Progress to Continual Learning AI

2025 saw a tripling of continual learning LLM papers according to arXiv trends. This is driven by foundation model scale and multimodal extensions. However, no flagship AI released models (GPT-5, Grok 4 etc…) fully integrate production-grade continual learning yet. There are expected architectures like routers and sparse finetuning signal imminent hybrids. There has been no …

Read more

OpenAI Accelerating GPT6 Release for Early 2026 to Address GPT 5 Complaints

There has been complaints about OpenAI GPT-5. Sam Altman indicated that GPT-6 could address user feedback on issues like model warmth and emotional engagement without increasing sycophancy. Early speculation points to a possible release as soon as early 2026 but no firm date has been announced. OpenAI has not been able to scale chips and …

Read more

Grok 4 Vending Machine Win, Stealth Grok 4 coding Leading to Possible AGI with Grok 5

xAI added Grok 4 powered vending machine in its office, in partnership with Andon Labs. XAI Grok 4 beat OpenAI GPT-5 in real world vending machine operation This shows Grok 4’s long-term coherence syccess. Managing a long running business scenario in this case would include balance inventories, place orders, set prices, and handle daily fees …

Read more

OpenAI GPT5 Verbosity Control, Instruction Following and Tool Use

OpenAI GPT5 gives Verbosity Control. It has superior instruction following and superior tool usage. Brian WangBrian Wang is a Futurist Thought Leader and a popular Science blogger with 1 million readers per month. His blog Nextbigfuture.com is ranked #1 Science News Blog. It covers many disruptive technology and trends including Space, Robotics, Artificial Intelligence, Medicine, …

Read more

OpenAI GPT5 Vibe Codes a Web App for French Language Learning

There was a vibe coding demo for using OpenAI GPT5. It uses flashcards and verbal pronounciation and has an interactive game in the educational product. Brian WangBrian Wang is a Futurist Thought Leader and a popular Science blogger with 1 million readers per month. His blog Nextbigfuture.com is ranked #1 Science News Blog. It covers …

Read more

OpenAI GPT5 Completed 300-400 Lines of Code in 2 Minutes

OpenAI GPT5 completed an physic correct airflow simulation program in 2 minutes using 300-400 lines of code. Brian WangBrian Wang is a Futurist Thought Leader and a popular Science blogger with 1 million readers per month. His blog Nextbigfuture.com is ranked #1 Science News Blog. It covers many disruptive technology and trends including Space, Robotics, …

Read more

OpenAI GPT5 Rolls Out Today and Has 80-90% Less Hallucination

We are minutes from the OpenAI live presentation of GPT5. The various leaked benchmarks look very good and very impressive. We will see how the official reveal shows. Sam Altman, Greg Brockman, Sebastien Bubeck, Mark Chen, Yann Dubois, Brian Fioca, Adi Ganesh, Oliver Godement, Saachi Jain, Christina Kaplan, Tina Kim, Elaine Ya Le, Felipe Millon, …

Read more

Are the Anonymous Horizon Models GPT-5 Early Release Models?

There is widespread speculation in the AI community that they represent a stealth preview, variant, or test version of OpenAI’s upcoming GPT-5 model. They have exceptional performance, timing, and shared characteristics with OpenAI’s tech stack. The Horizon models (primarily Horizon Alpha and Horizon Beta) surfaced anonymously around July 30-31, 2025, on platforms like LM Arena …

Read more