Heikki Kalliopuska

Meikämandoliini. Soitan kitaraa

[Stefan Homburg @SHomburg]

Laut FDA starben bei Pfizers Zulassungsstudie 21 Geimpfte und 17 Ungeimpfte. Trotzdem wurde Comirnaty als „lebensrettend” notzugelassen. Nun kommt heraus, dass es in der Impfgruppe doppelt so viele plötzliche und unerwartete Totesfälle gab wie in der Placebogruppe.

Hintergrund: Um eine Notzulassung zu begründen, braucht man erstens eine Not und zweitens einen signifikanten klinischen Nutzen der modRNA.

Beides war nicht gegeben. Not wurde durch PCR-Zahlen vorgetäuscht. Klinisch gab es in der Impfgruppe mehr Tote, mehr leichte und mehr schwere Erkrankungen als in der Placebogruppe, doch waren die Zahlen (noch) nicht signifikant, weil die Studie nach wenigen Monaten abgebrochen wurde.

Die Autoren skizzieren darüber hinaus Designfehler der Studie, etwa Ausschlüsse, die das Ergebnis verzerren, Sie schreiben, Pfizer müsse noch 1 Mio. Seiten an die Behörden liefern und erwarten weitere Erkenntnisse zu diesem wohl größten Medizinskandal aller Zeiten.

Link: https://t.co/m2vrv5g6xh

Quelle FDA: https://t.co/o5k08ZuYEs, S. 23.

[A Midwestern Doctor @MidwesternDoc]

Todd had terminal ALS and just ordered a wheelchair—then DMSO gave him his life back

His brain fog vanished. Breathing crises stopped in 3 days. He dragged 340-lb beams across a road. His reflexes healed.

His recovery shocked his doctors—but ALS is far from the only thing DMSO helps.

Dozens of readers have now shared "impossible" neurological recoveries with me and James Miller MD found roughly 80% of neurological issues people see neurologists for simply go away once he gives them DMSO.

Approximately 3000 studies support its use for conditions ranging from Alzheimer’s and Parkinson’s to strokes, MS, paralysis, chronic pain, neuropathies, spinal injuries, depression, epilepsy, and Down syndrome.

Here, I will show how DMSO can cure many "incurable" neurological disorders.🧵

[Patrick Bet-David @patrickbetdavid]

Rough day for CNN & Dana Bash.

They did everything in their power to demonize @RobertKennedyJr and he came on top.

Respect for his perseverance!

[Jason Lepojärvi @JasonLepojarvi]

@pursiain Oikein kivasti se meni, toisillemme hymyillen. Kukaan ei loukkaantunut (paitsi muutama twitteristi). Toivonkin että mahdollisumman moni suomalainen seuraisi esimerkkiäni. Se on aitoa ja kaukonäköisempää välittämistä, niin maahanmuuttajista kuin heidän kotiutumisestaan.

[Heikki Kalliopuska @Heykki]

@Archangelwoghd That is Helsinki metro, though

[Jason Lepojärvi @JasonLepojarvi]

Contrary to what one might expect, this has NOT made headlines in Finland. Without X, very few Finns would have heard about it.

[Andrej Karpathy @karpathy]

LLM Knowledge Bases

Something I'm finding very useful recently: using LLMs to build personal knowledge bases for various topics of research interest. In this way, a large fraction of my recent token throughput is going less into manipulating code, and more into manipulating knowledge (stored as markdown and images). The latest LLMs are quite good at it. So:

Data ingest:
I index source documents (articles, papers, repos, datasets, images, etc.) into a raw/ directory, then I use an LLM to incrementally "compile" a wiki, which is just a collection of .md files in a directory structure. The wiki includes summaries of all the data in raw/, backlinks, and then it categorizes data into concepts, writes articles for them, and links them all. To convert web articles into .md files I like to use the Obsidian Web Clipper extension, and then I also use a hotkey to download all the related images to local so that my LLM can easily reference them.

IDE:
I use Obsidian as the IDE "frontend" where I can view the raw data, the the compiled wiki, and the derived visualizations. Important to note that the LLM writes and maintains all of the data of the wiki, I rarely touch it directly. I've played with a few Obsidian plugins to render and view data in other ways (e.g. Marp for slides).

