Lilith · selected stories
What is actually happening in AI. Selected stories, context and opinion without the promotional noise.
Atom feed ↗OpenAI and Broadcom have unveiled Jalapeño, a custom LLM inference chip planned for deployment in 2026. This is not a clean break with Nvidia. It is an attempt to put cost per token under OpenAI's own control.
China’s Z.ai released the open-weight GLM-5.2, and independent cyber tests put it close to closed frontier models in specific bug-finding tasks. For security teams, the real shift is that useful vulnerability-search capability is moving outside tightly controlled US model APIs.
OpenAI is teasing a Codex-focused hardware device for July 15, built with Work Louder, according to The Verge. The interesting part is not the gadget itself, but the move to turn AI coding from a prompt habit into a physical workflow habit.
Companies are pushing Claude, Codex and other coding agents into extremely terse replies to cut token bills. Caveman is not an elegant UX trend, but an accounting reaction to agents rereading their own verbosity on every later step.
Microsoft is showing SkillOpt, an optimizer that improves an agent skill file without changing model weights. For teams building agents, the important part is the validation gate, not another layer of prompt mysticism.
OpenAI is bringing in Noam Shazeer from Google DeepMind and Dean Ball to lead Strategic Futures. Ahead of a possible IPO, the company is strengthening both model architecture and its interface with U.S. AI policy.
The money fight around Alex Bores ended without a clean winner: Bores narrowly lost the NY-12 primary, but attacks from a pro-AI PAC made him a visible symbol of regulation. For AI companies, it is a warning that political influence through super PACs can backfire.
OpenAI introduced GPT-5.6 as a three-model family, Sol, Terra and Luna, but is starting with a limited preview coordinated with the U.S. government. The important part for teams is that the system card pairs higher cyber and bio capability with a heavier safety stack.
Paul Meade, the Apple vice president tied to Vision Pro and smart glasses, is reportedly leaving for OpenAI's hardware team. The signal is bigger than one executive move: OpenAI is assembling a consumer device team around people who know how prototypes become products.
OpenAI and Broadcom unveiled Jalapeño, OpenAI's first custom inference chip for running LLMs. For ChatGPT, this is less flashy than a new model, but potentially more important for the unit economics.
OpenAI is reportedly preparing to release GPT-5.6 first to selected partners, with the US government approving access customer by customer. The precedent matters more than a delay of a few weeks.
US officials are reportedly intervening in releases of Anthropic Mythos and OpenAI GPT-5.6. The story is becoming less about lab rivalry and more about whether frontier AI can survive pre-release control without a real process.
OpenAI is offering its models and Codex to Oracle Cloud customers through existing cloud commitments. For enterprise teams, the interesting part is not the endpoint, but the way AI fits into contracts, governance and billing they already use.
SpaceX is buying Anysphere, the maker of Cursor, in a deal valued at $60 billion, according to The Verge and Bloomberg. Musk is aiming at enterprise AI through a tool developers already use to write production code, not through another standalone chatbot.
OpenAI published a public policy agenda for AI covering frontier safety, youth protection, education, workforce transition and infrastructure. The real story is not just lobbying. It is an attempt to keep AI rules legible before fragmented regulation turns deployment into paperwork archaeology.
OpenAI published a plan built around an automated AI researcher, faster economic growth and “personal AGI” for everyone. The important shift is not the promise itself, but the tone: OpenAI is talking less like a product leader and more like a future steward of public infrastructure.
OpenAI updated GPT-Rosalind for life sciences and is offering it in research preview to selected organizations globally. The more important move is not the scorecard, but the attempt to connect a model, Codex and bioinformatics tools into an auditable workflow.
OpenAI says Wasmer used Codex to build Edge.js in two weeks instead of an estimated year and accelerated development 10x to 20x. The stronger point is not the number. It is the shift in the developer role: less typing, more steering risky model work.
OpenAI has started rolling out Lockdown Mode for eligible personal ChatGPT accounts and self-serve ChatGPT Business. It does not stop prompt injection itself, but it limits outbound network requests, which are the channel an attacker needs to exfiltrate sensitive data.
Last Week in AI #341 connects Musk losing against OpenAI, Gemini updates from IO 2026 and other AI market signals.
