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OpenAI’s AI reasoning model ‘thinks’ in Chinese sometimes and no one really knows why | TechCrunch
Shortly after OpenAI released o1, its first “reasoning” AI model, people began noting a curious phenomenon. The model would sometimes begin “thinking” in Chinese, Persian, or some other language — even when asked a question in English. Go to Source
UK throws its hat into the AI fire | TechCrunch
In 2023, the U.K. made a big song and dance about the need to consider the harms of AI, giving itself a leading role in the wider conversation around AI safety. Now, it’s whistling a very different tune: today, the government announced a sweeping plan and a big bet on...
AI is set to transform education — what enterprise leaders can learn from this development | VentureBeat
After six decades of dreaming and experimenting, we might be on the cusp of a technology-enabled revolution in education. The Arizona State Board for Charter Schools recently approved the application by Unbound Academy for a new online school that will replace...
You’ve heard of software as a service; enter service-as-software enabled by generative AI. | by Ardent Venture Partners | Medium
For venture investors, companies adopting LLMs have brought renewed attention to previously overlooked sectors, recasting them as prime targets for opportunity. As we continue to see capital pouring into AI-driven startups, we’re witnessing the emergence of what we...
Agents
This post is adapted from the Agents section of AI Engineering (2025) with minor edits to make it a standalone post. Go to Source
Physical AI, world foundation models will move to forefront | Constellation Research Inc.
Physical AI and the foundational models that go with them will be a recurring theme across enterprises now that Nvidia has laid out its Cosmos world foundation models. Speaking at CES 2025, Nvidia CEO Jensen Huang launched its own physical AI models with the aim of...
Google is building a ‘world modeling’ AI team for games and robots – The Verge
The new DeepMind team will build AI models that can simulate the physical world and advance AGI development. Go to Source
Prophecies of the Flood – by Ethan Mollick
Recently, something shifted in the AI industry. Researchers began speaking urgently about the arrival of supersmart AI systems, a flood of intelligence. Not in some distant future, but imminently. They often refer AGI - Artificial General Intelligence - defined,...
Enterprise Tech Predictions for 2025 | On Digital Strategy | Dion Hinchcliffe
As 2025 begins, I find that the global technology landscape is on the cusp of entering a major new era. It's one almost totally defined by the arrival of pervasive AI, combined with the urgency for breathtaking speed, scale, and complexity in execution. As businesses...
A tipping point year for legal AI will start to challenge traditional legal business models in 2025 – Legal Futures
As 2024 comes to a close, legal technology business, Search Acumen, outlines its predictions for 2025. As 2024 comes to a close, legal technology business, Search Acumen, outlines its predictions for 2025. These include: 2025 will be a tipping point for AI in the...
Fine-Tuning with Human Feedback (RLHF 2.0): The Secret Sauce for Smarter Enterprise AI | by Srikanth Penta | Jan, 2025 | Medium
Your AI-powered customer support bot is handling thousands of tickets daily. It’s a rockstar for straightforward queries, but it fumbles when things get complicated. Frustrated customers escalate… Your AI-powered customer support bot is handling thousands of tickets...
Roaming RAG – RAG without the Vector Database – Arcturus Labs
Roaming RAG offers a fresh take on Retrieval-Augmented Generation, letting LLMs navigate well-structured documents like a human—exploring outlines and diving into sections to find answers. Forget complex retrieval setups and vector databases; this streamlined approach...
Harnessing AI to drive team efficiency and optimize project management
As organizations strive for greater project management efficiency, AI can be a powerful tool to identify inefficiencies, anticipate risks, and improve decision-making. From content creation to data summarization, generative AI (GenAI) transforms how teams work by...
We’re getting the social media crisis wrong
This post lays out some ideas that I’ve been thinking about for a long while. You should treat my claims with appropriate skepticism - I’m saying that a lot of public thinking and academic research about social media is chasing after the wrong target, on the basis of...
The second bitter lesson – by Adam Elwood
With natural selection as the only general principle that relates to scaling out incentives, we need to be very careful to assume we can solve alignment with technical tricks. Instead, we must put in strong controls to keep intelligence closely tied to consciousness....
The Bitter Lesson
The biggest lesson that can be read from 70 years of AI research is that general methods that leverage computation are ultimately the most effective, and by a large margin. The ultimate reason for this is Moore's law, or rather its generalization of continued...
