Another reset for Codex and ChatGPT Work again 100% of weekly limits for paid users
Another reset for Codex and ChatGPT Work again 100% of weekly limits for paid users
rohanpaul_ai
All AI Pulse updates tagged "rohanpaul_ai".
92 signalsRohan Paul @rohanpaul_ai · 16h Open Weights and American AI Leadership From microsoft.com 1 1.1K
Rohan Paul @rohanpaul_ai · 16h Open Weights and American AI Leadership From microsoft.com 1 1.1K
So, OpenAI is also a signatory to this.
So, OpenAI is also a signatory to this.
Claude Opus 5 beat Claude Fable 5 on a hard 3D coding test at 3/4 the price.
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.
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.
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.
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 "terri...
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 Clau...
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.
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.
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...
"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 ...
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 ha...
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
CEO of Box on AI access in geopolitics
Box's CEO discusses AI access as a new tool in geopolitics.
Brilliant report on AI economy
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-d...
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,
US Congress moves Ratepayer Protection Act
This act requires AI data center builders to pay for new power plants and upgrades.
OpenAI's paper on office work
OpenAI released a paper showing agents executing most tasks in office work.
OpenAI as a test case for agent supervision
OpenAI is becoming a test case for workplaces where humans supervise agents.
Non-developer Codex adoption is exploding
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 finis...
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
Mckinsey report: AI agents transforming retail shopping
AI agents could mediate $3 Tn to $5 Tn in consumer commerce by 2030, transforming retail shopping.
Raoul Pal on AI Eating Traditional Software
Raoul Pal explains how agentic AI can replicate and optimize software on demand.
This diagram shows the paper’s idea that intelligence can be modeled as a small meaning-based...
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
Intelligence and Knowledge Structures
Intelligence may relate more to better knowledge structures than larger models.
Brilliant NVIDIA’s Rubin AI servers can now cool every chip and networking part with 45°C wat...
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.
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.
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
Self-Resampling Trick of MaineCoon-22B
The self-resampling part of MaineCoon-22B is crucial for training.
Link to MaineCoon-22B Technical Blog
Link to the technical blog of MaineCoon-22B and apply for access.
AI Video Enters Real-Time Reaction Era
AI video is moving into real-time reaction era, with MaineCoon leading.
Key Moment of Social World Model
MaineCoon preserves human presence across time, key for social world model.
Morgan Stanley estimates $2.9 trillion for data centers
Funding sources include $1.4T from hyperscalers and more.
Dot-com bubble vs. possible AI bubble
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 My...
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
Nypost: Anthropic seeks to reverse US block
Proposed closer work with Trump administration for security.
Anthropic vs. US Government Debate
The kill-switch debate received user feedback.
Viktor grew a $20M annualized revenue run rate outside Microsoft Teams.
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 …
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 duri...
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!
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
Try it here now https:// atomicmail.io/agents
Google’s Gemini co-lead is leaving for OpenAI.
Noam Shazeer, a key model builder, is moving to OpenAI.
Anthropic's Dario Amodei on delaying Mythos release.
He discusses the commercial losses from not releasing the model.
Anthropic rolls out major Claude Design update
Anthropic just rolled out a major Claude Design update, adding design system imports and code round-trips.
G7 AI lunch shows influence of AI leaders
The G7 AI lunch showed that frontier AI leaders are part of geopolitical decision-making.
Genspark's AgentBase: Build Your Own Internal Software
Genspark's AgentBase allows users to turn existing data into internal tools.
Tensordyne just announced a breakthrough Inference system
Logarithmic AI compute chips are 17x more tokens per watt.
This is their more detailed technical report
This is their more detailed technical report.
AI diffusion over time by economy
AI diffusion over time by economy
Microsoft’s 2026 Work Trend Index shows Singapore workforce ahead on AI adoption.
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
The KV cache management is probably doing more work here, than most people will notice.
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.
AI Paper Link
Check out this paper on AI.
