Parallel halves research time and cost with GPT-6 Astra
Parallel uses GPT-6 Astra to help agents research and synthesize labor-market data, cutting both time and cost in half compared with its previous models.

Parallel uses GPT-6 Astra to help agents research and synthesize labor-market data, cutting both time and cost in half compared with its previous models.
AI hype surged this summer: Anthropic said Claude Mythos found vulnerabilities better than most security experts, OpenAI and Hugging Face were involved in a hacking incident, and both sides claimed mathematical breakthroughs. But expert review found that the hacking incident exposed security lapses at OpenAI, while OpenAI's Astra math result was not novel and even drew plagiarism allegations.
It’s hard to overstate @michpokrass’s impact on our consumer products. ChatGPT has had a rebirth under her leadership, and a lot of what we’ve built has been driven by her vision and conviction. Really grateful to work with her!
The UK's AI Security Institute (AISI) is adopting EvalEval's Every Eval Ever schema and Evaluation Cards platform to share evaluation results publicly and improve reproducibility in evaluation science.
OpenAI has outlined priorities and principles for third-party safety evaluations of frontier models and safeguards, emphasizing that evaluations should be rigorous, safe, and independent.
In a Latent Space interview, TypeSafe AI founder Diogo Almeida introduces Jev as a System 1 model designed for code consumption and optimized for intelligence per dollar rather than chat experience. Its key innovation is unpublished RLCD (Reinforcement Learning for Calibrated Decisions), which uses calibrated probabilities instead of human-rating feedback.
Why it matters: Almeida revisits the strategic split between RLHF and RLCD and explains why the model is optimized for reliability rather than benchmark scores.
Andrew Ng says AI fears have been amplified over the past two weeks by an organized PR campaign and that AI has not taken an unexpected dangerous turn. He worries the reaction could set the field back. In his view, the risk of human extinction has not increased over the past few months; the biggest change is AI's cyber capability, which deserves serious attention but is not the end of the world.
With GPT-6 Astra, Higgsfield AI launched a new video feature in a single day, making it easier for small businesses to create video ads and bringing new creative tools to market faster.
OpenAI is working with an independent advisory group on mathematics and AI to guide the review and communication of emerging AI results. The article does not disclose the group's members, the scope of its work, or how it will operate.
OpenAI has proposed a path toward shared global AI standards, calling for coordinated evaluation, reporting, and governance to improve safety.
OpenAI Academy has added learning pathways for employees, developers, leaders, educators, and students to build and demonstrate practical AI skills.
V7 uses GPT-5.6 to turn scattered company files into agent-ready context for complex, traceable work, cutting costs by 78% while improving accuracy.
Most ChatGPT integrations now let users connect multiple accounts, bringing work and personal context into the same conversation. Accounts can be connected in the integrations directory. Developers do not need to make changes; the feature works automatically. If an MCP server adds a profile tool, ChatGPT can also label the accounts.
OpenAI has released a youth-safety blueprint for Australia, a six-pillar roadmap for creating safer AI experiences that protect and empower young people.
Latent Space's AINews roundup covers developments from September 16–17. Anthropic launched Projects in Claude Code, allowing a single conversation to spawn parallel cloud sessions, pass context between threads, and keep running after the user leaves; local-workflow support is planned later.
Astra for Law—tools and skills that dramatically accelerate work at law firms. Data privacy is built in, with 26 partner-built integrations and 47 community apps for legal work in ChatGPT.
Cooley built GO Public on ChatGPT Work, bringing AI capabilities into the IPO process to help lawyers spot issues earlier and focus their judgment where it matters most.
Latent Space's AINews roundup of developments from September 15–16 reports that Steve Yegge shut down Gas Town and acknowledged spending thousands of dollars a month on coding-agent subscriptions to build just that one project.
OpenAI has launched OpenAI for Law, offering the legal industry frontier intelligence, law-firm-customized workflows, access to legal data sources, and legal-grade controls for confidential client work.
AIUC announced a $40 million Series A led by Ribbit Capital and First Harmonic. Its customers include Cursor, Harvey, Lovable, and ElevenLabs.
OpenAI has published a framework for tracking, investigating, and disclosing model misalignment, along with six reports about unexpected or concerning model behavior.
