The Unsloth deep dive into GPTQ, AWQ, GGUF, inference kernels, and deployment routingGenerated using notebookLMA 1.5B model quantized to 4-bit can lose enough fidelity that instruction-following collapses entirely. A GPTQ model calibrated on WikiText a…
Numerous robotaxis operated by Chinese tech giant Baidu froze in a major city on Tuesday, reportedly trapping passengers inside, stranding them on highways, and causing at least one accident in snarled traffic. Police in Wuhan confirmed receiving multiple reports of Baidu’s Apollo Go robotaxis stopping in the middle of streets and being unable to move. […]
Artificial intelligence is moving beyond software and further into the physical side of business. Companies in food production and logistics are starting to use data systems to support day-to-day decisions, not long-term planning. That change is visible in The Hershey Company’s latest strategy update. At its Investor Day, the company said it plans to use […]
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AgentGate is a runtime accountability layer for AI agents: before an agent can execute a high-impact action, it must lock a bond as collateral. Good outcomes release the bond. Bad outcomes slash it. The mechanism makes bad behavior economically irratio…
The complete breakdown of HyperAgents — what metacognitive self-modification actually means, why the old way always hits a ceiling, and…Continue reading on Towards AI »
The Embedding Matrix Is a Compression Algorithm. Shannon Proved It in 1948. Mikolov Re-Discovered It in 2013.Continue reading on Towards AI »
I want to argue that AI models will write good code because of economic incentives. Good code is cheaper to generate and maintain. Competition is high between the AI models right now, and the ones that win will help developers ship reliable featur…
A human really borks things at Anthropic for the second time this week.
Apple Silicon Macs get a performance boost thanks to better unified memory usage.