Meta launched largest ‘open’ AI model in history; Here’s why it matters
Sydney, Aug 2 (The Conversation): In the world of artificial intelligence (AI), a battle is underway. On one side are companies that believe in keeping the datasets and algorithms behind their advanced software private and confidential. On the other are companies that believe in allowing the public to see what’s under the hood of their sophisticated AI models.
Think of this as the battle between open- and closed-source AI.
In recent weeks, Meta, the parent company of Facebook, took up the fight for open-source AI in a big way by releasing a new collection of large AI models. These include a model named Llama 3.1 405B, which Meta’s founder and chief executive, Mark Zuckerberg, says is “the first frontier-level open source AI model”.
For anyone who cares about a future in which everybody can access the benefits of AI, this is good news.
The danger of closed-source AI – and the promise of open-source AI
Closed-source AI refers to models, datasets and algorithms that are proprietary and kept confidential. Examples include ChatGPT, Google’s Gemini and Anthropic’s Claude.
Though anyone can use these products, there is no way to find out what dataset and source codes have been used to build the AI model or tool.
While this is a great way for companies to protect their intellectual property and their profits, it risks undermining public trust and accountability. Making AI technology closed-source also slows down innovation and makes a company or other users dependent on a single platform for their AI needs. This is because the platform that owns the model controls changes, licensing and updates.
There are a range of ethical frameworks that seek to improve the fairness, accountability, transparency, privacy and human oversight of AI. However, these principles are often not fully achieved with closed-source AI due to the inherent lack of transparency and external accountability associated with proprietary systems.
In the case of ChatGPT, its parent company, OpenAI, releases neither the dataset nor code of its latest AI tools to the public. This makes it impossible for regulators to audit it. And while access to the service is free, concerns remain about how users’ data are stored and used for retraining models.
By contrast, the code and dataset behind open-source AI models is available for everyone to see.
This fosters rapid development through community collaboration and enables the involvement of smaller organisations and even individuals in AI development. It also makes a huge difference for small and medium size enterprises as the cost of training large AI models is colossal.
Perhaps most importantly, open source AI allows for scrutiny and identification of potential biases and vulnerability.
However, open-source AI does create new risks and ethical concerns.
For example, quality control in open source products is usually low. As hackers can also access the code and data, the models are also more prone to cyberattacks and can be tailored and customised for malicious purposes, such as retraining the model with data from the dark web.
An open-source AI pioneer
Among all leading AI companies, Meta has emerged as a pioneer of open-source AI. With its new suite of AI models, it is doing what OpenAI promised to do when it launched in December 2015 – namely, advancing digital intelligence “in the way that is most likely to benefit humanity as a whole”, as OpenAI said back then.
Llama 3.1 405B is the largest open-source AI model in history. It is what’s known as a large language model, capable of generating human language text in multiple languages. It can be downloaded online but because of its huge size, users will need powerful hardware to run it.
While it does not outperform other models across all metrics, Llama 3.1 405B is considered highly competitive and does perform better than existing closed-source and commercial large language models in certain tasks, such as reasoning and coding tasks.
But the new model is not fully open, because Meta hasn’t released the huge data set used to train it. This is a significant “open” element that is currently missing.
Nonetheless, Meta’s Llama levels the playing field for researchers, small organisations and startups because it can be leveraged without the immense resources required to train large language models from scratch.
Shaping the future of AI
To ensure AI is democratised, we need three key pilars:
-governance: regulatory and ethical frameworks to ensure AI technology is being developed and used responsibly and ethically
-accessibility: affordable computing resources and user-friendly tools to ensure a fair landscape for developers and users
-openness: datasets and algorithms to train and build AI tools should be open source to ensure transparency.
Achieving these three pillars is a shared responsibility for government, industry, academia and the public. The public can play a vital role by advocating for ethical policies in AI, staying informed about AI developments, using AI responsibly and supporting open-source AI initiatives.
But several questions remain about open-source AI. How can we balance protecting intellectual property and fostering innovation through open-source AI? How can we minimise ethical concerns around open-source AI? How can we safeguard open-source AI against potential misuse?
Properly addressing these questions will help us create a future where AI is an inclusive tool for all. Will we rise to the challenge and ensure AI serves the greater good? Or will we let it become another nasty tool for exclusion and control? The future is in our hands.
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44 peacocks die of H5N1 in Karnataka’s Tumakuru; minister orders precautions
Bengaluru (PTI): After 44 peacocks died of the H5N1 virus in Tumakuru district, Karnataka Minister Eshwar Khandre on Saturday directed officials to implement strict precautionary measures to prevent its spread across forest areas, including zoos and bird sanctuaries.
The directive comes after laboratory reports from the ICAR–National Institute of High Security Animal Diseases in Bhopal recently confirmed H5N1 avian influenza as the cause of the deaths.
According to the state forest minister, the peacocks died between April 16 and 21 in and around Bommanahalli and Kolihalli villages in Urdigere hobli, and Bairasandra and Hullenahalli villages in Gulur hobli of Tumakuru district.
“In this context, instructions have been issued in line with the revised H5N1 Action Plan of the Central Government to prevent the spread of infection across all forest areas, including zoos, bird sanctuaries, Magadi Lake, and the community reserve at Kokkare Bellur,” Khandre said in a note addressed to the principal chief conservator of forests (wildlife) and chief wildlife warden.
He also directed that any deaths of birds, whether migratory or local, must be reported immediately, and that samples from carcasses should be collected and sent for testing.
If required, a nodal officer may be appointed to monitor the situation across the state, he added.
Authorities have established an infected zone within a 0–3 km radius and a surveillance zone extending from 3 to 10 km.
According to the Health Department, surveillance for fever, Influenza-Like Illness (ILI), and Severe Acute Respiratory Infection (SARI) will be carried out over the next 10 days, covering a population of 20,432 across 38 villages.
In light of the situation, the department has advised the public to follow precautionary measures to minimise the risk of infection by avoiding contact with sick or dead birds and maintaining hand hygiene by washing hands frequently with soap and water.
It has also suggested the use of personal protective equipment (PPE) while handling birds or their droppings, and advised ensuring that poultry and eggs are thoroughly cooked (above 80 degrees celcius) before consumption.
The health department has also recommended avoiding close contact with individuals exhibiting symptoms of respiratory illness.
The department said it is closely monitoring the situation and has put necessary precautionary measures in place.
The public has been advised to remain vigilant and report any unusual bird deaths or symptoms promptly, officials added.
Avian influenza (H5N1) is a subtype of the influenza virus that infects birds and mammals, including humans in rare instances, according to the World Health Organisation. Human cases reported so far have been mostly linked to close contact with infected birds or other animals, or with contaminated environments.
