Google introduceert Gemma 4 voor lokaal gebruik, nieuwe opensourcelicentie
Googles onderzoeksdivisie DeepMind introduceert het nieuwe opensourcemodel Gemma 4 onder de Apache 2.0-licentie. Het model zou excelleren in prestaties per parameter. Daarmee moet Gemma 4 relatief goed presteren op lokale hardware. De meeste AI-modellen presteren alleen goed op geavanceerde hardware in datacenters.
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Microsoft and Google release new AI models on the same day: capabilities in speech, image, and local open-source solutions fully deployed. - 富途牛牛
Microsoft and Google release new AI models on the same day: capabilities in speech, image, and local open-source solutions fully deployed. 富途牛牛
How many attention heads do you need to do XOR?
You need at least two attention heads to do XOR , and we will find that it is a surprisingly crisp result which uses only high-school algebra. Introduction Computing XOR using an attention head. Two input bits mjx-munderover { display: inline-block; text-align: left; } mjx-munderover:not([limits="false"]) { padding-top: .1em; } mjx-munderover:not([limits="false"]) > * { display: block; } mjx-mfrac { display: inline-block; text-align: left; } mjx-frac { display: inline-block; vertical-align: 0.17em; padding: 0 .22em; } mjx-frac[type="d"] { vertical-align: .04em; } mjx-frac[delims] { padding: 0 .1em; } mjx-frac[atop] { padding: 0 .12em; } mjx-frac[atop][delims] { padding: 0; } mjx-dtable { display: inline-table; width: 100%; } mjx-dtable > * { font-size: 2000%; } mjx-dbox { display: block; f
Q1 2026 Timelines Update
We’re mostly focused on research and writing for our next big scenario, but we’re also continuing to think about AI timelines and takeoff speeds, monitoring the evidence as it comes in, and adjusting our expectations accordingly. We’re tentatively planning on making quarterly updates to our timelines and takeoff forecasts. Since we published the AI Futures Model 3 months ago, we’ve updated towards shorter timelines. Daniel’s Automated Coder (AC) median has moved from late 2029 to mid 2028, and Eli’s forecast has moved a similar amount. The AC milestone is the point at which an AGI company would rather lay off all of their human software engineers than stop using AIs for software engineering. The reasons behind this change include: 1 We switched to METR Time Horizon version 1.1 . We include
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How many attention heads do you need to do XOR?
You need at least two attention heads to do XOR , and we will find that it is a surprisingly crisp result which uses only high-school algebra. Introduction Computing XOR using an attention head. Two input bits mjx-munderover { display: inline-block; text-align: left; } mjx-munderover:not([limits="false"]) { padding-top: .1em; } mjx-munderover:not([limits="false"]) > * { display: block; } mjx-mfrac { display: inline-block; text-align: left; } mjx-frac { display: inline-block; vertical-align: 0.17em; padding: 0 .22em; } mjx-frac[type="d"] { vertical-align: .04em; } mjx-frac[delims] { padding: 0 .1em; } mjx-frac[atop] { padding: 0 .12em; } mjx-frac[atop][delims] { padding: 0; } mjx-dtable { display: inline-table; width: 100%; } mjx-dtable > * { font-size: 2000%; } mjx-dbox { display: block; f
LinkedIn job posting data: companies added 640K AI-related jobs from 2023 to 2025 in the US, including 225K "head of AI" jobs, up 49% from the prior four years (Te-Ping Chen/Wall Street Journal)
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