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Headlines focus on OpenAI rolling out upgrades to ChatGPT—especially smarter memory, new app features, and Codex-based capabilities—while broader discussion also highlights rising AI token costs, security incidents, and legal access disputes involving OpenAI-linked entities. There’s also coverage of business expansion involving GPT-5.5 access for UK banks amid competitive constraints.

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Key Takeaway OpenAI is expanding ChatGPT’s capabilities with smarter memory and Codex integration, but the ecosystem is simultaneously grappling with token-cost pressure and high-stakes operational/legal issues.
AI summary · grounded in cited sources
ChatGPT memory upgrade Cost and efficiency pressure Agents and security risks Business access and legal disputes openai 8
AI Brief

OpenAI is expanding ChatGPT’s capabilities with smarter memory and Codex integration, but the ecosystem is simultaneously grappling with token-cost pressure and high-stakes operational/legal issues.

Headlines focus on OpenAI rolling out upgrades to ChatGPT—especially smarter memory, new app features, and Codex-based capabilities—while broader discussion also highlights rising AI token costs, security incidents, and legal access disputes involving OpenAI-linked entities. There’s also coverage of business expansion involving GPT-5.5 access for UK banks amid competitive constraints.

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Top 1 signals · OpenAI is expanding ChatGPT’s capabilities

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Briefing Findings · OpenAI is expanding ChatGPT’s capabilities

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ChatGPT memory rollout Major upgrade to ChatGPT memory is being rolled out.
Codex integration Codex is being put inside ChatGPT with 6 new business plugins available.
Token cost issue OpenAI CEO Sam Altman says AI token costs are becoming 'a huge issue.'

What to Watch

  • Watch for memory rollout completion and availability expansion to free users as reported by tech outlets. 9to5Mac
  • Follow releases around Codex integration and the 6 new business plugins, including onboarding timing and access scope. 9to5Mac

What Changed

  • OpenAI is rolling out a major upgrade to ChatGPT memory Neowin
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How does this result fit into AI for mathematics?

If you’d asked me two weeks ago—before OpenAI’s announcement—about the most novel contributions of LLMs to mathematics, I probably would have pointed to the AlphaEvolve system from Google DeepMind. AlphaEvolve harnesses LLMs to be the engine of an optimization process. If you can turn a math problem into a piece of code to optimize, which you often can, the LLM might find better solutions than humans have for certain types of problems. In November, four mathematicians (including Terence Tao) released a paper that analyzed AlphaEvolve’s performance on 67 optimization problems across the mathema

An OpenAI model solved a famous math problem that stumped humans for 80 years
What About Jony Ive's Devices?

The phone represents a notable reversal in OpenAI's publicly stated strategy. The company's hardware ambitions had previously been described as centered on non-phone form factors developed with former Apple design chief Jony Ive, whose startup io Products OpenAI acquired for $6.5 billion in May 2025. Ive and CEO Sam Altman had specifically said they did not want to build a device with a screen, with Altman describing a prototype to employees as "the coolest piece of technology that the world will have ever seen." The first product from that collaboration was delayed out of 2026 and has since b

Everything We Know About OpenAI's Planned iPhone Rival
What Does It Mean for Apple?

If the broader hardware lineup ships, OpenAI will be a direct competitor to Apple across several product categories. Apple is rumored to be developing smart glasses, AirPods with cameras, an AI pendant, and a smart home hub with enhanced Siri capabilities. On the day Kuo published his initial report, Altman posted on X that it "feels like a good time to seriously rethink how operating systems and user interfaces are designed." Tag: OpenAI

Everything We Know About OpenAI's Planned iPhone Rival
Why run an AI chatbot locally?

Igor Bonifacic for Engadget For a lot of people, the most appealing reason to use a local chatbot will be the amount of money you can save. Right now, running a local model on your iPhone involves, at most, a one-time purchase of $5. Compare that to a subscription from any of the big AI labs. For instance, if you want to use ChatGPT without ads, you'll need to spend at least $20 per month on OpenAI's Plus plan. You could get away with the more affordable Go tier or even stick with the free offering if you plan to use ChatGPT only sporadically, but then you also need to consider rate limits. Si

How to run a local AI chatbot on your iPhone - Engadget
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