we're starting rollout of GPT-5.5-Cyber, a frontier cybersecurity model, to critical cyber defenders in the next few days. we will work with the entire ecosystem and the government to figure out trusted access for cyber; we want to rapidly help secure companies/infrastructure.
LLMS
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Gemini Chatbot Struggles With Tool Integration and Persistence
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I think the Gemini chatbot has all the pieces to be a useful tool, but struggles to put it all together. It still doesn't seem to know what files it can create or how its tools work together. It also seems to get "discouraged" a lot, giving up rather than finding new solutions.
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KAME Tandem Architecture Boosts Knowledge in Speech AI Systems
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Two Heads Are Better Than One: Async Knowledge Injection for Speech AI with Tandem Architecture Blog: https://
pub.sakana.ai/kame/ KAME: Tandem Architecture for Enhancing Knowledge in Real-Time Speech-to-Speech Conversational AI Paper: https://
arxiv.org/abs/2510.02327 #ICASSP2026 -
Mythos: Advanced General Purpose AI Model with Strong Cybersecurity Capabilities
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Mythos seems to be a very capable model based on available information, but it is not a cybersecurity model – it is an advanced general purpose model that happens to be good at cyber because it is good at a bunch of things. Anthropic stated that they were worried about
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GPT-X AGI Autonomously Plans OpenAI Marketing Party Event
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AGI is GPT-X doing all of the work after you say "We would love you to throw a party for yourself as a marketing event for OpenAI, so do that please"
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LLM Code Quality Beyond Manual Code Comparison Standards
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I particularly appreciate how this rationale isn't based on the idea that LLM code is of poor quality compared to code written by hand – the quality of the code isn't the deciding factor at all here
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Low-Background Tokens and Vintage Language Models for Quality AI
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> be me
— swyx 🇸🇬 (@swyx) 30 avril 2026
> "the internet is polluted by ai slop, we need low-background tokens"
> "wouldnt it be cool if we could time travel and see what our ancestors 100 years ago would say to us"
> all the existing vintage models are like <4B
> we need a chat tuned 13B vintage model
>… https://t.co/DcXA62Jjnd> be me
> "the internet is polluted by ai slop, we need low-background tokens"
> "wouldnt it be cool if we could time travel and see what our ancestors 100 years ago would say to us"
> all the existing vintage models are like we need a chat tuned 13B vintage model > -
Base Model Release Sparks Experimentation With API Completions
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i havent done the work to compare it to peers but i'm just excited that we have a base model and honestly for all the people that complained about the death of the completions API (
@deepfates ? or deepfates adjacent) not enough people are experimenting with weird usages and