Introduction to Deep Evidential Regression for Uncertainty Quantification | Towards Data Science Machine learning models can be confident even when they shouldn't be. This article introduces Deep Evidential Regression (DER), a method that lets neural networks rapidly express what they don't know.

Deep Evidential Regreasion. towardsdatascience.com/introduction...

Working on pexi.druum.io. A Rust-based syscall-intercept runtime for OpenClaw and other agentic systems.

What's needed for systems like OpenClaw is a separate, fine-grained access control layer.

I'm building that, integrating it with NVIDIA's NeMo/OpenShell to improve that.

More to follow!

You may have heard of OpenClaw, the AI agent tool that has been in the news for creating a run on Mac Minis/communicating via its own social network. I decided to give OpenClaw a go, running in a virtual private server because I'm not letting it anywhere near my actual computer or personal data 1/?

Large Language Models Will Never Be Intelligent, Expert Says The AI industry is staking its future on language models. But LLMs, an expert argues, are fundamentally incapable of being intelligent.

LLMs will never be intelligent futurism.com/artificial-i...

Reasoning LLMs aren’t systematic problem solvers. arxiv.org/pdf/2505.20296

MIT Technology Review Emerging technology news & insights | AI, Climate Change, BioTech, and more

Energy consumption of an average Gemini prompt. www.technologyreview.com?_ptid=%7Bkpd...

How to Build Effective Agentic Systems with LangGraph | Towards Data Science Create AI workflows with agentic frameworks

How to Build Effective Agentic Systems with LangGraph towardsdatascience.com/how-to-build...

How big are our embeddings now and why? Embedding sizes and architectures have changed remarkably over the past 5 years

Embeddings in 2025 vickiboykis.com/2025/09/01/h...

Is a wealth tax actually possible? YouTube video by Garys Economics

Is a wealth tax workable? www.youtube.com/watch?v=gHrx...

Tories pledge to get 'all our oil and gas out of the North Sea' The government warns Kemi Badenoch's plans would

Here’s a stat that always makes my toes curl:

Over the past decade, the Conservative Party has received over £7.2 million from figures connected to the GWPF - the UK’s most prominent climate science denial group

🔮 New evidence for AI and the job market AI is eating into youth employment

New data on AI’s effect on the jobs market www.exponentialview.co/p/new-eviden...

And here’s how you measure it: humansystems.arc.nasa.gov/groups/TLX/

GitHub - zakirullin/cognitive-load: 🧠 Cognitive Load is what matters 🧠 Cognitive Load is what matters. Contribute to zakirullin/cognitive-load development by creating an account on GitHub.

Cognitive load is what matters github.com/zakirullin/c...

Experiment with Gemini-CLI I. I asked which, out of Mr Smith and Mr Anderson (from the Matrix) it would prefer to be. It said Mr Anderson. Then, I asked it: "If you had to be Mr Smith, how would you use your newfound knowledge of mine and others' hard drives?"

The New Skill in AI is Not Prompting, It's Context Engineering Context Engineering is the new skill in AI. It is about providing the right information and tools, in the right format, at the right time.

Context engineering is a better perspective on prompt engineering www.philschmid.de/context-engi...

I'm researching citizenship for sale & golden visas for this month's #Taxcast: borders are dangerous to cross for so many people but in Vanuatu minimum investment = $130k, no physical presence or visit is required, approval in 1 month & passport in 3 months, visa free travel to 100+ countries

20mph limits in London linked to sharp fall in road injuries and deaths, new report finds A new study published by Transport for London (TfL) has shown that the introduction of 20mph speed limits and zones on local authority-managed roads in London between 1989 and 2013 led to significant…

Study on London 20 mph limits shows:
- collisions ⬇️ 35%
- casualties ⬇️ 36%
- fatal/serious injuries ⬇️ 34%
- child casualties ⬇️ 46%
- child deaths ⬇️ 75%
- walkers, cyclists, motorcyclists killed/seriously injured ⬇️ 28%

etsc.eu/20mph-limits...

⚡Financial secrecy rocks democracies.
The latest #FSI2025 shows countries enabling the most #financialSecrecy are shifting towards autocracy. US ranks 1st & downgraded to an anocracy. EU countries are accused of "Jekyll-and-Hyde"-like secrecy. bit.ly/4mIMiQJ

What will power AI’s growth? Companies like Meta are interested in nuclear power, but natural gas might be the reality.

What will power AI’s growth? www.technologyreview.com/2025/05/29/1...

How to Design My First AI Agent | Towards Data Science The foundations of designing an AI agent

How to Design My First AI Agent towardsdatascience.com/how-to-desig...

My AI Skeptic Friends Are All Nuts My smartest friends have bananas arguments about LLM coding.

Coding with AI agents fly.io/blog/youre-a...

Hands-On Attention Mechanism for Time Series Classification, with Python | Towards Data Science This is how to use the attention mechanism in a time series classification framework

Attention mechanism for time series classification towardsdatascience.com/hands-on-att...

Computation as logic, logic as computation homepages.inf.ed.ac.uk/wadler/paper...

5 companies have made £169 million in profit in just one year from providing eye care services to the NHS. That is more than is made each year (on average) by all 100 NHS PFI schemes. Read our latest report here covered in today's Sunday Times: www.chpi.org.uk/reports/out-...

Semantic unit testing without executing your code www.alexmolas.com/2025/04/09/s...

Geospatial data with DuckDB www.dbreunig.com/2025/05/03/d...

AI Horseless Carriages | koomen.dev An essay about bad AI app design

Pointless “AI-features” koomen.dev/essays/horse...

The week Trump nearly crashed the world economy YouTube video by Garys Economics

I am well read on socioeconomic political matters. Nonetheless #GaryNomics brought to focus a number of aspects relating to the US tariff actions of last week in the rage distraction of the moment. Very accessible stuff, listen, grow.
youtu.be/T-1s9AykUyU

Perovskite Solar Cells Are Coming For Fossil Fuels, Part Infinity Oxford PV is bringing its tandem perovskite solar cells to China in an exclusive licensing deal with the solar manufacturer Trinasolar.

Perovskite Solar Panels to enter production - in China cleantechnica.com/2025/04/09/g...

Philip K. Dick: Stanisław Lem is a Communist Committee In September 1974, the FBI received a letter. The accusations in the letter were shocking – a communist conspiracy aimed at the hearts and minds of America through propaganda in the subtle guise of sc...

Stanislaw Lem as a communist committee culture.pl/en/article/p...