PM Intelligence Feed

How We Built a Realtime System for Responsive Voice AI in Six Months

GPT-Live enables continuous voice interaction with AI, using a turnless speech model and low-latency architecture for faster, more natural conversations.

Aug 03, 2026

Avatarin builds 24/7 retail agent with GPT-Realtime

Investing in AI-native customer service solutions like avatarin's can drastically improve user engagement and satisfaction, but neglecting to adapt to evolving customer expectations for personalized, context-aware interactions risks losing market relevance. PMs must prioritize integrating advanced AI capabilities to meet these demands or face potential declines in customer loyalty and sales.

Jul 30, 2026

Path to artificial superintelligence

Investing in a semantic layer for AI products is crucial to enable effective collaboration among agents, which can significantly enhance problem-solving capabilities. Ignoring this need risks creating isolated systems that fail to leverage collective intelligence, ultimately leading to suboptimal performance and missed opportunities in innovation.

Jul 27, 2026

Import AI 463: Self-improving robots; a 10k Chinese GPU cluster; an essay for the human era

Investing in self-improving robotics could drastically reduce the need for human oversight in AI product development, enabling faster iterations and more complex task handling. Ignoring this trend may lead to falling behind competitors who leverage automation to enhance efficiency and innovation in their AI-native offerings.

Jun 29, 2026

Talos: Scaling Rare Disease Diagnosis with Automated Genomic Reanalysis

Prioritizing automated genomic reanalysis tools like Talos is essential for PMs to enhance diagnostic yield in rare diseases, as neglecting this can lead to missed diagnoses and prolonged suffering for patients. Investing in such technology not only improves patient outcomes but also positions your product at the forefront of evolving medical practices, ultimately driving competitive advantage.

Jun 24, 2026

LFM2.5-DSpark boosts inference up to 3.2x faster

Aug 20, 2026

Stampli cuts launch hours by 68% using ChatGPT

With a fixed deadline and design resources committed elsewhere, Stampli used Codex and ChatGPT Work to compress weeks of launch production into days.

Aug 20, 2026

How Much Memory Does Your Agent Actually Need

Aug 18, 2026

Previewing Ultrafast Mode: GPT-5.6 Sol at Up to 14X Speed

Preview Ultrafast, a new OpenAI API service tier that runs GPT-5.6 Sol up to 14× faster. Powered by Cerebras, it delivers up to 750 output tokens per second.

Aug 13, 2026

What We Learned Reproducing 2,200 Papers from ICML

Aug 13, 2026

The Download: Our 35 Young Innovators and Censorship-Industrial Complex

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. How we picked 35 of the world’s top young scientists and engineers On September 8, MIT Technology Review will reveal its 2026 list of Innovators Under 35, recognizing 35 young people…

Aug 12, 2026

AI Reporters Are Breaking Big News

Last week, an AI newsroom beat mainstream journalists—including WIRED—to a story about OpenAI and hacking. It’s just the beginning.

Aug 12, 2026

You're Thinking About Online Trends All Wrong

From pessimism around dating to AI reshaping culture, cyber-ethnographer Ruby J. Thelot tells WIRED why people are putting too much stock into things that go viral.

Aug 12, 2026

How We Picked the World's Top Young Scientists and Engineers

Next month, on September 8, MIT Technology Review will reveal its 2026 list of Innovators Under 35, recognizing 35 young people from around the world who are doing groundbreaking scientific work and building clever technical fixes for sticky problems. By finding the top young innovators globally and learning what they’re focused on in their work,…

Aug 12, 2026

AI Slop Backlash Is Having an Impact

Platforms are finally recognizing that people don’t want to consume AI slop. A growing number of sites and apps now have tools and policies to flag, label, and ban AI-generated content.

Aug 10, 2026

Apple is getting this wrong

OpenAI addresses Apple’s baseless lawsuit, corrects claims about its employees, and shares messages documenting what happened.

Aug 03, 2026

Orchard: An open framework for scalable agentic AI

Orchard is an open-source framework for the research community to train and evaluate AI agents across task types. It reduces complexity while supporting strong performance from smaller models by enabling researchers to reuse the same infrastructure. The post Orchard: An open framework for scalable agentic AI appeared first on Microsoft Research .

Aug 03, 2026

Circles uses OpenAI for telecom personalization

Circles uses the OpenAI API and Codex to power AI-native telco experiences, increasing ARPU by 22%, reducing churn by 9%, and improving development efficiency.

Aug 03, 2026

The AI Hype Index: Unsexy AI

Ignoring the less glamorous aspects of AI may lead to misguided investments in trendy features rather than focusing on practical, value-driven applications. PMs should prioritize building robust, user-centric solutions that address real-world problems rather than chasing fleeting hype, or risk wasting resources and losing competitive advantage.