Pythagoras-Prover Reduces Dependency
Pythagoras-Prover shows Lean theorem proving is less dependent on giant models.
A great article from @matanSF
This article is from the CEO of @FactoryAI.
Factory 2.0 is here
Connects AI agents to the entire software workflow.
Reduce handoff costs between tools
Especially crucial for long-running agents.
Next trillion-dollar industry in robotics training data
There is so much potential in robotics training data for the next trillion-dollar industry.
High-Quality Interactions Train Student Models
High-quality interactions can train weaker student models to imitate useful behaviors.
Satya Nadella on Organizational Economics of AI
Great article by Satya Nadella on organizational economics of AI and 'token capital', emphasizing the importance of learning loops.
Generic Model Performance is Only Half the Story
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.
This is why generic model performance is only half the story for enterprise AI.
Vinod Khosla’s warning for India's BPO in the age of AI.
Traditional IT services and BPO will be gone, but India can win with AI.
AI agents struggle with CAPTCHA verification
Current AI agents struggle to pass real human verification checks.
NVIDIA posts first agentic AI benchmark results
NVIDIA posts benchmark results showing GB300 NVL72 runs 20x more coding agents per megawatt.
AgentPerf treats agentic AI as a workload
AgentPerf treats agentic AI as a long-running workload, considering memory and networking.
Opportunity of the century.
Opportunity of the century.
Dario Amodei discusses AI's future
The scary part is what happens when AI learns the last 10%.
AI improves by rewriting its setup
This paper shows an AI improving itself better when it rewrites its setup.
Bezos reveals Prometheus project
Jeff Bezos discusses what Prometheus is building, focusing on AGI.
Bezos predicts labor shortage due to AI
Jeff Bezos predicts a labor shortage as a result of AI advancements.
Hyper-realistic robotic suit at Guangzhou Auto Show
Many mistook the hyper-realistic robotic suit for XPeng’s IRON humanoid robot.
Dario Amodei's new interview, says AI progress suddenly going crazy.
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 ne...
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 p...
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
Checking if Claude is Doing the Right Work
We used to check if Claude is doing the work right; now we check if it is doing the right work.
Nvidia CEO hands out HBM chips in Seoul
Nvidia CEO Jensen Huang handed out SK Hynix HBM chips snack bags in Seoul.
FT: AI Supply Exceeds Demand
FT reports AI is increasing software supply faster than demand, with extra output lost before reaching customers.
Demis Hassabis Discusses Future of AGI
Demis Hassabis states society needs to prepare for AGI, expected around 2030.
OpenAI is preparing a major ChatGPT redesign
OpenAI is preparing its biggest ChatGPT redesign yet, aiming to create a superapp.
Boris Cherny on using Claude
"I don't prompt Claude anymore. I have loops running that prompt Claude."
Competition math won't be interesting soon
"Pretty soon, competition math, competition coding, is not going to be interesting anymore."
Demis Hassabis on kids using AI tools
Kids could start a multi-bn dollar business using these AI tools.
Harness-1 Improves Search Agents by Offloading Memory Work
Moves memory work out of the model to enhance performance.
Nemotron 3 Ultra vs GPT-5.5 on Atomic Chat
Nemotron 3 Ultra performs similarly but is 10X cheaper.
WorkBuddy feels like a teammate
WorkBuddy acts more like a teammate, breaking down tasks effectively.
Tencent WorkBuddy becomes China's top AI productivity agent
Tencent WorkBuddy is now China's #1 PC-based productivity AI agent.
AI Tools Still Depend on One Model
Most AI tools depend on a single model, causing memory issues.
Anuma Aims to Enhance AI Workflow Usability
Anuma is working to make AI workflows more portable and private.
Microsoft's New Data Center Water Usage Equivalent to Restaurant
Microsoft's new data center has water usage comparable to a restaurant.
Robotic Finger Technology is Advancing Quickly
Robotic fingers are advancing rapidly, showcasing smooth movements.