Why the Income Tax MTD is breaking your pricing model | Advice Sage UK

Why the Income Tax MTD is breaking your pricing model | Advice Sage UK

You don’t price the wrong clients. But you may be pricing the wrong thing. MTD of Income Tax did not add four submissions. Change that you are responsible for. In rooms full of refugees and accountants, anxiety isn’t software. It’s a conversation. “How do I charge for this without losing customers?” Here’s what we’ll cover: … Read more

OpenAI Scales Trusted Access to Cyber ​​Defense with GPT-5.4-Cyber: A Fine-Tuned Model Built for Certified Security Defenders

OpenAI Scales Trusted Access to Cyber ​​Defense with GPT-5.4-Cyber: A Fine-Tuned Model Built for Certified Security Defenders

Cybersecurity has always had a dual use problem: the same technical knowledge that helps defenders detect vulnerabilities can also help attackers exploit. In AI systems, that tension is sharper than ever. Restrictions intended to prevent harm have historically caused conflict in the fiduciary duty of security, and it can be really difficult to say whether … Read more

4 Zodiac Signs That Can Help You Compete In Everything

4 Zodiac Signs That Can Help You Compete In Everything

Aries is a sign that is always training for competition, in a tortured Olympic athlete, Uma-Thurman-bloody-knuckles, Rocky-Balboa-in-a-gray-sweatsuit kind of way. They have that pushy personality that will sacrifice anything to come out on top, no matter how long or how much effort it takes. They will prioritize winning over anything: sleep, financial stability, romance, friendship, … Read more

Moonshot AI and Tsinghua Researchers Propose PrfaaS: A Cross-Datacenter KVCache Architecture That Rethinks How LLMs Are Used at Scale

Moonshot AI and Tsinghua Researchers Propose PrfaaS: A Cross-Datacenter KVCache Architecture That Rethinks How LLMs Are Used at Scale

For years, the way major language models handle inference has been stuck inside the box – literally. The high-bandwidth RDMA networks that enable modern LLM deployments cover both prefill and trim in the same data area, sometimes even the same rack. A team of researchers at Moonshot AI and Tsinghua University make the case that … Read more

5 Months Of Fear Free Birthdays Living Life With Zero Regrets

5 Months Of Fear Free Birthdays Living Life With Zero Regrets

Some people don’t sleep at night thinking about the mistakes of the past, while others… fall asleep quickly, never regretting once. Certain birthdays believe in sticking to the date, and never second-guess themselves. They would rather experience failure than wonder, “What if…?” Here are the star signs that live life without regrets, and how the … Read more

Meet OpenMythos: An Open-Source PyTorch Reconstruction of Claude Mythos Where 770M Parameters Are Like a 1.3B Transformer

Meet OpenMythos: An Open-Source PyTorch Reconstruction of Claude Mythos Where 770M Parameters Are Like a 1.3B Transformer

Anthropic has never published a technical paper on the Claude Mythos. That hasn’t stopped the research community from theorizing. A new open source project called OpenMythosreleased on GitHub by Kye Gomezit attempts something ambitious: a first-principles theoretical reconstruction of what the Claude Mythos might be, built entirely on PyTorch and based on peer-reviewed research. The … Read more