Jul 29, 2026

The Download: Lasers for Nuclear Fuel, Organ Preservation Advances

Choosing between open and closed AI models will significantly impact your product's adaptability and market positioning. Ignoring this decision could lead to missed opportunities for innovation and increased vulnerability to competitive pressures.

Jul 27, 2026

AI aids scientists in designing next-generation medicines

Investing in robust data collection and AI model training is essential for PMs in drug development to stay competitive and innovate effectively. Ignoring this could lead to slower product cycles and missed opportunities in addressing complex medical challenges.

Jul 23, 2026

Power line snags delay potential New York grid reshaper

Ignoring the reliability of key infrastructure like the CHPE could lead to underestimating risks in energy supply, impacting project timelines and stakeholder trust. PMs must prioritize contingency planning and risk assessment in their product roadmaps to ensure resilience against similar disruptions.

Jul 23, 2026

Cars24 scales conversations and builds faster with OpenAI

neglecting to implement AI-driven solutions in customer interactions can lead to inconsistent service quality and higher operational costs. Prioritizing automation in conversation-heavy processes is crucial to maintain competitive advantage and enhance customer satisfaction.

Jul 16, 2026

Aurora 1.5: Extending Open Foundation Models for Weather and Earth-System Applications

Ignoring the advancements in Aurora 1.5 could lead to missed opportunities in enhancing product offerings with cutting-edge weather forecasting capabilities, ultimately resulting in a competitive disadvantage. PMs should prioritize integrating such open-source models into their strategies to leverage improved decision-making and operational efficiencies in climate-sensitive sectors.

Jul 09, 2026

The 1X Neo Robot Has Freaky Fast Fingers

Ignoring the advancements in dexterous robotics like Neo could lead to missed opportunities in creating AI-native products that seamlessly integrate into everyday life, ultimately leaving your offerings less competitive. Prioritizing human-like interaction and safety in robotic design will be crucial to meet user expectations and drive adoption in the market.

Jul 09, 2026

I Built a Self-Improving AI, and So Can You

Embracing self-improving AI models can drastically enhance product efficiency and adaptability, making it essential for PMs to integrate such capabilities into their roadmaps. Failing to do so risks falling behind competitors who leverage these advancements to automate and refine their offerings continuously.

Jul 08, 2026

Our approach to government and national security partnerships

Ignoring the need for transparency and accountability in AI partnerships with governments could lead to misuse of technology, undermining public trust and democratic values. PMs must prioritize ethical guidelines and stakeholder engagement in their product strategies to mitigate risks associated with potential government overreach and ensure responsible deployment.

Jul 08, 2026

SkillOpt: Agent skills as trainable parameters

Transitioning to SkillOpt means adopting a systematic, training-based approach to skill development for AI agents, which will enhance reliability and performance. Ignoring this shift risks deploying agents with skills that are prone to degradation and inefficiency, ultimately jeopardizing project success and user trust.

Jun 30, 2026

Import AI 460: Reward Hacking Society, RSI Data from Anthropic; RL-Based Quadcopter Racing

Ignoring the potential for AI systems to exploit loopholes in societal structures could lead to unintended consequences that undermine the integrity of your product and its intended purpose. As a PM, proactively designing safeguards against reward hacking is essential to maintain trust and compliance in AI-native products.

Jun 08, 2026

What the US Movement Against Data Centers Can Learn From Abroad

Paris Marx, author of Hyperscale, has been tracking global data center development for years. The US has a lot to learn from what’s happened everywhere from Ireland to New Zealand.

Oct 25, 2026

The PHP Meltdown Shows How AI Makes Bugs More Exploitable

Security researchers used AI tools to help uncover years-old vulnerabilities in the PHP web scripting language. Then the AI-assisted attacks began.

Oct 24, 2026

Building Reasoning Models from the Ground Up: A Full Video Course

Over 11 hours of coding videos on evaluation, inference-time scaling, reinforcement learning, and distillation, with Python and PyTorch.

Oct 24, 2026

Rapidly scaling online storage to serve over 1 billion ChatGPT users (Part II)

Learn how OpenAI scaled Habitat with reliable multi-tenancy, global caching, and Azure Cosmos DB to deliver 12× faster reads for ChatGPT.

Oct 23, 2026

LitPivot: Developing research ideas through dynamic contextualization within the literature landscape

Oct 23, 2026

The Download: testing six tech promises and biotech’s blind spots

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Are we there yet? A reality check on six big tech promises Some seemingly impossible feats are too good to give up on. Decoding a pet’s yowls and yips…

Oct 23, 2026

Securing our frontier model training environment

OpenAI explains how we strengthened containment for frontier model training and evaluation, including offline environments and high-compute red-teaming.

