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Machines – Silicon Republic

Samsung’s new robotics division appoints former Boston Dynamics lead Moonshot AI pauses subscriptions after users swarm to test Kimi K3 Alibaba unveils Qwen3.8, 'second only to Fable 5' Moonshot unveils Kimi K3, largest open-weight AI model yet Mira Murati’s AI start-up unveils customisable model Inkling Ireland looking ahead with launch of Quantum 2030 Implementation Plan Economists and tech leaders sign statement warning of AI threats How to ensure digitisation in healthcare doesn’t flatline Meta enters pay-to-use AI market with Muse Spark 1.1 Mistral expands physical AI offering with first robotics launch Apple and Broadcom renew chip deal, which will run to 2031 Infineon opens new €5bn Smart Power Fab chip factory in Germany Finnish quantum company IQM makes history with Nasdaq debut Ireland secures €10m to launch AI Factory Antenna Anthropic launches Claude Science app for researchers and scientists Google Cloud Marketplace to offer LQMs from SandboxAQ IBM unveils tech capable of producing chips smaller than one nanometre Dublin's TensorX to partner with Solstice on sovereign European AI If AI robots can be tricked into ‘going rogue’, what are the implications? Tencent tests new AI agent Xiaowei on WeChat 3,900 Waymo robotaxis recalled after new software issue New Irish bill to supervise EU AI Act gets greenlit Horizon Quantum to build second quantum computer in Dublin Anthropic rolls out ‘Mythos-like’ AI model Claude Fable 5 EU AI Act – the high-risk classification guidelines explained Will AI ‘digital twins’ transforming heart care work for women? Past the ‘wow phase’ of robotics, delivery and safety are paramount AI changing jobs faster than companies can keep up with, finds report Kerry’s RDI Hub opens AI collaboration with Luxembourg IQM raises PIPE to $146m with Finnish pension fund backing ‘AI scientists’ are improving, but what are the fundamental limits? Huawei proposes new path for chips as Moore’s Law runs out of road France bets fresh €1bn on quantum as global race intensifies US pumps $2bn into quantum computing via CHIPS Act As AI meets science, what is in store for the future of research? Dublin’s Ubotica teams with Novi for real-time orbital data analysis Irish quantum start-up Equal1 unveils RacQ data centre computer Waymo trouble: 3,800 robotaxis recalled after software glitch OpenAI launching security AI initiative to compete with Claude Mythos Opinion: Europe can’t afford to sit on the agentic commerce sidelines Moonshot AI valued at $20bn after $2bn raise for Kimi creator ServiceNow wants to be ‘AI agent of agents’ with Otto platform and AI tools Bloomberg: China pauses AV permits after Baidu disruption Milestone reached in Celtic Interconnector project linking France and Ireland Semiconductors core to Tyndall's five-year strategy China's DeepSeek unveils long-awaited V4 AI model Can you rely on AI chatbots for medical advice? Merz, Siemens call for easing of EU regulations on industrial AI Are electric vehicles about to take off for good? OpenAI to rival Google’s AlphaFold with new AI model for life sciences research Are we ready to place lab experiments in non-human hands? Nvidia unveils open-source quantum AI model Ising Stanford: China ‘effectively’ closes AI model performance gap to US Opinion: The future of insurance is AI, so why the hesitation? Anthropic reportedly mulls designing own chips amid shortage Equal1 partners with Q-Ctrl for quantum data centre deployment Meta’s Superintelligence Labs debuts first product Muse Spark Agentic commerce and purchase disputes: Did you mean to buy that? Anthropic, Google, Broadcom announce 3.5GW TPU deal Microsoft releases foundational AI models targeting enterprises What issues arise when code has the ability to write and review itself? France buys supercomputer maker Bull in tech sovereignty push Anthropic accidentally leaks Claude Code source in npm slip The deep-tech founder using AI to address immunology challenges New German battery recycling plant salvages lithium and graphite Irish AI start-up Jentic joins OpenClaw push with Jentic Mini Amazon acquires humanoid robot start-up Fauna Robotics Policy as code: Embedding compliance in AI adoption Is AGI really here as Nvidia’s Jensen Huang claims? Alibaba International launching agentic AI for enterprise Anthropic takes on OpenClaw with new Claude Code text feature
Altman says new GPT-5.6 model 54pc more token-efficient
Suhasini Srinivasaragavan · 2026-07-10 · via Machines – Silicon Republic

The AI giant has also released its much awaited ‘superapp’ in the form of ChatGPT Work.

