Hans Lõugas

Chief Breakfast Officer. Teaching my kids Monty Python. Strictly personal jokes.
Co-founder @bsidesTLL, PM @Dynatrace, podcaster, ex-techjourno, 🇪🇪.
I know!

[Tesla Europe, Middle East & Africa @teslaeurope]

FSD Supervised now approved in Estonia🇪🇪. Rollout will begin soon

[Hans Lõugas @hanskan]

I've been volunteering on Bsides org for 5y > some of the smartest people here are gathering at the event. If you want to stand out and build relationships with the community, reach out:

[BSides Tallinn @bsidesTLL]

🐺 BSides Tallinn 2026 - we're looking for sponsors!

We have different sponsorship opportunities available - reach out for the full sponsor prospectus, or come to us with your own idea🚩[email protected]

[Hans Lõugas @hanskan]

Miks AI on lollakam kui tavaline "guugle": idiootsuseni personaliseeritud seos, kuidas mu varasem küsimus kuullaagrite (!!!) kohta seostub selle kirjanikuga nagu rusikas silmaauku.

Pidage meeles, kui teid huvitavad kuullaagrid, siis lugege Thomas Pynchonit! /2

[Hans Lõugas @hanskan]

Miks tavalisele internetikasutajale AI on parem kui tavaline "guugle": kui kirjaniku nimi ei tule meelde, aga meenuvad veidrad detailid tema viimasest raamatust, siis paari tuhande tokeni vahetamisega saab kahepeale nime kätte! /1

[BSides Tallinn @bsidesTLL]

📷 BSides Tallinn 2026 CFP is open for talks, workshops and villages. Check it out: https://t.co/mniORZBAG2

BSides Tallinn 2026 24th-25th of September

- 24.09.2026 Workshops
- 25.09.2026 Conference day with talks and villages

CFP closes 31th of July, 2026 midnight.

[Vivian Balakrishnan @VivianBala]

Thanks @Gavriel_Cohen. You’re right. I never used an IDE. Claude Code made all edits. No @karpathy ‘vibe coding’. All I did was ‘tool assembly’ to create a utility that worked in my domain!

[Hans Lõugas @hanskan]

Kas eesti keeles on sõna "kaveaat"? Küsin sõbra Klaud Koodiuse jaoks...

[Hans Lõugas @hanskan]

> open my @paypal account after 6 months
> discover it's still in "MOSCOW TIME ZONE" and no way to change it
> go to support
> find my previous complaint 6 months ago was efficiently ignored by PayPal AI
> remember this is why I bailed 6 months ago
> wonder why I keep doing this

[Hans Lõugas @hanskan]

huvitav:

[Tesla Europe, Middle East & Africa @teslaeurope]

De toekomst van mobiliteit is aangebroken

FSD Supervised has been approved in the Netherlands 🇳🇱 & will begin rolling out in the country shortly! 

Trained on billions of kilometers of real-world driving data, it can drive you almost anywhere under your supervision – from residential roads to city streets & highways

No other vehicle can do this. 

We're excited to bring FSD Supervised to more European countries soon

[Hans Lõugas @hanskan]

Täpselt see, mida näinud olen:
- "Consumer" AI nagu ChatGPT (ja ka teised) ajab pada, mida on lihtne pidada ülehinnatud eufooriaks
- tõsine tööriist, mis tarkvaraarenduses võib aastaplaani või võlad paari päevaga ära teha. Mitte ühe "voice mode" promptiga, aga selge juhtimisega

[Andrej Karpathy @karpathy]

Judging by my tl there is a growing gap in understanding of AI capability.

The first issue I think is around recency and tier of use. I think a lot of people tried the free tier of ChatGPT somewhere last year and allowed it to inform their views on AI a little too much. This is a group of reactions laughing at various quirks of the models, hallucinations, etc. Yes I also saw the viral videos of OpenAI's Advanced Voice mode fumbling simple queries like "should I drive or walk to the carwash". The thing is that these free and old/deprecated models don't reflect the capability in the latest round of state of the art agentic models of this year, especially OpenAI Codex and Claude Code.

