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How custom evals get consistent results from LLM applications

Public benchmarks are designed to evaluate general LLM capabilities. Custom evals measure LLM performance on specific tasks.

Tech - VentureBeat - 16 hours ago

Microsoft’s Differential Transformer cancels attention noise in LLMs

A simple change to the attention mechanism can make LLMs much more effective at finding relevant information in their context window.

Tech - VentureBeat - October 16

Study finds LLMs can identify their own mistakes

It turns out that LLMs encode quite a bit of knowledge about the truthfulness of their answers, even when they give the wrong one.

Tech - VentureBeat - October 29

Pennsylvania investigating reports of fraudulent voter registration applications

Former President Donald Trump has mischaracterized investigations into a number of voter registration applications in Pennsylvania.

Unemployment Applications Rose, But Layoff Levels Are Low

The four-week average of claims fell by 9,750 to 227,250.

Business - Inc. - November 8

IBM debuts open source Granite 3.0 LLMs for enterprise AI

IBM is launching its new open source Granite 3.0 family of models for enterprise AI as it looks to a future state of generative computing.

Tech - VentureBeat - October 21

Pennsylvania officials investigating fraudulent voter registration applications in Lancaster County

Pennsylvania officials are investigating as many as 2,500 fraudulent voter registration applications in Lancaster County ahead of the 2024 election.

DeepMind and Hugging Face release SynthID to watermark LLM-generated text

SynthID makes subtle changes to LLM-generated text to create a statistical signature while preserving the quality of the output.

Tech - VentureBeat - October 25

Australia rejects visa application by rightwing US pundit Candace Owens

Immigration minister Tony Burke says Owens ‘has the capacity to incite discord in almost every direction’ ahead of planned November speaking tour. Get our breaking news email , free app or ...

World - The Guardian - October 27

Why multi-agent AI tackles complexities LLMs can’t

While AGI and fully autonomous systems are still on the horizon, multi-agents will bridge the current gap between LLMs and AGI.

Tech - VentureBeat - November 2

Puppygraph speeds up LLMs’ access to graph data insights

While PuppyGraph is less than a year old, it is already witnessing success with several enterprises, including Coinbase, Clarivate, Dawn Capital and Prevelant AI.

Tech - VentureBeat - November 7

Here are 3 critical LLM compression strategies to supercharge AI performance

How techniques like model pruning, quantization and knowledge distillation can optimize LLMs for faster, cheaper predictions.

Tech - VentureBeat - 5 days ago

Fingerprint from taxi license application leads to arrest in 1978 double murder

Nearly 46 years after a double homicide, a fingerprint from a taxi license application has led to a suspect's arrest, officials in western Massachusetts announced.

How Microsoft’s next-gen BitNet architecture is turbocharging LLM efficiency

A smart combination of quantization and sparsity allows BitNet LLMs to become even faster and more compute/memory efficient

Tech - VentureBeat - Yesterday

Zyphra’s new Zyda-2 dataset lets enterprises train small LLMs with high accuracy

Zyphra's Zyda-2 dataset is five times larger than the original Zyda and covers a vast range of topics and domains.

Tech - VentureBeat - October 17

A federal disaster fund that had 50,000 applications after twin hurricanes is now out of money

A federal disaster fund has received 54,000 applications from those impacted by the recent hurricanes, but the money won't be available for weeks.

US unemployment applications fall; continuing claims hit highest level since 2021

The number of Americans filing for unemployment benefits fell last week, but the total number of those collecting benefits rose to its highest level in almost three years

Fingerprint from decades-old taxi application led to arrest in 1978 cold case double murder

A fingerprint on a decades-old taxi application led to the arrest of a man accused of fatally shooting two people and leaving their bodies along a Massachusetts roadway in 1978, officials said.

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