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New chip design makes parallel programs run many times faster and requires one-tenth the code

Computer chips have stopped getting faster. For the past 10 years, chips’ performance improvements have come from the addition of processing units known as cores.

In theory, a program on a 64- machine would be 64 times as fast as it would be on a single-core machine. But it rarely works out that way. Most computer programs are sequential, and splitting them up so that chunks of them can run in parallel causes all kinds of complications.

In the May/June issue of the Institute of Electrical and Electronics Engineers’ journal Micro, researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) will present a new chip design they call Swarm, which should make parallel programs not only much more efficient but easier to write, too.

OpenAI technical goals

OpenAI’s mission is to build safe AI, and ensure AI’s benefits are as widely and evenly distributed as possible. We’re trying to build AI as part of a larger community, and we want to share our plans and capabilities along the way. We’re also working to solidify our organization’s governance structure and will share our thoughts on that later this year.

Our metric

Defining a metric for intelligence is tricky, but we need one to measure our progress and focus our research. We’re thus building a living metric which measures how well an agent can achieve its user’s intended goal in a wide range of environments.

Dark bots: The cat-and-mouse game begins

Will the good bots finish last in the war of bots? Dark bots are definitely not that easily stopped by AI in companies.


The bot era is here, and the world has already begun to see its transformative potential. But like any technology, there will be bad bots as predictably as good ones. With every advancement, there are people looking to exploit it. Anticipating what they might do is key so that builders, developers, and users can prevent, preempt, and prepare.

Here are the “dark bots” we’re likely to see:

The Stealthy Bot

This is a bot whose ownership is unknown, giving it the freedom to cheat with impunity. Trust and verification is essential for security on any platform. On the Web, services like Truste, VeriSign, and others have provided the trust infrastructure needed. For apps, Apple and Google do the same. Credit card issuers and payment platforms do as much for merchants offering paid services. But who will provide the trust infrastructure for bots? Will messaging channels certify bot developers? Each channel has a different approval process now. It will be crucial to arrive at a shared certification process.

DARPA Takes Giant Stride in Creating Weapons that Vaporize and Self-destruct

The more that DARPA works on NextGen Military equipment and machines; it feels like 1970s Star Wars is coming to life. Autonomous Jets with Death Lasers, dissovable weapons after usage, etc. Actually, this is good and bad.


DARPA’s transient technology was initially developed under an aptly named DARPA program called VAPR for “Vanishing Programmable Resources.” This program seeks electronic systems capable of physically disappearing in a controlled, triggerable manner.

“These transient electronics should have performance comparable to commercial-off-the-shelf electronics, but with limited device persistence that can be programmed, adjusted in real-time, triggered, and/or be sensitive to the deployment environment,” said DARPA.

VAPR aims to enable transient electronics as a deployable technology in the battlefield. Examples of these transient electronic devices are large-area distributed networks of sensors that decompose into the ground on command.

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