Why it matters: OpenAI has made public a framework for tracking and disclosing model misalignment, together with six incident reports that show how it approaches alignment disclosures.
OpenAI and AARP are partnering to offer free hands-on ChatGPT workshops to 1,000 older adults in 10 U.S. cities, helping them build practical AI skills safely.
OpenAI has introduced new AI-powered advertising experiences, including Sponsored Agents and tools for marketers, with HubSpot and Shopify integrations.
OpenAI explains how analytics in ChatGPT Work and Codex can help teams understand AI usage and spending, identify training needs, and connect adoption to business outcomes.
Hex's data agent uses GPT-6 Astra to turn analytical answers into interactive visual reports that employees can share.
OpenAI economic research finds that employees are using AI beyond the traditional scope of their roles, with some new activities becoming regular parts of their work.
At Salesforce Dreamforce, NVIDIA founder and CEO Jensen Huang appeared alongside Marc Benioff as Salesforce released Koa, its first CRM reasoning model, built on NVIDIA Nemotron 3 Super.
Why it matters: Huang discussed AI safety and shifts in the share of open models at Dreamforce, while the article explains how Salesforce's first reasoning model was trained and when it will be deployed.
The AI Evaluator Forum has released AEF-1, a baseline proposal for independent third-party AI evaluations. It covers access, conflicts of interest, funding relationships, recusals, and transparency, and has been co-signed by xAI, OpenAI, and Anthropic.
Using OpenAI models, fine-tuning, and memory, together with real user feedback, Fyxer built an AI executive assistant that organizes inboxes and drafts emails in the user's own voice.
Perplexity uses GPT-6 Astra to draft communications, modify software, and monitor production systems, with far less frequent human review than with earlier models.
John Schulman calls embedding evaluators a big positive development, credits Sam/OpenAI for agreeing to do it as well, and welcomes how quickly “pacing the frontier” has gained traction. In the quoted post, Dario Amodei announces an essay proposing a three-part plan to slow the AI industry and says Anthropic will give third-party evaluators permanent, employee-level system access to verify safety measures, report incidents, and assess alignment during training. https://darioamodei.com/post/we-must-pace-the-frontier
Cognition uses GPT-6 Astra to improve Devin's ability to test software and verify that it works, with the aim of reducing code review for engineers and speeding up delivery.
OpenAI evolved Habitat from a Python library into a globally distributed storage platform supporting one billion ChatGPT users and 22 million requests per second. The platform meets ChatGPT's online-storage needs at scale.
John Schulman says training on user data is exceedingly unlikely to contribute much to frontier models’ math gains, which he attributes to scaling pretraining and RLVR. He says user data may instead help identify failure modes that hired annotators cannot easily recreate, and calls for stronger disclosure norms about how companies train on user data and what capabilities they aim to improve.
César de la Fuente's lab uses Codex and ChatGPT to search the genomes of living and extinct organisms for candidate antimicrobial molecules to fight drug-resistant infections.
OpenAI has launched Data agent in ChatGPT Work, letting users connect company data and ask AI in natural language to surface insights and build interactive dashboards.
OpenAI has released ChatGPT for Financial Services, combining built-in financial data with GPT-6 Astra for research, modeling, and customer-facing materials.
Why it matters: OpenAI packages built-in financial data with GPT-6 Astra in an industry-specific version, offering a view into how financial research workflows may change.
OpenAI and the U.S. General Services Administration (GSA) are partnering to offer eligible federal, state, local, and tribal governments $0 license fees, a 50% usage discount, and expanded cybersecurity defense support.
OpenAI has introduced GPT-Live-1 in its API, giving developers natural full-duplex voice conversations. The model follows instructions more reliably and supports custom voices and telephony integration.
Why it matters: GPT-Live-1 brings full-duplex voice conversation to the API, helping readers assess how to integrate voice apps and the model's capabilities.
OpenAI has released the Agents API, a hosted service powered by the Codex harness for building and launching agents in the cloud. It supports orchestration, long-running sessions, and tool calls.
Why it matters: OpenAI is offering Codex's orchestration capabilities as a hosted service, giving readers a signal of how the barrier to deploying cloud agents may change.