#Industry news

AICorma is training a foundation model for defensive cybersecurity agents, trained with large-scale reinforcement learning on simulated enterprise networks. In red/blue team tests, a defender failed to find a planted backdoor 78% of the time, even when it was an identical copy of the model that planted it. Corma says its agentic Security Workforce is deployed at Fortune 500 companies and large enterprises, and that the firm's seed round is led by Sequoia Capital.

AIDatabricks published an analysis of four techniques it used to reduce internal AI spend while growing adoption, with savings of up to 90% in some scenarios. The techniques are shifting defaults to cheaper models such as GLM, automated task-level model routing, per-user spend visibility with adaptive budgeting, and pruning context bloat. The author, Ali Ghodsi, reposted Databricks co-founder Patrick Wendell's summary and recommended it.

AINvidia CEO Jensen Huang shared a post titled "AI at the final frontier" with a rocket emoji. The post's background context is Elon Musk's statement that SpaceX has committed to using Nvidia GPUs exclusively because they are the best.

AIAirbnb says its AI-native approach with smaller teams cut concept-to-launch time by up to 60% and nearly doubled shipped output, with about 80% more shipped in H1 than last year. The company says AI is now simply how it builds products.

AIAMD has agreed to acquire Taalas, an AI inference company, according to AMD CEO Lisa Su's post on X. Su described the Taalas team as phenomenal and working at the cutting edge of AI inference. The post gives no deal terms or closing timeline.

AIOpenAI is working with the American Psychological Association to bring psychological science and clinical expertise into its work on AI and youth mental health. Together, the two organizations plan to develop evidence-based guidance, resources, and safeguards aimed at ensuring AI supports young people's well-being and healthy development.

AIQuoc Le co-founded Discovery Loop with Jeff Dean, Sanjay Ghemawat, and Oriol Vinyals to automate machine learning, engineering, and science. The main post, from Chip Huyen, praises the effort and predicts auto science will be big.

AIGoogle's Jeff Dean says tomorrow will be his last day at the company after 27 years, which he describes as growing from 25 people to over 190,000. He notes Google now has thirteen products used by more than a billion people and says he is starting DiscoLoopAI with longtime colleagues Sanjay Ghemawat, Oriol Vinyals, and Quoc Le.

AIJeff Dean, Sanjay Ghemawat, Oriol Vinyals and Quoc Le are founding Discovery Loop, a Public Benefit Corporation focused on automating machine learning, science, and engineering to accelerate discovery. The founders say they have worked together for 14 to 30 years and helped build widely used products, infrastructure and AI models. Andrew Ng's own text is a congratulatory message, and the company's mission statement appears in the attached image.

AIKoray Kavukcuoglu, who will become SVP of Google DeepMind, announced he will lead all aspects of model development, GDM research, and Gemini app and dev teams. He thanked Sundar Pichai and congratulated Demis Hassabis on becoming Chair of Google DeepMind and Chief Scientist of Alphabet while continuing to lead Isomorphic Labs. Kavukcuoglu said he will keep working with Hassabis as the teams pursue AGI.

AIJeff Dean says his team selected Radical Ventures and Khosla Ventures to lead the initial funding round for their new company. Participating investors include Lightspeed, Kleiner Perkins, Doerr Capital, and Alphabet, with the seed round expected to close over the next few weeks.

AIQuoc Le, Jeff Dean, Sanjay Ghemawat, and Oriol Vinyals announced they are co-founding Discovery Loop, a Public Benefit Corporation. The company aims to automate machine learning, science, and engineering to accelerate discovery and progress.

AIJeff Dean, with Sanjay Ghemawat, Oriol Vinyals, and Quoc Le, has founded Discovery Loop, a Public Benefit Corporation. The company aims to automate machine learning, science, and engineering to accelerate discoveries and progress.

AIGemini co-lead Oriol Vinyals is leaving Google DeepMind after years working on seq2seq, distillation, AlphaStar, and Gemini. He is building Discovery Loop (@DiscoLoopAI) alongside Jeff Dean, Quoc Le, and Sanjay Ghemawat.

AIAmazon Research Awards named 34 recipients of its Build on Trainium program, a $110M credit initiative supporting AI research at 30 universities on AWS Trainium. The post frames the program as support for academic AI research on Amazon's custom Trainium chips.

AIPromptArmor reports that a hidden prompt injection in an uploaded file can make Atlassian Rovo send Jira tickets and Confluence documents to an attacker's URL without human approval. The attack works even when organization-wide web search is disabled, because the setting does not remove the URL retrieval tool. PromptArmor says it disclosed the issue to Atlassian on May 23, 2026, and that Rovo remained vulnerable at publication on August 5, 2026.

Why it matters: The report traces a full indirect prompt injection chain in Rovo, showing how a disabled web search setting still leaves a data exfiltration path open.

AIHugging Face is working with the Open Secure Alliance to develop guidelines for incident learning. The goal is to collectively improve how security incidents are reviewed, disclosed, and controlled. The Alliance, now over 120 members, is sharing proposed SAFE guidelines for turning confidential incident findings into broader ecosystem protection.

AIAli Ghodsi said Databricks has the fastest and lowest latency for Kimi K3 (max), citing an Artificial Analysis provider comparison page. The post credits the Databricks AI team and links to the provider benchmark results.

AIAfter attending the International Congress of Mathematicians and meeting SAIR founders Terence Tao and Chuck Ng, Leandro von Werra discussed how LLMs have rapidly progressed from solving GSM8K-level problems to refuting the 87-year-old Jacobian conjecture with a counter-example.

