Google debuts Gemma 4 open AI models for local use - TestingCatalog
Google debuts Gemma 4 open AI models for local use TestingCatalog
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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
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
Anthropic s rough week: leaked models, exposed source code, and a botched GitHub takedown
Anthropic s had a rough streak of luck lately. Last week, Fortune reported on an accidental leak of the AI company s development of The post Anthropic s rough week: leaked models, exposed source code, and a botched GitHub takedown appeared first on The New Stack .
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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)
Te-Ping Chen / Wall Street Journal : 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 AI is raising big fears about employment losses, but it is also giving rise to new engineering and training jobs
Amazon adds a 3.5% fuel and logistics surcharge to fulfillment fees for US and Canadian third-party sellers from April 17, as the Iran war drives up oil prices (Annie Palmer/CNBC)
Annie Palmer / CNBC : Amazon adds a 3.5% fuel and logistics surcharge to fulfillment fees for US and Canadian third-party sellers from April 17, as the Iran war drives up oil prices Amazon is adding a 3.5% fuel and logistics-related surcharge to fees it collects from third-party sellers who use its fulfillment services
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