35 New AI Roles to watch out for
Welcome to this wonderful new year with Work3! This week I’d like to start a new column that is focused on new job roles and skills that AI will be creating. Some are already existing, some are educated hypothesis, or even better - ideas and demands that should be...
A quote from François Chollet
I don't think people really appreciate how simple ARC-AGI-1 was, and what solving it really means. It was designed as the simplest, most basic assessment of fluid intelligence possible. Failure … I don't think people really appreciate how simple ARC-AGI-1 was, and...
What is Your Enterprise AI Strategy? | by Kyle Stahl | Jan, 2025 | Medium
Discover what your business needs to know about the future of AI strategy. This article explores Artificial General Intelligence and the Platform Shift of AI. When ChatGPT was released in November 2022 everyone was forced to come up with an AI strategy for their...
Enterprise AI: Unlocking Value with RAG | by Dave | Dave Club | Jan, 2025 | Medium
The rise of Agentic AI promises to revolutionize how businesses operate, but realizing its full potential requires a robust architectural foundation. Retrieval-augmented generation (RAG) has emerged… The rise of Agentic AI promises to revolutionize how businesses...
Founding Father Of AI Makes Bold Predictions Around Human Superpowers
Louis Rosenberg envisions a brave new world, where human / AI integration accelerates existing technology to offer human beings new "superpowers". Go to Source
AI agents will change work forever. Here’s how to embrace that transformation | ZDNET
In a machine-led economy, business leaders must focus on what matters most - designing and cultivating healthy and sustainable relationships. Go to Source
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Recent Briefings
AI World Building & The Value of Boring BizOps
The roaring AI train didn’t slow down at the end of the year as many of us humans needed to; and as 2025 gets underway, major players are still throwing coal into the furnace: OpenAI has been heavily hinting that they think they are moving beyond AGI (but what does...
Will We See the First Programmable Organisations In 2025?
This long-form piece is an example of the content we share in the premium edition, which we are making available to all subscribers - HNY! What Lies Ahead for Enterprise AI? 2024 was an extraordinary year for ‘AI’ - from the rapid improvement of LLMs to new...
Wrapping up 2024
What a year it has been for those of us interested in the future of work and smart organisations! We have seen incredible developments in AI tools and LLMs, culminating in the preview release of OpenAI’s new o3 reasoning model last week. The tech is developing faster...
Reasoning, Context and the Agentic Enterprise AI Beyond LLMs
The end of 2024 is seeing a flurry of announcements and releases that will shape the way organisations use AI tools and tech in 2025. We will look ahead to what that might mean in practice in our final newsletter of the year, a couple of weeks from now. But first,...
The Age of Abundance Depends on Continuous Learning at the Heart of Technology Change
Marc Benioff wrote this week in TIME magazine about “how the rise of new digital Workers will lead to an unlimited age”: I’ve always believed that business is the greatest platform for change. Today, as we stand at the brink of this new Agentic Era, I’ve never been...
Towards the Smart Digital Workplace
The spread of AI tools and technologies within the workplace will have a big impact on enterprise software and how organisations build, buy and rent the systems that support their operations, as we have written about previously. But it could also lead to a new wave of...
AI Use Cases: Shifting Focus From Personal to Organisational Productivity
In the past couple of weeks, we have seen some interesting developments in AI with the potential to improve both personal and organisational productivity; but the former category seems to be moving a lot faster than the latter. On the personal productivity...
AI Reasoning Is Cool, But First How Can We Tackle Organisational Debt?
The excitement around what AI will mean for organisations and the new world of work continues its exponential growth, but it seems AI readiness and adaptation within organisations is still on a shallower linear growth path. I hesitate to widen this gap by focusing too...
AI Could Redefine Enterprise Systems, But Where Do We Begin?
With successive waves of technology innovation and adoption, the initial applications tend to be those that make our current ways of working slightly better, and we measure their success in terms of marginal cost reduction or productivity improvement. Sometimes, like...
Strawberry (Da)Queries, Machines and Possibilitarianism
Strawberry (da)queries are more sophisticated than single shot prompts The big news in GenAI this weekend was the launch of GPT o1-preview, aka Strawberry, which is capable of limited reasoning and thinking through problems from different angles before trying to solve...