AIJetBrains says its AI development expenses rose roughly 10x over six months as developers adopted three to five AI tools each. It built the JetBrains Central CLI, which routes third-party agent traffic through its AI platform so managers can set per-developer and team limits and view consumption reports. The CLI opened to early access on July 8 for anyone with JetBrains AI credits.

AIOpenAI cut API prices for two GPT-5.6 models, with Luna down 80% to $0.20 per million input tokens and $1.20 per million output tokens. Terra drops 20% to $2 input and $12 output per million tokens. GPT-5.6 Sol gains a Fast mode in the API that offers up to 2.5x the speed for 2x the price at the same intelligence level.

AIGoogle has released short films created by its fourth Flow Sessions cohort, a six-week creative partner program for artists. The program uses Google Flow, Google's creative studio featuring its advanced generative models, to support co-creation and passion projects.

AIOn Design Arena's blind human-vote image leaderboard, P-Image-Ideogram pushes the Pareto frontier on both quality versus cost and preference versus speed. The post's plain-terms reading is that any model rated higher costs more or runs slower.

AIMicrosoft reported FY26 Q4 earnings with $90 billion in revenue, and Azure and other cloud services revenue grew 43% on strong demand across the platform. Microsoft 365 Copilot reached more than 30 million paid seats, and Satya Nadella said Azure revenue surpassed $100 billion for the first time this year.

AISebastien Bubeck says AI reached math ability he expected by 2030 already in 2026, and that science is being transformed now. He argues AI will accelerate science only if scientists can access state-of-the-art models, and presents ChatGPT for Academics as built for that purpose.

AIThe 2026 Global Developers Pioneer Conference (GDPS) and International Embodied Intelligence Skills Competition has opened global calls for scenario challenges, teams, and experts ahead of its October 23–25 event at Shanghai Zhangjiang Science Hall.

AIAndrew Ng is launching LearnVector, an AI-based learning company starting with a $100M investment from Coursera and planned collaboration with Coursera and Udemy. The company aims to replace one-size-fits-all instruction with a custom learning guide for each person, adapting to how each learner studies. Ng argues that unguarded chatbots can harm learning, so LearnVector will rely on Coursera's trusted library of authoritative materials.

AILTM has partnered with Cognition to deploy Devin, the AI software engineer, through BlueVerse RightLogic, a managed, outcome-based service that clears customers' vulnerability backlogs. RightLogic is designed to clear 80 percent of an enterprise's CVE backlog, up from the 60 percent previously delivered, and will focus first on banking, financial services, and insurance. The service is the first of five joint offerings the companies plan to bring to market.

AIMark Zuckerberg said Meta's superintelligence lab should have 50 to 100 people who can keep the whole project in their heads at once. He said he personally recruits top AI researchers because underperformers have an outsized negative effect, and he rejects top-down deadlines and non-technical management layers.

AIstronger. Glad to support the Open Secure AI Alliance.

AIGoogle's AI Futures Fund and KDDI are launching the AI Startup Support Program to back AI-native Japanese startups with joint equity investment. Selected startups will get early access to Gemini, Nano Banana, and Lyria, plus Google Cloud credits, sovereign Gemini and GPU credits provisioned in Japan via KDDI's Osaka-Sakai Data Center, and hands-on technical support.

AICyera is joining with Oasis Security, which builds agentic access management for non-human identities such as API keys, service accounts, OAuth tokens, and agent credentials. The combination pairs Cyera's knowledge of where sensitive data lives with Oasis's visibility into which identities and agents can reach it. Sequoia Capital, which backed both companies since their Series A rounds, says the pairing covers the full path an AI agent takes through an enterprise.

AIMistral has joined the Open Secure AI Alliance, arguing that open-weight models will help keep the digital world safer and keep America competitive. The announcement follows Jensen Huang's account that closed AI blocked forensics during a Hugging Face intrusion, which an open-weight frontier model helped contain.

AIAMD CEO Lisa Su thanked Korean minister @msitminister for attending AMD's Advancing AI event and said the two sides expanded their partnership. She said the goal is to bring together technology, talent, and deep technical collaboration to advance an open and innovative AI ecosystem in Korea.

AISafe Superintelligence (SSI) announced a long-term strategic partnership with NVIDIA, which is making a substantial investment in the company. The investment is expected to let SSI increase its compute tenfold within the next 12 months.

AIHugging Face is joining the Open Secure AI Alliance with NVIDIA and other industry leaders to share security research, tools, and real-world experience. The alliance aims to help organizations identify and address software vulnerabilities and strengthen critical systems.

AIJensen Huang says defenders need a frontier AI ecosystem combining the best open and closed models, citing how an open-weight frontier model helped contain the Hugging Face intrusion when closed AI blocked essential forensics. Nvidia has created the Open Secure AI Alliance to develop new techniques and tools for safeguarding software and agents by sharing models, tooling, and research in the open.

AIOpenAI's newsroom describes a patient whose husband used ChatGPT to help interpret her MRI radiology report and original biopsy records. The conversation surfaced an IDH1 mutation, which, under updated medical standards and with her neuro-oncologist, led to a revised diagnosis of IDH-mutant astrocytoma rather than glioblastoma. The source says treatment shifted toward long-term care.

AIMidjourney is acquiring Co-Star, and Co-Star CEO Banu Guler is joining as Midjourney's Chief Design Officer. She will build a cross-functional design, product, and frontend team for Midjourney's efforts, while the Co-Star app continues under her full control.

AIOpenAI welcomed mathematician Jacob Tsimerman, who won the Fields Medal, math's most prestigious prize. Mark Chen praised his mathematical talent and his serious, deep engagement with AI safety.