OpenAI's Codex Poised for Unprecedented Compute Scaling by 2026!
Analysis
Key Takeaways
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“According to Apple's website, brands like Huawei, OPPO, vivo, and Xiaomi are now included in the iPhone Tradein program.”
“The abrupt change in personnel was in the works for several weeks, according to an OpenAI executive.”
“AI agents have become tools that are "naturally used".”
“According to Nexos.ai, that model will give way to something more operational: fleets of task-specific AI agents embedded directly into business workflows.”
“Claude Code の Slack 連携を使えば、Slack の会話から直接 Claude Code を発火させ、コーディングタスクを自動化できます。”
“According to tech website TheVerge, the 2026 International Consumer Electronics Show (CES) will open in Las Vegas on January 6.”
“"Recently, I often see articles about the use of AI tools. Therefore, I will introduce the tools I use, how to use them, and the environment settings."”
“Manus's fix is stupidly simple — 3 markdown files: task_plan.md → track progress with checkboxes, notes.md → store research (not stuff context), deliverable.md → final output”
“Zuckerberg subsequently "sidelined the entire GenAI organisation," according to LeCun. "A lot of people have left, a lot of people who haven't yet left will leave."”
“According to the Wall Street Journal, citing internal financial disclosure documents, OpenAI's current equity incentive program for employees has reached a new high in the history of tech startups, with an average equity compensation of approximately $1.5 million per employee, applicable to about 4,000 employees, far exceeding the levels of previous well-known tech companies before their IPOs.”
“According to sources familiar with the plans, SpaceX, OpenAI, and Anthropic are all moving forward with their IPO plans, with the total fundraising expected to reach tens of billions of dollars.”
“According to the Financial Times, European financial institutions are planning to cut 200,000 jobs due to AI implementation.”
“According to the publication, it’s expected to produce more natural-sounding speech than OpenAI’s current models.”
“According to sources, OpenAI is optimizing its audio AI models for the future release of an AI-powered personal device. The device is expected to rely primarily on audio interaction. Current voice models lag behind text models in accuracy and response speed.”
“According to Dr. Tom McClelland, consciousness alone isn’t the ethical tipping point anyway; sentience, the capacity to feel good or bad, is what truly matters. He argues that claims of conscious AI are often more marketing than science, and that believing in machine minds too easily could cause real harm. The safest stance for now, he says, is honest uncertainty.”
“According to a report Tuesday from Chia-focused tech site Pandaily […]”
“ASUS officially announced a price increase for its products, citing rising DRAM and SSD prices. According to ASUS's latest official statement, the company will increase the prices of some products starting January 5th, due to the rising costs of DRAM and storage driven by artificial intelligence demand. Although ASUS has not yet disclosed the specific increase, this move is similar to Dell's, which previously announced a price increase of up to 30%.”
“The proposed method partitions the data according to the estimated propensity score and applies Patchwork Kriging to enforce continuity of HTE estimates across adjacent regions.”
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“The CMU5 rate in D-8 nations has steadily decreased, according to a somewhat negative linear regression model, therefore slightly undermining the fourth Millennium Development Goal (MDG4) of the World Health Organisation (WHO).”
“GLiSE is a prompt-driven tool that turns a research topic prompt into platform-specific queries, gathers results from common software-engineering web sources (GitHub, Stack Overflow) and Google Search, and uses embedding-based semantic classifiers to filter and rank results according to their relevance.”
“"As a business unit within Qualcomm, Arduino continues to make independent decisions on its product portfolio, with no direction imposed on where it should or should not go," Bedi said. "Everything that Arduino builds will remain open and openly available to developers, with design engineers, students and makers continuing to be the primary focus.... Developers who had mastered basic embedded workflows were now asking how to run large language models at the edge and work with artificial intelligence for vision and voice, with an open source mindset," he said.”
“The paper reports on the presence of families of exact solutions for a complex scalar field that behaves according to the rules of discrete $Z_N$ symmetry.”
“Thankfully, according to reports, TSMC's factories are all intact, saving the world from yet another spike in chip prices.”
“I’ve carefully compared the responses from both models, and I realized Gemini 3 Flash is way better. It’s actually surprising.”
“During a seven-nation polar exercise in Canada earlier this year to test equipment worth millions of dollars, the U.S. military's all-terrain arctic vehicles broke down after 30 minutes because hydraulic fluids congealed in the cold.”
“The method provides a large class of exterior solutions of the constraint equations that can be matched to given interior solutions, according to the existing gluing techniques.”
“It's just sad that asking stuff to ChatGPT provides way better answers than you can ever get here from real people :(”
“According to Interface News, the Xiaomi 17 Ultra Leica Edition was sold out within hours of its pre-sale launch, leading to price speculation on second-hand platforms.”
“QueryQuilt achieves 100% accuracy in identifying knowledge gaps among simulated students and 95% completeness when tested on real student-AI dialogue data.”
“Europe’s fintech sector raised around €18–20 billion across roughly 1,200 deals in 2025, according to PitchBook estimates, marking…”
“According to Xsignal data, Qianwen App's monthly active users (MAU) exceeded 40 million in just 30 days of public testing.”
“Pixio is a self-supervised vision model that extends MAE, and features including patch tokens + class tokens can be easily extracted.”
“"Nvidia buying AI chip startup Groq's assets for about $20 billion in largest deal on record, according to Alex Davis, CEO of Disruptive..."”
“The article's abstract or introduction would likely contain the specific mathematical details and context for the research. Without access to the full text, it's impossible to provide a direct quote.”
“AMA Announcement: Z.ai, The Opensource Lab Behind GLM-4.7”
“Flux.2 and Qwen Image are image generation models with different strengths, and it is important to use them properly according to the application.”
“AI adoption is actually flattening and or dropping according to Data from the Census Bureau and Ramp via Apollo.”
“The article likely discusses how LLMs can be adapted to understand and respond to individual student needs, potentially including their learning styles, prior knowledge, and areas of difficulty.”
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“Sam Altman says Meta offered OpenAI staffers $100M bonuses.”
“The effects of artificial intelligence on adolescents are nuanced and complex, according to a new report that calls on developers to prioritize features that protect young people from exploitation, manipulation and the erosion of real-world relationships.”
“The technique makes local LLMs reason more efficiently by adaptively allocating computational resources based on query complexity.”
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“This report outlines the safety work carried out prior to releasing OpenAI o1 and o1-mini, including external red teaming and frontier risk evaluations according to our Preparedness Framework.”
“This report outlines the safety work carried out prior to releasing GPT-4o including external red teaming, frontier risk evaluations according to our Preparedness Framework, and an overview of the mitigations we built in to address key risk areas.”
“We’ve terminated accounts linked to covert influence operations; no significant audience increase due to our services.”
“The article likely contains a quote from a Hugging Face representative or a Gradio developer, possibly highlighting the benefits of the reload mode or providing technical details.”
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