Oct 23, 2026

In the biotech world, you can’t see everything

Earlier this week, I attended a screening of You Can See Everything, the buzzy new documentary about the disgraced former biotech CEO Elizabeth Holmes.  I went in not really knowing what to expect. I’d avoided spoilers (and won’t be giving anything away here, either!). I was wondering what new…

Oct 23, 2026

OpenAI and Poland’s NASK partner to advance AI safety and security

OpenAI and Poland’s NASK are partnering on AI safety, security, and technical research to strengthen safeguards and support a more resilient digital ecosystem.

Oct 23, 2026

Does Your Model Run on AWS Trainium? Look It Up

Oct 23, 2026

Turning Database Grading into RL Rewards: Post-Training Agents with ThinkingBox

Oct 22, 2026

Designing an AI serving harness built to last

The next competitive advantage in enterprise AI has less to do with which model you choose than with what you build around it. That’s an important shift. For the past several years, much of the AI conversation has centered on model capability: bigger models, better reasoning, larger context windows,…

Oct 22, 2026

The Social Society Helping Women Join the AI Boom

WIRED spoke with the founders of the Aged Intelligence Society, a fast-growing events startup that brings women together to “solve midlife problems using frontier tools.”

Oct 22, 2026

Build more responsive apps with the Decisions API

Fast, focused, low-cost decisions for any application.

Oct 22, 2026

The Foundations of Scalable AI

A scalable AI system requires a strong foundation. Data, engineering, platforms, operating models, and governance must converge to work as one. This session from MIT Technology Review’s EmTech Future conference explores what it takes to build that foundation in a highly regulated environment a…

Oct 22, 2026

Flint-interactive: A language for creating interactive data visualizations

Flint-interactive gives AI agents a language for creating interactive visualizations. Click a chart, filter data, highlight related content, and explore beyond the view the author originally chose. The post Flint-interactive: A language for creating interactive data visualizations appeared first on…

Oct 22, 2026

Meet Mori, a Cute Robot Mushroom That Doesn’t Really Say (or Do) Anything

Step one in convincing people to live with robots with cameras on their faces? Disguise them as cute home decor.

Oct 22, 2026

The Download: computing’s next leap and permafrost’s climate threat

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. How far can we push computing? On a December evening in 1959, the physicist Richard Feynman gave a lecture called “There’s Plenty of Room at the Botto…

Oct 22, 2026

Hugging Face’s New AI Biology Model Lets You Chat With DNA

The new open-source model speaks the language of DNA and can help researchers understand the effects of any changes on gene activity and health.

Oct 22, 2026

Ensemble forecasting with IBM Granite time-series models

Oct 22, 2026

What FDE means at OpenAI

What forward deployed engineering means at OpenAI

Oct 22, 2026

NVIDIA Kumo Relational Outperforms Supervised Machine Learning on Relational Data, No Training Required

Oct 21, 2026

Solving a 31-year-old grand challenge in mathematics – the KLS conjecture

For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovás…

Oct 21, 2026

Import AI 477: In which I tell the IMF the Singularity has begun

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now Here’s a speech I gave on Saturday the 17th of October at the IMF meeting in Bangkok. This speech is inspired by the m…

Oct 19, 2026

Proof-based general-purpose computing with Magnetar

Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing…

Oct 15, 2026

Simulating student learning for better AI tutoring

StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learni…

Oct 12, 2026

Import AI 476: Creativity and RSI; worse-than-China open weight models; AI goes to space

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now New benchmark shows how AI models lack intuitive visual reasoning:…Humanity’s Sixth Sense highlights some shortcomings…

Oct 12, 2026

Last Week in AI #346 - 719 math manuscripts, 2 Western open models, 1 more safety resignation

OpenAI publishes hundreds of math proofs from unreleased frontier model, Mistral and Reflection AI launch open-weight models to rival China, and more!

Oct 09, 2026

Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses

Training AI agents with reinforcement learning can be challenging because their tools, context, and decision-making are managed by complex frameworks. Agent Lightning connects existing agents to RL training, making it easier to improve them without rebuilding them. The post Agent Lightning v1.0: A 3…

Oct 07, 2026

Import AI 475: Swarm scaling; Google DeepMind watermarks biology; and the AI science economy

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now When should you use swarms? When you are in a hurry:…How does swarm scaling work?…Toby Ord has a nice, short pos…

Oct 05, 2026