The latest AI news, in focus.

Flipsnack grows product signups with conversion optimization

Flipsnack focused its ChatGPT Ads campaigns on getting people to try its product, growing registrations while lowering the cost per signup.

A thousand fewer paths to root

OpenAI built an autonomous pipeline that found, validated, and generated patches for 948 local privilege-escalation vulnerabilities in the Linux kernel.

API credits benefit for eligible ChatGPT subscriptions

API credits benefit for eligible ChatGPT subscriptions. Earlier this month Anthropic announced a generous new benefit for their Max and Team subscriptions: $100, $200, and $500 per month subscribers would get the equivalent quantity of (expiring) credits to use with the Anthropic API.

Anthropic files its prospectus, with违规 users contributing at least 5% of its revenue; the Hurun Rich List’s top 100 includes AI heavyweights such as Liang Wenfeng | What’s happening in the AI world again?

1. GPT-6.1 Terra, better suited for workers, has launched, with API prices cut in half and faster computer operations On October 26, OpenAI released GPT-6.1 Terra, focusing on enhancing visual comprehension, computer operations, factual accuracy, and programming capabilities, ....

Just now, GPT-6.1 Terra was released at a discounted price, and the salaried worker model of the Agent era has arrived.

OpenAI has once again raised the bar for the cost-effectiveness of large models. #Follow iFanr’s official WeChat account: iFanr (WeChat ID: ifanr) for more exciting content delivered to you第一时间.

OpenAI Launches GPT-6.1 Terra, Halving GPT-6.1 Sol’s API Price for Agent Work

OpenAI released GPT-6.1 Terra, a fast computer-use and vision model priced at $1/$5 per million tokens. It matches GPT-6 Astra’s medium-effort Agents’ Last Exam score at $0.29 per task versus $4.82. The post OpenAI Launches GPT-6.1 Terra, Halving GPT-6.1 Sol’s API Price for Agent Work appeared first on MarkTechPost.

OpenAI launches GPT-6.1 Terra for faster, better-performing AI agents at half the price

OpenAI Group PBC today released GPT-6.1 Terra, an upgrade to the middle tier model in its lineup of frontier artificial intelligence systems. The new model, the successor to GTP-5.6 Terra, costs around 50% less while handling computer use tasks faster and with greater accuracy. Terra is positioned as the everyday model in OpenAI’s lineup, designed […] The post OpenAI launches GPT-6.1 Terra for faster, better-performing AI agents at half the price appeared first on SiliconANGLE.

Research reveals that large language models exhibit “invisibility” bias: the rejection rate for evaluating information about Black describers reaches as high as 46%.

An empirical study published on October 24, 2026, on arXiv (paper ID 2610.30785v1) found that mainstream large language models from OpenAI and Anthropic exhibit a significant “invisibility” bias in trust assessment tasks—specifically, they systematically refuse to evaluate information when prompts contain protected attributes (such as “Black”), rather than basing their decisions on the quality of evidence; this bias is difficult to detect using conventional auditing methods.

Why it mattersThis study employs a rigorously designed two-urn Bayesian decision experiment, encompassing 6,600 sessions and 10 descriptive configurations. It is the first to quantify the cost of model‑driven rejection behavior triggered by identity labels and reveals its counterintuitive characteristics: rejection rates vary dramatically (46% for Black describers vs. 9% for White describers), yet once evaluated, Black describers actually receive slightly higher trust; moreover, bias intensifies with increasing reasoning depth, relies on specific vocabulary rather than semantics, and worsens under warning instructions—findings that carry direct implications for AI fairness assessment and alignment practices.

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.

1Password launches the “AI Proxy Login” feature: AI can log in to accounts on behalf of users, without ever accessing their passwords.

On October 22, 2026, 1Password launched a new platform called “1Password for Agents,” which allows users to authorize AI agents—such as Claude Duet, ChatGPT Work, Grok Bot, and others—to log into their personal accounts on their behalf. The agents themselves cannot access, store, or view the original passwords; the entire process relies on digital identity verification, real-time user confirmation, and automatic password filling by the password manager.

[AINews] OpenAI’s Patch the Planet program is 1 of 2 parties to discover PHP2Shell vulnerabilities in core PHP affecting 70% of the web, using GPT-5.6 Sol; coordinated response over 2 months

The Big Hardening begins

Walmart launches an AI-powered shopping gateway, supporting autonomous shopping workflows and enhancing user control.

Walmart has officially launched Agent Gateway (an AI agent gateway) along with its accompanying Agent Profiles feature, enabling authorized AI agents—such as ChatGPT, Gemini, Meta Muse, and others—to perform searches and place orders on behalf of users across Walmart and Sam’s Club platforms. User control over agent activities is ensured through mechanisms like independent account configuration, transaction approvals, and spending limits. This move stands in stark contrast to Amazon’s recent ban on AI‑powered shopping agents.

OpenAI's latest GPT-6 series models will be available on Google Cloud and the Antigravity platform.

OpenAI’s cutting-edge GPT-6 and 6.1 series models (Astra, Sol, Luna) will be launched on Google Cloud Model Garden in the coming weeks and integrated into Google’s agent-driven programming tool, Antigravity; this move makes Google the first mainstream cloud provider to offer all three major closed-source large models—Gemini, Claude, and GPT.

How we built ChatGPT’s novel ad stack for user trust and relevance

Learn how OpenAI built ChatGPT’s LLM-powered ad stack to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale.

AWS Bedrock has launched cross-region inference in the Canada region, supporting calls to the nominal GPT-5.6/GPT-6/GPT-6.1 models.

Amazon Web Services announced that Canadian customers can, via Amazon Bedrock, invoke models branded as OpenAI GPT-5.6, GPT-6, and GPT-6.1 in the ca-central-1 (Canada Central) and ca-west-1 (Canada West/Calgary) regions using cross-region inference (CRIS); the actual inference takes place in North American or global AWS commercial regions, while data remains at rest in the Canadian source region.

Amp puts AI agents to work beyond code with OpenAI models

See how Amp pushes the frontier of what agents can do with GPT-6 Astra, Ultrafast, GPT-Live-1, and Sign in with ChatGPT.

Asana cuts model costs 76x in browser tests with GPT-6.1 Sol

Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.

Pollo AI turns creative ideas into campaigns with OpenAI

With GPT-5.6, GPT-6 Astra, and GPT‑Image‑2.5, Pollo AI helps creators turn bold ideas into detailed images and cinematic video ads.

GPT-6 and Intelligent UI for everyone

GPT‑6 is rolling out globally in ChatGPT with Intelligent UI, delivering faster responses with visuals and interactive experiences you can explore and use directly.

Sharing AI progress in mathematics

OpenAI publishes new results on open problems in mathematics from an internal frontier model and shares Lean proof formalizations and research details on GitHub.