I work for a large global company and have recently rolled out an in house AI product for a workstream. Chatgpt is the LLM behind it. It is an absolute game changer. The efficiencies are incredible, saving our core users around 1.5-2 hours a day in admin tasks. Our messaging is that it is like a good grad employee, check the work over. I use it for everything. Building content for decks, analysing research. Hallucinations improved drastically since the end on 2024.
As we see it, the first level of staff will go, but new jobs are being created too. HR, Quality, Finance, Legal and admin roles are all disrupted. Attrition in those areas will come but we will have growth in tech and SMEs and new roles will develop in data management and governance.
Copilot is expensive and not developing at a rate that we like, so we are exploring building on our own tech stack and dropping it.
I speak at conferences with other tech companies about issues, change management, governance and the future. Early adopters are pulling ahead, it isn't going away and will just become more integrated. User maturity is also on the up, just generally, in society.
I use it in my home life for travel, advice, research and planning. I upload many documents into each of my 'projects' to help with the 'you get out what you put in ' mindset and to help reduce unhelpful fillers/ hallucinations.
The best prompts have context and rules contained. Imagine you are explaining your request to someone who hasn't met, you and cannot see you. The aim is to remove as many of the assumptions as you can. For example, for work, I would start with something cheesy like 'imagine you are a world class director, rolling out x product, for x subgroup with the aim of xx. Your core messaging is y. Attached are key stakeholders. Please generate a comms and trainng plan to support this structure. Break I down to short, medium and long term.
Follow on by asking it to look for gaps and consider other options. Ask ot to predict possible.roadblocks -you will be blown away. It will give you days of work in 20 minutes and then you can use a pot AI such as Beautiful.AI to quickly generate great slides, easily.