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LSEG to acquire Octus for $3.535B

London Stock Exchange Group agreed to buy credit intelligence provider Octus for $3.535 billion, expanding its data in private, illiquid and distressed credit; the deal is expected to close in the first half of 2027. Separately, Cognitive Credit raised $40 million led by Summit Partners. The moves show rising demand for specialized financial data as banks and asset managers add AI to research; LSEG said 80% of its AI agreements involve buying additional datasets.

PYMNTS.com ·

Study: swarm decision-making equivalent to single-agent RL

A new paper proves a mathematical equivalence between collective decision-making via local imitation (such as bees choosing a nest site) and single-agent reinforcement learning in a multi-armed bandit setting. It proposes Maynard-Cross Learning, in which N individuals act as N parallel rollouts with an effective step size of 1/N.

r/MachineLearning ·

Developer runs GGUF Q4 model in HTML via WebGL2

A LocalLLaMA developer says building your own inference engine is feasible: a GGUF Q4 model runs inside a webpage via WebGL2 compute buffers and GLSL, though tokenizer and vocab handling remain a debugging nightmare. The experiment shows browser-based local inference is possible but costly to engineer.

r/LocalLLaMA ·

Discussion: Is symbolic AI dead?

A forum post asks whether symbolic AI has been sidelined since neural networks rose to prominence, arguing new research keeps reintroducing symbolic structures into machine learning and that symbolic methods could return if self-instantiation and feedback-loop issues are solved. The item is a discussion thread, not a paper.

r/MachineLearning ·
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