hardware.
Atomic Chat just made Cline run coding agents on local AI models. @cline is the agent layer: it can read files, edit code, run terminal commands, inspect errors, and ask approval before actions. Atomic Chat is the model layer: it runs open-weight models offlin
Link to the technical blog of MaineCoon-22B and apply for access.
The self-resampling part of MaineCoon-22B is crucial for training.
AI video is moving into real-time reaction era, with MaineCoon leading.
MaineCoon preserves human presence across time, key for social world model.
Funding sources include $1.4T from hyperscalers and more.
History tells us there may be a bust in the future.
Nypost: Anthropic is trying to get Washington to reverse the US block on its most powerful Mythos Anthropic has proposed working more closely with the Trump administration, improving communication, and resolving security concerns faster as it seeks to end the
Proposed closer work with Trump administration for security.
The kill-switch debate received user feedback.
Viktor grew a $20M annualized revenue run rate outside Microsoft Teams. Now it works inside Teams. This revenue is from an AI employee that does the job, not one that just replies. Try free at @viktor__com . $100 in credits, no card.
And the Github of Atomic Mail https:// github.com/Atomic-Mail/at omic-mail-agentic …
Yann LeCun ( @ylecun ) explains why LLMs are limited in terms of real-world intelligence during a Bloomberg interview. "Language is a very approximate, reduced, quantized, and simplified description of the world, and LLMs can only deal with discrete sequences
Agents can now have their own email! @atomic_mail just launched something to fix a missing piece in agentic workflows: agents need inboxes of their own, not borrowed human ones. So Atomic Mail connects to popular agents like Claude Desktop, Cursor, OpenAI-base
Try it here now https:// atomicmail.io/agents
Noam Shazeer, a key model builder, is moving to OpenAI.
He discusses the commercial losses from not releasing the model.
Anthropic just rolled out a major Claude Design update, adding design system imports and code round-trips.
The G7 AI lunch showed that frontier AI leaders are part of geopolitical decision-making.
Genspark's AgentBase allows users to turn existing data into internal tools.
This is their more detailed technical report.
Logarithmic AI compute chips are 17x more tokens per watt.
Microsoft’s 2026 Work Trend Index shows Singapore workforce ahead on AI adoption. 66% of Singapore AI users say they now produce work they could not have made a year ago, compared with 58% globally. Among Frontier Professionals, Microsoft’s term for advanced A
AI diffusion over time by economy
The KV cache management is probably doing more work here, than most people will notice. Continuity lives in memory, not only in pixels. Great project.
Check out this paper on AI.
Pythagoras-Prover shows Lean theorem proving is less dependent on giant models.
Connects AI agents to the entire software workflow.
This article is from the CEO of @FactoryAI.
Especially crucial for long-running agents.
There is so much potential in robotics training data for the next trillion-dollar industry.
High-quality interactions can train weaker student models to imitate useful behaviors.
Great article by Satya Nadella on organizational economics of AI and 'token capital', emphasizing the importance of learning loops.
This is why generic model performance is only half the story for enterprise AI.
This is why generic model performance is only half the story for enterprise AI.
Traditional IT services and BPO will be gone, but India can win with AI.
Current AI agents struggle to pass real human verification checks.
NVIDIA posts benchmark results showing GB300 NVL72 runs 20x more coding agents per megawatt.
AgentPerf treats agentic AI as a long-running workload, considering memory and networking.
Opportunity of the century.
The scary part is what happens when AI learns the last 10%.
This paper shows an AI improving itself better when it rewrites its setup.
Jeff Bezos discusses what Prometheus is building, focusing on AGI.
Jeff Bezos predicts a labor shortage as a result of AI advancements.
Many mistook the hyper-realistic robotic suit for XPeng’s IRON humanoid robot.
Dario Amodei's new interview, says AI progress suddenly going crazy. "The experience of the smooth exponential is, nothing's happening, nothing's happening, nothing's happening. Little things happen, and then zoom, it goes crazy." From "Bloomberg Originals" Yo
Bloomberg: Magnetar Capital, the $18B hedge fund company, will avoid human analysts in its newest offering and rely on hundreds of AI agents for stock research. The $18B hedge fund firm wants AI to search for ideas, study companies, recommend positions, and fo
Palantir CEO Alex Karp on AI labs "It's hyper-religion of hyper-optimism...They believe all problems, present, past, and future, including the ones they create but don't acknowledge they create—will be solved by them, including human nature." On @CNBC
We used to check if Claude is doing the work right; now we check if it is doing the right work.
Nvidia CEO Jensen Huang handed out SK Hynix HBM chips snack bags in Seoul.
FT reports AI is increasing software supply faster than demand, with extra output lost before reaching customers.
Demis Hassabis states society needs to prepare for AGI, expected around 2030.
OpenAI is preparing its biggest ChatGPT redesign yet, aiming to create a superapp.
"I don't prompt Claude anymore. I have loops running that prompt Claude."
Kids could start a multi-bn dollar business using these AI tools.
"Pretty soon, competition math, competition coding, is not going to be interesting anymore."
Moves memory work out of the model to enhance performance.
Nemotron 3 Ultra performs similarly but is 10X cheaper.
Tencent WorkBuddy is now China's #1 PC-based productivity AI agent.
WorkBuddy acts more like a teammate, breaking down tasks effectively.
Anuma is working to make AI workflows more portable and private.
Most AI tools depend on a single model, causing memory issues.