Token efficiency takes centre stage with OpenAI’s latest family of AI models that supposedly outperform rival Anthropic’s Claude Fable 5 on some tasks.

The models were subject to a staggered launch at the request of the US government, which has taken an increasingly restrictive approach to sharing advanced home-grown AI models over concerns around cyber safety and technological dominance.

CEO Sam Altman told CNBC that the flagship version of the model – GPT-5.6 Sol – is 54pc more token-efficient on agentic coding tasks, performing “as good or better” when compared to competing models on the market.

According to the company, GPT-5.6 Sol scored 53.6 on an adaptive reasoning evaluation, beating Fable 5 by around 13 points. At medium reasoning, it beat Fable by around 11 points at roughly one-quarter of the estimated cost, OpenAI said.

Meanwhile, GPT-5.6 Terra, a more balanced version of the model, and GPT-5.6 Luna, the most cost-efficient version in the family, outperform Fable 5 at around one-sixteenth the cost, according to OpenAI.

On the Artificial Analysis Intelligence Index, Sol, at its maximum reasoning capacity, comes close to Fable 5’s ability while taking 61pc less time at roughly half the estimated cost, OpenAI said.

Skyrocketing token costs have become the newest challenge to AI adoption. Uber made headlines earlier this year for blowing through its entire AI coding budget for 2026 in just four months, while Microsoft started cancelling its developers’ Claude Code licences months after enabling them.

Improvements in token efficiency are simply unable to keep up with the industry’s massive AI adoption spree, which, in turn, has made way for more niche companies such as SambaNova to step up to address inference pitfalls.

OpenAI, which is reportedly considering handing the US government administration a 5pc stake in the $852bn company, is, however, unhappy with giving the government priority access to its latest models.

“We don’t believe this kind of government access process should become the long-term default. It keeps the best tools from users, developers, enterprises, cyber defenders and global partners who need them,” the company said in a blogpost.

“We are taking this short-term step because we believe it is the strongest path to broader availability in the coming weeks”.

Altman told CNBC that the company worked with US officials, including commerce secretary Howard Lutnick, treasury secretary Scott Bessent and national cyber director Sean Cairncross, on getting approval for its new models. He hopes the regulatory approach will be global.

“Everybody will get access,” he told the publication. “It’s not like the US is going to disproportionately benefit here.”

GPT-5.6 Sol does not cross the ‘cyber critical threshold’ under OpenAI’s preparedness framework, the company said. Despite being capable of identifying the building blocks of an exploit, the model did not autonomously produce a functional full-chain exploit under test conditions, according to its maker.

“GPT‑5.6 is trained to refuse prohibited cyber assistance, including when users attempt to disguise their intent or jailbreak the model,” the company said.

‘Superapp’ makes debut

The AI giant has also released its much awaited ‘superapp’ in the form of ChatGPT Work, an AI agent that works across a user’s device to gather information across apps and workflows.

The new agent, powered with GPT-5.6, represents OpenAI’s pivot towards the more profitable enterprise market where Anthropic has gained a strong footing.

The company’s coding tool Codex – used by more than 5m users weekly – is being merged into ChatGPT Work, providing additional benefits to the more than 1m who use the tool for work outside software development, according to the company.

The agent can reason through multi-step tasks and create materials that follow templates and reference files. Nearly all of OpenAI’s teams, including non-coding ones such as finance and sales, use ChatGPT Work and Codex, the company said.

The new launch comes after OpenAI cut a number of products from its portfolio, including its image generation model and app Sora and plans for a version of ChatGPT that would allow users to have sexual chats with AI.

The company’s standalone Atlas AI browser is the latest offering to be shut down. Atlas was initially expected to be integrated into the new superapp.

OpenAI has also launched a new generation of voice models called GPT-Live, which, according to the company, “make[s] talking with AI feel much more like having a real conversation”.

The model is built to listen and speak at the same time, and can interject with phrases such as ‘mhmm’ or ‘yeah’ to show that it is listening, according to OpenAI.

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