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Getting prompts right is still the hardest part of shipping reliable LLM applications. Small wording changes can swing accuracy by 20 percent. What works on a few examples often breaks at scale. When a multi-step pipeline returns a wrong answer, finding the failing step means inspecting intermediate outputs by hand. Cisco AI introduced FAPO to […]
Nous Research has added a Blank Slate setup mode to its open-source Hermes Agent. It inverts the usual onboarding. Instead of a fully loaded default, you start with almost nothing. Hermes Agent is the self-improving agent framework from Nous Research. It runs on your own machine. The team announced the new mode on X. Blank
A burgeoning genre of fictional AI doomsday scenarios says lagging behind on the technology could threaten the continent’s sovereigntyIt’s 2031 and the US and China are about to tear Europe into pieces.The US ploughed vast sums into datacentres and the EU did not. China built robots and Europe did not. American companies “restructured” their workflows
As the US and China surge ahead, is Europe sleepwalking into AI disaster? Read More »
TLDR YaFF is Yandex’s open-source zero-copy wire format for Protobuf — Apache 2.0, currently C++, v0.1.0. The .proto file stays the source of truth; only the physical memory layout changes. On Yandex’s benchmarks, the Flat Layout reads hot data ~3.8× faster than FlatBuffers, within 1.2× of a raw C++ struct. Four layouts — Fixed, Flat,
In this tutorial, we build an end-to-end forecasting workflow with TimeCopilot. We prepare a panel dataset containing real airline passenger data and a synthetic seasonal series with injected anomalies, then evaluate a diverse collection of statistical, foundation, and optional GPU-based forecasting models. We use rolling cross-validation and multiple error metrics to identify the strongest model,
Literary magazine will no longer engage in ‘external publishing partnerships’ after Commonwealth prize furoreThe prominent literary magazine Granta will no longer publish the winning entries of the annual Commonwealth short story prize after one of this year’s winners drew widespread accusations of AI use.The magazine said it would no longer be involved in “external publishing
Granta stops publishing short story award winners over AI controversy Read More »
Twenty years ago I briefly became the victim of a viral pile-on – all because of a silly YouTube video. But I’m glad I had the chance to embarrass myself and move on. Are today’s teens so fortunate?As a teenager, I went kind of viral – and the most amazing thing about that is it
Apart from effort to electrify, there were geopolitical tensions around climate science and the 1.5C goalElectrifying the world – with electric vehicles, electric heating and cooling, and modernised heavy industry – could be the next biggest step towards phasing out fossil fuels, replacing the 80% of global energy that still comes from hydrocarbons. As using
Can we electrify the world? Ambition takes centre stage in pre-Cop31 climate talks Read More »
NVIDIA Research has released SpatialClaw, a training-free framework for spatial reasoning. It targets a persistent weakness in vision-language models (VLMs). These models still struggle to judge where objects are, how they relate, and how they move in 3D. SpatialClaw does not retrain the model. Instead, it changes the action interface the agent uses to call
While recent breakthroughs in AI reasoning have largely been driven by massive scale, pouring in billions of parameters to cross complex cognitive thresholds—VibeThinker-3B is charting a completely different path. Created by researchers from Sina Weibo Inc (China), this 3-billion-parameter model proves that efficiency can punch far above its weight class. Released under an open-source MIT
