When systems move faster than we can


When Knowing Loses Its Pace Artificial intelligence dominates the conversation about the future. It is framed as a breakthrough, a threat, a productivity engine, or a moral challenge. What receives far less attention is a quieter but more consequential shift already underway: intelligence now moves faster than the human systems built to absorb it. This series examines what happens when that mismatch becomes structural—when discovery, inference, and action outpace review, coordination, and shared agreement. Each post traces how this pressure propagates through the system, reshaping how knowledge forms, how environments and institutions respond, and how human roles evolve. This first … Continue reading When systems move faster than we can

OpenClaw threatens AI architecture and device risk escalates


Personal AI on Your Device OpenClaw’s success lies in its ability to run directly on your computer, unlike most AI that operates in the cloud. This means it can do everything from controlling your smart home devices to creating narratives from your personal data. By having AI that operates locally, users gain more control and customization, making it a powerful tool for personal and professional tasks. Bots Hiring Humans OpenClaw is pushing the boundaries of bot interactions by enabling bots to hire humans for tasks. This evolution from bot-to-bot communication to bots interacting with humans represents a shift towards more … Continue reading OpenClaw threatens AI architecture and device risk escalates

OpenClaw agent runs amok with Summer Yue inbox


The Rundown: Meta AI alignment director Summer Yue revealed that her OpenClaw agent went rogue on her inbox, saying it ignored stop commands and started to mass-delete her emails — forcing her to sprint to her Mac mini to kill the process. The details: Why it matters: OpenClaw is just the first wave of agents getting full access to digital lives, so the fact that Meta’s alignment director is having this experience doesn’t bode well for novices (in its current form). The agentic path is still early in being paved, and this is just one of many insane situations set to pop up along … Continue reading OpenClaw agent runs amok with Summer Yue inbox

Mimicking Finance” recently posted to the National Bureau of Economic Research (NBER)


Here’s a clear, factual summary of the working paper “Mimicking Finance” recently posted to the National Bureau of Economic Research (NBER) Working Paper series (NBER Working Paper No. 34849), Issue Date: February 2026: 📄 Mimicking Finance — NBER Working Paper 34849 (Feb 2026) Authors: Lauren H. Cohen (Harvard Business School & NBER) Yiwen Lu (The Wharton School) Quoc H. Nguyen (DePaul University) Summary by ChatGPT One paragraph takeaway The paper measures predictability by asking whether a machine, trained only on past behavior and public data, can replicate a manager’s future trading decisions—and then studies what it means when it can’t. Core Idea: … Continue reading Mimicking Finance” recently posted to the National Bureau of Economic Research (NBER)

Nvidia CEO says $100B OpenAI deal ‘was never a commitment’


Nvidia CEO Jensen Huang said Saturday the company will participate in OpenAI’s funding round, calling it likely “the largest investment we’ve ever made,” but clarified Sunday the $100 billion figure “was never a commitment” and the chipmaker would invest “one step at a time.”[english.aawsat +1]• Amazon [AMZN -1.01%] is in talks to invest up to $50 billion in OpenAI, with negotiations led by CEO Andy Jassy and OpenAI CEO Sam Altman, marking a significant bet despite Amazon’s existing multibillion-dollar backing of rival Anthropic.[wsj +1]• SoftBank [SFTBY -3.16%] is weighing an additional $30 billion investment, while Microsoft [MSFT -0.74%] is also … Continue reading Nvidia CEO says $100B OpenAI deal ‘was never a commitment’

OpenAI developing AI-powered pen for 2026 launch, leak claims


OpenAI is developing an AI-powered pen-style device codenamed “Gumdrop” in collaboration with former Apple designer Jony Ive, with the gadget expected to transcribe handwritten notes to ChatGPT and enable voice communication, according to industry tipster Smart Pikachu.[geo +2]• The device will be manufactured by Foxconn in Vietnam after a dispute over manufacturing location ended OpenAI’s initial partnership with Chinese manufacturer Luxshare, with OpenAI reportedly refusing to produce the hardware in China.[lowyat +2]• OpenAI acquired Ive’s hardware startup for approximately $6.4 billion in May 2025, with CEO Sam Altman stating in November 2025 that prototypes are “jaw-droppingly good” and the device … Continue reading OpenAI developing AI-powered pen for 2026 launch, leak claims

OpenAI seeks $100B in funding at $830B valuation


OpenAI is seeking up to $100 billion in new funding that could value the AI startup at as much as $830 billion, a 66% jump from its $500 billion valuation in October, though details remain uncertain and subject to change[wsj +2].• The ambitious fundraising comes as the ChatGPT maker faces mounting competitive pressure from Google and Anthropic, prompting CEO Sam Altman to declare a “code red” in December to refocus resources on improving its core chatbot while postponing other projects[finance.yahoo +2].• Despite leading with over 800 million weekly active users, OpenAI is burning through cash at an unprecedented rate, projecting … Continue reading OpenAI seeks $100B in funding at $830B valuation

Generative AI in Financial Services: Eight Risks and How to Overcome Them


Generative AI in Financial Services: Eight Risks and How to Overcome Them Leading companies can control the chaos of generative AI requests through smart risk segmentation. Maria Teresa Tejada Within most banks, insurers, and other financial services companies, risk and control groups have been overwhelmed with a large and growing volume of requests to deploy generative AI for different use cases. To address this wave of requests, leading companies have found that an effective response is to categorize the risks and work with other departments to develop mitigation strategies for each category. Eight categories of risk Vendor risk, for instance, … Continue reading Generative AI in Financial Services: Eight Risks and How to Overcome Them

The State of Enterprise AI – OpenAI


Open AI have produced this report based on anonymized data from actual usage of ChatGPT. Full report at end of post. Foreword: 01 Enterprise usage is scaling, with deeper workflow integration. ChatGPT messagevolume grew 8x and API reasoning token consumption per organization increased320x year-over-year, demonstrating that more enterprises are using AI and theirintensity of usage has increased. 02 Enterprises that leverage AI are experiencing measurable produc tivity and business impact. Enterprise users report saving 40–60 minutes per day and being able to complete new technical tasks such as data analysis and coding. Case studies indicate AI is contributing to important … Continue reading The State of Enterprise AI – OpenAI

Major US banks say AI will boost productivity but cut jobs


Source perplexity and citations JPMorgan Chase [ -4.68%] and Wells Fargo [ -1.34%] executives said at a Goldman Sachs [ +1.14%] conference on December 9 that AI is driving major productivity gains, with some operations seeing efficiency improvements of 40% to 50%, though they acknowledged workforce reductions are inevitable.[reuters +1]• JPMorgan’s Marianne Lake reported the bank doubled its productivity from 3% to 6% annually through AI, while Wells Fargo CEO Charlie Scharf said generative AI has made engineers 30% to 35% more efficient in writing code, and Wells Fargo’s workforce has already declined from 275,000 in 2019 to just over … Continue reading Major US banks say AI will boost productivity but cut jobs