Thursday, January 19, 2023

Penplusbytes’ Climate Crisis Journalism Project to Train Journalists on Climate Change Reporting

 Penplusbytes’ Climate Crisis Journalism Project to Train Journalists on Climate Change Reporting


The African continent faces major environmental challenges linked to climate change and Ghana is not left out as can be seen in changes in temperature and rainfall patterns, as well as more frequent and severe weather events such as
chronic flooding and harsh harmattan in some parts of the country with its adverse impact on health and the economy.

Relatively little space is allocated to climate change issues in the media. In a 2010 study by the Reuters Institute on media coverage of climate change in Africa , findings showed that about 60 per cent of media persons interviewed identified a lack of training and time pressures as major reasons why climate change has rarely generated coverage commensurate to its significance for the continent’s future prosperity.

Although some steps have been taken to address the aforementioned issues, it is worth noting that the dearth of awareness on the part of citizens about the causes and impacts of climate change has been very low. For many news media and editors, environment is a non-topic although media can help raise awareness of the impact of climate change on our daily lives.

According to recommendations from the Reuters Institute study, the media can do a lot more in shaping public understanding of climate change and public policies. The poor perception of the subject by both editors and journalists can be reshaped through training and workshops.

In light of this, Penplusbytes with support from DW Akademie under its Climate Crisis Journalism Project, will from the 25th to the 27th of January 2022, gather selected Ghanaian journalists and build their capacity in the subject matter to enable them conduct in-depth and investigative reporting on climate-related issues.

The three-day training session will be delivered by climate change experts and seasoned journalists in the environment and climate fields who will be engaged as resource persons to expose and orient the selected journalists to the intricacies of climate change, international best practices, trust building, and addressing disinformation, among other topic areas.

According to the Executive Director of Penplusbytes, Jerry Sam, "It is imperative to fight the growing climate crisis with a multi-pronged approach and this training will seek to equip the selected journalists with the requisite knowledge and skills to inform, educate and shape public discourse on the climate crisis in a responsible manner, enabling the people to act and shape the clean, green and sustainable climate for the future and its generations”.

To assess and sustain in the short term the impact of the trainings received, Programme Manager for Penplusbytes, Precious Ankomah says, journalists will be motivated through a competitive micro grant system for in-depth stories generation around climate change in Ghana.

The trained journalists will also be mentored by seasoned experts and will go through some refresher courses that will be delivered in a hybrid format (both virtual and face-to-face engagements).

 

About Penplusbytes

Penplusbytes is a not-for-profit organization driving change through innovations in the following key areas: using new digital technologies to enable good governance and accountability, new media and innovations, climate and well-being, and enhancing oversight for effective utilisation of mining, oil and gas revenue and resources.

Wednesday, January 18, 2023

The AI Software taking the internet by a storm – ChatGPT

 

ChatGPT (Generative Pre-trained Transformer) is a chatbot launched by OpenAI, a research laboratory in California in November 2022. It is built on top of OpenAI's GPT-3 family of large language models, and is fine-tuned with both supervised and reinforcement learning techniques.

ChatGPT was launched as a prototype on November 30, 2022, and quickly garnered attention for its detailed responses and articulate answers across many domains of knowledge. Following the release of ChatGPT, OpenAI was reportedly valued at 29 billion USD.

Since its launch, ChatGPT has become an extraordinary hit. Essentially a more elaborate chatbot, the AI program can churn out answers to the biggest and smallest questions in life, and draw up college essays, fictional stories, emails, poems and even job application letters. It does this by drawing on what it has gleaned from a staggering amount of text on the internet, with careful guidance from human experts. Ask ChatGPT a question, as millions have in recent weeks, and it will do its best to respond – unless it knows it cannot. The answers are confident and fluently written, even if they are sometimes stunningly wrong.

The AI is built on a large language model or LLM, which is fed hundreds of billions of words in the form of books, conversations and web articles, from which it builds a model, based on statistical probability, of the words and sentences that tend to follow whatever text came before. It is a bit like predictive text on a mobile phone, but scaled up massively, allowing it to produce entire responses instead of single words.

It has a remarkable ability to interact in conversational dialogue form and provide responses that can appear surprisingly human. Reinforcement Learning with Human Feedback (RLHF) is an additional layer of training that uses human feedback to help ChatGPT learn the ability to follow directions and generate responses that are satisfactory to humans.

As with every invention, ChatGPT comes with some limitations; it is specifically programmed not to provide toxic or harmful responses. So, it will avoid answering those kinds of questions. Another important limitation is that the quality of the output depends on the quality of the input. In other words, expert directions (prompts) generate better answers. Then also, ChatGPT has no handle on the truth, so even when answers are fluent and plausible, there is no guarantee they are correct.

OpenAI acknowledges these limitations and says “we plan to make regular model updates to improve in such areas. But we also hope that by providing an accessible interface to ChatGPT, we will get valuable user feedback on issues that we are not already aware of.”

You can try it on chat.openai.com