But that brings me to the second issue. Even if people paid $200/month to use the state of the art models, a lot of the capabilities are relatively "peaky" in highly technical areas. Typical queries around search, writing, advice, etc. are *not* the domain that has made the most noticeable and dramatic strides in capability. Partly, this is due to the technical details of reinforcement learning and its use of verifiable rewards. But partly, it's also because these use cases are not sufficiently prioritized by the companies in their hillclimbing because they don't lead to as much $$$ value. The goldmines are elsewhere, and the focus comes along.

So that brings me to the second group of people, who *both* 1) pay for and use the state of the art frontier agentic models (OpenAI Codex / Claude Code) and 2) do so professionally in technical domains like programming, math and research. This group of people is subject to the highest amount of "AI Psychosis" because the recent improvements in these domains as of this year have been nothing short of staggering. When you hand a computer terminal to one of these models, you can now watch them melt programming problems that you'd normally expect to take days/weeks of work. It's this second group of people that assigns a much greater gravity to the capabilities, their slope, and various cyber-related repercussions.

TLDR the people in these two groups are speaking past each other. It really is simultaneously the case that OpenAI's free and I think slightly orphaned (?) "Advanced Voice Mode" will fumble the dumbest questions in your Instagram's reels and *at the same time*, OpenAI's highest-tier and paid Codex model will go off for 1 hour to coherently restructure an entire code base, or find and exploit vulnerabilities in computer systems. This part really works and has made dramatic strides because 2 properties: 1) these domains offer explicit reward functions that are verifiable meaning they are easily amenable to reinforcement learning training (e.g. unit tests passed yes or no, in contrast to writing, which is much harder to explicitly judge), but also 2) they are a lot more valuable in b2b settings, meaning that the biggest fraction of the team is focused on improving them. So here we are.

[Hans Lõugas @hanskan]

Juhtiv AI arendaja riputab avalikult üles oma järgmise põlvkonna mudeli "riskianalüüsi". Mulle tundub, et sellist läbipaistvust on praegusel ajal väga vaja.
Aga mida kõike see analüüs meile r��ägib - see on väga väga mõtlemapanev...
https://t.co/nFt4oedJws

[Hans Lõugas @hanskan]

George's got a point. Just like that previous episode when he rolled his own crypto and compiled his own linux kernel...

[Ostris @ostrisai]

I trained this @ltx_model LTX 2.3 LoRA of George Costanza at home on my 5090 in about a day with AI Toolkit. I generated this 30 second video with @ComfyUI on my 5090 in 6 minutes. Open source is, always has been, and always will be, the future of generative AI. (SOUND ON)

[Thariq @trq212]

To manage growing demand for Claude we're adjusting our 5 hour session limits for free/Pro/Max subs during peak hours. Your weekly limits remain unchanged.

During weekdays between 5am–11am PT / 1pm–7pm GMT, you'll move through your 5-hour session limits faster than before.

[Hans Lõugas @hanskan]

kui ma teen lahti 3 terminali, kus jookseb 3 claude'i https://t.co/wGNz8pNiHM

[Volcaholic 🌋 @volcaholic1]

In China, washing machines are evolving fast. Triple-drum machines can run three separate loads at once.

One main drum plus two smaller ones for delicates, all with separate water systems. Some models use AI and can be controlled from your phone.

[Hans Lõugas @hanskan]

@jopsinovski see oli päris lahe. proovisin ise ka, lõpetasin mingite tüüpidega patis :) nii palju igavlevaid inimesi, kui Opus maas...

[Hans Lõugas @hanskan]

Mida te siis ka õhtuti teete, kui Opust pole?

[Hans Lõugas @hanskan]

@Infiniterate @burkov Are you sure it's a repetition of the combination, not of the parts? I.e [Context + context][Question + Question]?
Are you sure it's a repetition of the combination, not of the parts? I.e [Context + context][Question + Question]?

[Hans Lõugas @hanskan]

Kas Eesti Muusika- ja Teatriakadeemia iseteenindus on ka see nädal üle koormatud? Tahaks ju oma deklaratsiooni kuhugi emtasse ära esitada...

[Hans Lõugas @hanskan]

Absolutely!

[Claude @claudeai]

Ads are coming to AI. But not to Claude. Keep thinking.