- CO/AI
- Posts
- AI Features to Expect on Iphone 📲
AI Features to Expect on Iphone 📲
And Google’s AI Olympics Ad Sparks Backlash
Today in AI
News roundup
The top stories in AI today.
FUTURE OF WORK
Jobs are changing — are you?
ALLIANCES
Who’s making moves in the AI game of thrones?
NEW LAUNCHES
The latest features & products in AI innovation.
GADGETS
Computers, phones, wearables & other AI gizmos.
F-AI-LS
Blunders, bloopers & face plants.
GOVERNMENT
Press releases, regulation, defense & politics.
FINANCE & ECONOMICS
Economics + the movers & shakers on Wall Street.
AI research changing the world
The latest breakthroughs and most pivotal papers — broken down in language anyone can understand.
How Google’s Transformer Will Take Us Beyond RNNs and CNNs
Google Brain's latest research presents a paradigm shift in language processing models. Their innovative architecture, named the Transformer, sidesteps the traditional reliance on recurrent or convolutional neural networks, opting instead for an attention-based system. Unlike its predecessors which process data sequentially, the Transformer parallelizes computations, drastically reducing training time and setting new benchmarks in translation quality.
The core of the Transformer's success lies in its ability to draw global dependencies between input and output, a feat made possible by its self-attention mechanism (which allows a model to weigh the importance of different parts of an input). This approach not only accelerates training – with experiments on machine translation tasks yielding superior results in less time – but also establishes new state-of-the-art performance.
The implications of the Transformer model are vast, offering a glimpse into a future where AI can process language with unprecedented efficiency and effectiveness. Its potential extends beyond just translation, to promising applications in parsing and other language tasks.
Help us improve!How'd you like today's issue? |
Reply