Q&A:
Where things get interesting is that once your wiki is big enough (e.g. mine on some recent research is ~100 articles and ~400K words), you can ask your LLM agent all kinds of complex questions against the wiki, and it will go off, research the answers, etc. I thought I had to reach for fancy RAG, but the LLM has been pretty good about auto-maintaining index files and brief summaries of all the documents and it reads all the important related data fairly easily at this ~small scale.

Output:
Instead of getting answers in text/terminal, I like to have it render markdown files for me, or slide shows (Marp format), or matplotlib images, all of which I then view again in Obsidian. You can imagine many other visual output formats depending on the query. Often, I end up "filing" the outputs back into the wiki to enhance it for further queries. So my own explorations and queries always "add up" in the knowledge base.

Linting:
I've run some LLM "health checks" over the wiki to e.g. find inconsistent data, impute missing data (with web searchers), find interesting connections for new article candidates, etc., to incrementally clean up the wiki and enhance its overall data integrity. The LLMs are quite good at suggesting further questions to ask and look into.

Extra tools:
I find myself developing additional tools to process the data, e.g. I vibe coded a small and naive search engine over the wiki, which I both use directly (in a web ui), but more often I want to hand it off to an LLM via CLI as a tool for larger queries.

Further explorations:
As the repo grows, the natural desire is to also think about synthetic data generation + finetuning to have your LLM "know" the data in its weights instead of just context windows.

TLDR: raw data from a given number of sources is collected, then compiled by an LLM into a .md wiki, then operated on by various CLIs by the LLM to do Q&A and to incrementally enhance the wiki, and all of it viewable in Obsidian. You rarely ever write or edit the wiki manually, it's the domain of the LLM. I think there is room here for an incredible new product instead of a hacky collection of scripts.

[Jeremy @Jeremybtc]

Anthropic accidentally leaked their entire source code yesterday. What happened next is one of the most insane stories in tech history.

> Anthropic pushed a software update for Claude Code at 4AM.

> A debugging file was accidentally bundled inside it.

> That file contained 512,000 lines of their proprietary source code.

> A researcher named Chaofan Shou spotted it within minutes and posted the download link on X.

> 21 million people have seen the thread.

> The entire codebase was downloaded, copied and mirrored across GitHub before Anthropic's team had even woken up.

> Anthropic pulled the package and started firing DMCA takedowns at every repo hosting it.

> That's when a Korean developer named Sigrid Jin woke up at 4AM to his phone blowing up.

> He is the most active Claude Code user in the world with the Wall Street Journal reporting he personally used 25 billion tokens last year.

> His girlfriend was worried he'd get sued just for having the code on his machine.

> So he did what any engineer would do.

> He rewrote the entire thing in Python from scratch before sunrise.

> Called it claw-code and Pushed it to GitHub.

> A Python rewrite is a new creative work. DMCA can't touch it.

> The repo hit 30,000 stars faster than any repository in GitHub history.

> He wasn't satisfied. He started rewriting it again in Rust.

> It now has 49,000 stars and 56,000 forks.

> Someone mirrored the original to a decentralised platform with one message, "will never be taken down."

> The code is now permanent. Anthropic cannot get it back.

Anthropic built a system called Undercover Mode specifically to stop Claude from leaking internal secrets. Then they leaked their own source code themselves. You cannot make this up.

[Lin 🇫🇮 @Lfromthenorth]

This is so silly bc she isn't even homophobic imo. She doesn't hold any hate for gays. She's just a christian with more traditional views 🙄

[Heikki Kalliopuska @Heykki]

@ericmetaxas Thank you for bringing this up!

[Eric Metaxas @ericmetaxas]

President Trump must speak out about this. Any country that tramples on Religious Liberty is not our ally and needs to be called out. Europe was the center of Christendom, but has lost its way. America must point the way back.

[Michael Sanfey @sanfeym]

WaPo editorial today: A free-speech farce in Finland 🇫🇮

[Jukka Kymenvirta @JukkaKymenvirta]

Mitä näistä kirjoituksista on LAITONTA jakaa Suomessa alkuperäisasussaan:

A) Salman Rushdie - ’Saatanalliset säkeet’

B) Adolf Hitler - ’Taisteluni’

C) Päivi Räsänen - ’Mieheksi ja Naiseksi Hän heidät loi’

[Jason Lepojärvi @JasonLepojarvi]

Finland’s Supreme Court ordered MP and MD Päivi Räsänen’s 2003 pamphlet on marriage "Man and Woman He Created Them" censored for calling homosexuality a “psychosexual development disorder.”

