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intellectronica.net
🌐 https://ai.intellectronica.net/ πŸ‘©β€πŸ’» Expert AI Leadership (ex- Google, Microsoft, startups, ...) πŸ‘‰ Follow me for ideas in AI engineering / strategy, and lots more...
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This is the ultimate AI cluefulness test. Yes, brand, UX, & integration matter. But the model itself is the decisive factor, and the differences, even between the latest SOTA models, are meaningful. People who use models a lot, and not just for chatting, know this intuitively.

Now that o3 is affordable, are people using it for coding? Any interesting first impressions? (not benchmarks, first-hand vibe smelling and anecdotes plz)

Which environment do you prefer for an Online Community? (Discord, Slack, Circle, other, .....)

Exploring new depths of regression, in today's drumming lessons I played the timeless 90s hit Fuck You I Won't Do What You Told Me (except for the really fast part in the beginning, which is impossible). It's not a full-blown midlife crisis until I join ANTIFA.

Excellent characterisation of the skill set and attitude for successful AI Engineering. Developers who successfully assemble a versatile skillset and continuously update it can deliver powerful products and solutions. Dogma and overspecialisation are less helpful than ever.

Unpopular opinion: @code is developed by a big tech giant, but it is also an open-source project with a thriving community and deep commitment to extensibility. Forking it is dumb and uncool and can't be justified. It's a dark pattern.

Tried o3-pro for writing. Not vibe-writing, but the sort I mostly do these days, where I feed in very detailed context and instructions. I hoped for superior performance, but so far, it's producing worse output than gemini-2.5-pro and o3 (for the same prompts / context).

Every time you're tempted to think that you have an advantage because you're using some clever AI manoeuvre, remind yourself that everyone has access to the same model and the same tools, and the new equilibrium is everyone doing exactly what you are doing.

The good news: AI adoption is already significant, and productivity improvements are noticeable. The bad news: as long as AI depends on human operators, productivity improvements remain capped at a fraction of its capacity to execute. x.com/johannes_wa...

Excited about the new model release from this or that provider? The benchmarks look wow? Impressive sample outputs? Love the license / price / geo? Just remember that none of that tells you what you really need to know - how well it works on your task. ai.intellectronica.net/structured-...

www.youtube.com/watch?v=6FP...

Career advice: if you want a ridiculously high paying job and endless employment and business opportunities in the few years, get yourself to black belt in AI Security.

So @tylercowen asked o3-pro to estimate the % of labour it could replace. The estimate and review are conservative. Cowen may claim that even if it _can_ take over 15-25% of work, it doesn't mean society will make that happen. Still, I'd suggest paying close attention. chatgpt.com/share/6848a...

Just to prove that random distribution can get very lumpy, this week I went to more live shows than I have in a decade. Tonight it was Stereolab (with Astrobal for support). It was so cool!

RIP Brian Wilson. Thanks for the vibrations. πŸ™

TV caricaturises how we view professions and industries we don't know well. When I talk to people about opportunities for AI in legal, they imagine that what legal (and legal-adjacent) firms do looks like Boston Legal or Suits - every case is a completely new story.

Reminder that if you want to give o3-pro a try and don't want or can't afford the $200/month pro sub, you can access it from the Open AI playground.

Now we're talking - double o3 quota in ChatGPT. Confused? Cheat Sheet updated: gist.github.com/intellectro... x.com/kevinweil/s...

I'm always reluctant to give this as advice, but, sometimes just waiting patiently for the price to drop is a viable AI cost optimisation strategy (today, for example, we got OpenAIs o3 at an 80% discount). For some other steps you can take, see ai.intellectronica.net/cost-contro...

A quiet revolution, bubbling under the surface: the Legal Services industry is leading in AI adoption. Second only to software development. Currently more than 50% of inbound inquiries I'm getting are for legal AI, with some truly original and transformative ideas.

Loved @AarushSah_ (of @GroqInc)'s talk last night - one of quite a few great guest talks in @HamelHusain and @sh_reya's excellent evals course - exploring the relationship between AI Evals and Reliability Engineering. As we move to deploying AI at scale, evals _are_ part of SRE.

People are overly sceptical about the potential for massive productivity improvements with AI in the near future because they are not sufficiently sceptical about the flavour of AI sold to them by big tech β€” chatty "copilots" and "agents". Wrong paradigm, wrong predictions.

Exactly a year since @leopoldasch published Situational Awareness. Still relevant, nothing in it has been disproven, future predictions look stronger than before. situational-awareness.ai/

πŸ’‘ π™‹π™§π™–π™œπ™’π™–π™©π™žπ™˜ π˜Όπ™„ π™©π™€π™€π™‘π™žπ™£π™œ 𝙧𝙀𝙖𝙙𝙒𝙖π™₯ πŸ› οΈ 1️⃣ Flagship LLM + basic SDK 2️⃣ Python/TS & Notebooks 3️⃣ Frameworks only after you’ve shipped and learnt The β€œadopt reluctantly” mindset builds resilient, debt-free systems that scale. Read the full guide - πŸ”— in ‡️

One phrase I particularly disliked when I worked at MegaCorp was "thrive in ambiguity" β€” the notion that well-adjusted employees watch passively and accept ambiguity as a given. AI doesn't just thrive in ambiguity; it butchers ambiguity.

i've seen the future, brother, it is murder

... Χ”ΧœΧ™Χ¦Χ Χ™Χ הם קו׀ים, והקו׀ים Χ‘Χ Χ™ אדם ...

Just found out that David Thomas or Pere Ubu, is no longer with us (left, too early, a few weeks ago). Farewell, mad genius πŸ™ youtu.be/-juhwf1Fa6c

MCP is the VBX of our era (if you're old enough to remember, you'll recognise the conceptual parallels)

I tried various meeting AI products, all are convenient to use, but I didn't like the output quality of most, so for meetings that matter I just record with Voice Memos, paste the recording into @googleaistuid, and use Gemini 2.5 Flash with this prompt gist.github.com/intellectro...

πŸŒ…πŸ₯πŸ’₯ www.youtube.com/watch?v=Ox5...