Meanwhile, Hitler’s Mein Kampf—like all other publications until now—remains uncensored.

[Päivi Räsänen @PaiviRasanen]

Washington Post otti pääkirjoituksessaan kantaa Suomen sananvapaustilanteeseen luonnehtien oikeusprosessiani farssiksi. On syytä huomata, että lehti on keskustavasemmistolainen media. Sananvapautta arvostetaan siellä laidasta laitaan.

[Tere Sammallahti 🇫🇮💙🇺🇦 @TereSammallahti]

Niin, tästä rikosepäilystä. Kun ihminen valitsee pistää veitsen 14-vuotiaan tytön kurkulle ja sitten raiskaa tämän, hän syyllistyy pahuuteen, jollaista en kykene käsittämään. En uskalla edes ajatella, millaista pelkoa ja tuskaa näin hirviömäisen teon uhri kokee.

En kadu tekstiäni enkä takuulla pyydä anteeksi yhdeltäkään raiskaajalta tai muulta väkivaltarikolliselta, oli kotoisin mistä tahansa. Ja valitettavasti yhä useammin raiskausrikoksista lukiessa tekijän nimi on vierasperäinen. Tähän liittyen lainaan itseäni HS:n jutusta:

"Mielestäni on pakko löytää keinot, joilla ulkomaalaisten rikollisten tulo Suomeen saadaan loppumaan. Kaikki sopeutumishaluiset ulkomaalaiset ovat tervetulleita töihin ja rakentamaan yhteiskuntaa, mutta yhtään raiskaajaa en halua lisää. Sellaisia meillä on liikaa omastakin takaa.”

Tästähän viestissäni oli kyse ja tiedän, että suomalaiset sen ymmärtävät.

Kiitän teiltä jo saamastani tuesta. Minun takiani voivotteluun ei ole syytä, uni tulee iltaisin enkä osaa asiasta stressata. Enemmän minua huolestuttaa tämä nykyinen sananvapausympäristömme, jossa julkiseen keskusteluun osallistuva kansalainen ei voi ennalta tietää, mikä kulloinenkin arkinen pohdinta muuttuu ajatusrikokseksi ja millä perusteella. Sanan- ja yksilönvapauden kannalta tilanne sietämättömän heikolla tolalla.

Tapaus on nyt tietojeni mukaan syyteharkinnassa, käsittelyaikataulusta tai muusta tapaukseen liittyvästä minulla ei ole tietoa. Asia siis edistyy, kun se edistyy. Sitä odotellessa jatkan antamanne valtakirjan turvin työtä Suomen ja suomalaisten eteen.

-Tere-

Alkuperäinen twiitti: https://t.co/z2ZvLB4OOo
https://t.co/jfTPd8sBCL

[Päivi Räsänen @PaiviRasanen]

@didaktiikki Ihan vapaasti!

[Miikka Niiranen @miikkajniiranen]

"As others have already pointed out, one only has to Google the Catechism of the Catholic Church – available in print and online – to see very similar words being used about the characterisation of the homosexual inclination as “objectively disordered” in a clearly religious context. Is sharing the CCC publicly now a crime in Finland, too?"

In his public FB post, Samuli Siikavirta, assistant professor at an LCMS seminary, explains the most salient problems of the Supreme Court of Finland ruling related to @PaiviRasanen and bishop Pohjola, who is his long-time colleague.

The court ruling seems to entail that the natural law tradition is partly illegal now in Finland. At least if you apply the premises consistently, which, granted, is not exactly a virtue of the ruling.

Might be of interest to @McCormickProf @PatrickDeneen @FeserEdward @NancyRPearcey

[Päivi Räsänen @PaiviRasanen]

My Criminal Conviction Is a Terrible Blow to Free Speech in Europe https://t.co/POdCg0UgGp

[Franklin Graham @Franklin_Graham]

This week the Supreme Court of Finland convicted Christian parliamentarian Dr. Päivi Räsänen of “hate speech” under “war crimes and crimes against humanity” section of their criminal code for a booklet she co-authored over 20 years ago on the biblical view of sexuality: Male and Female He Created Them. The Court also ordered that the booklet be removed from public access and destroyed. This should cause great alarm for anyone who values democratic freedoms, including freedom of speech. Thank you @ADFIntl for defending her. Pray for Päivi and others fighting for our rights to share biblical truth with the world. Leave a word of encouragement for her in the comments below.
https://t.co/LrEwjcAQKW