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Remek Kinas reported that version 2.3.1 of the basal engine, released on October 21, has accelerated the performance of the basal-omni models. He wrote that in version 2.3, the engine with CUDA graphs began to fully support basal-omni (Gemma 4), previously available in fast mode via vLLM or slower PyTorch. Among the solutions implemented, he mentioned single calculations of document states for multiple questions as well as FlashAttention 3 and FlexAttention. In tests on a single H100 card, with 16 parallel queries, basal-omni-1.0-mini achieved 61.2 decisions per second compared to 10.0 in version 2.2, basal-omni-1.1-max — 16.2 compared to 4.8, and basal-omni-1.0-ultra — 6.1 compared to 2.0. For five questions about a long document, the results were 21.4 compared to 1.6, 10.6 compared to 0.72, and 4.8 compared to 0.28 decisions per second, respectively. Kinas noted that out of 10,606 test decisions, the best response matched version 2.2 in 99.85–99.99% of cases where the model was confident. The share of automated decisions at 1% error was expected to change by at most 0.1 points. Among the new features in version 2.3.1, he mentioned support for documents of up to 82,000 tokens by the ultra model on a single H100 card; previously, he noted that memory was insufficient above about 32,000. He also mentioned that in JevBench, basal did not provide 15 responses due to exceeding the limit. He added that agents and conversations only process the new part of the state, and the step for basal-omni-1.1-max was shortened from 0.79 to 0.27 seconds. In the case of multiple questions about a long document, the throughput of the mini model increased from 21.9 to 33.7 questions per second, a 54% increase. Kinas also wrote that Blackwell cards use the fast engine by default, and basal-2.0 (Bielik) in eager mode on H100 reduced response time from 591 to 52 ms. He listed clearer HTTP codes 422, 503, and 500, load available at /health, the basal-calibrate message about too few labels, and support for images and audio through vLLM for the mini model, which he described as 6–8 times faster. He also thanked the contributors and testers: Miłosz (Butterski), Grzegorz Brzezinka, from Piotrków, and Kamil (kamilrosa), as well as edurdias and the company BRAUN SI / NovaraX for testing on their own data. Special thanks were given to Damian Plewa and the IT SOL team for the basal-rs engine. #basal #AI #inference (translated)

Sheep Esports FR indicated that Kamiloo announced on X that Karmine Corp Blue allowed him to explore his options for 2027. The player was mainly looking for a Tier 1 project while remaining open to any proposal and to joining a team anywhere in the world, according to the account. https://t.co/S9nfnG0kwx #KarmineCorp #eSports #Transfert (translated)

Karmine Corp announced that it would be present at the PGW and invited the public to meet Kamiloo, Prime, and Bibou on Thursday 22/10 and Saturday 24/10 at stand CIC A16, at the Paris Expo Porte de Versailles, 75015 Paris. https://t.co/auhtHDFzeC #PGW #KarmineCorp #Esports (translated)

From the court – tennis information reported that Kamil Majchrzak has withdrawn from the ATP 250 tournament in Brussels and has ended his season. The tennis player wrote that he had been struggling with knee problems for a long time, and during the last tournament, the pain intensified. He added that he now wants to focus on his health. The editorial reminded that Majchrzak won the title in ’s-Hertogenbosch this year and wished him a speedy recovery. #zkortu #wtenisie #ATP #zdrowie (translated)

Vojtěch Gibiš wrote that Hegseth is likely to be remembered in history as the worst U.S. Secretary of Defense and described him as a great liar. He claimed that he offended three dozen countries whose soldiers died in Afghanistan in the interests of the U.S. He also recalled Nikolaj Martynov, Milan Štěrba, Radim Vaculík, Adrian Werner, David Beneš, Ivo Klusák, Libor Ligač, Jan Šenkýr, Jaroslav Lieskovan, Martin Marcin, Kamil Beneš, Patrik Štěpánek, and Tomáš Procházka. #historie #USA #obrana (translated)

From the court – tennis information reported that after completing the draw for the WTA 500 tournament in Ningbo with qualifiers, Maja Chwalińska was supposed to face Katarzyna Kawa in the first round. The author noted that if Chwalińska does not withdraw from the competition, it will be the third Polish match in the main WTA circuit within a week. He added that Iga Świątek was set to play for the quarter-finals against the winner of the match Kamilla Rachimova – Marie Bouzkova. #zkortu #WTA #tenis #NingboOpen (translated)

Nexe wrote that his reaction to the materials published on TikTok was similar, and perhaps even stronger than the reactions of others. He conveyed that after the previous scandal, the people involved in the project he referred to were supposed to know that they were not using artificial intelligence. He added that the incident on TikTok shook him. As he explained, he did not use TikTok himself, and the advertising was handled by Kamil, who ran several online stores and had experience in this field. According to Nexe, when launching the ads, TikTok defaulted to enabling the product background generation option. Kamil did not notice this, which caused the platform to generate AI materials that Nexe described as ugly and disgusting. Nexe emphasized that although he did not participate in this process, he did not want to distance himself from the mistake, and he apologized for its occurrence. He wrote that the team was equally surprised and promised to triple-check the published materials. He added that he tried to learn from every mistake and announced that he would share Kamil's statement. #AI #TikTok #reakcje (translated)

Citrus wrote that Mamm0n was supposed to show "evidence" in the case referred to as the "horse affair." According to the author Kamil, moved by this matter, after the match he was looking for the family album. The streamer was supposed to say that he remembered the name of Nastka's horse, on which he learned to ride, because it was a strong experience for him. https://t.co/o7qzZN3Umt #AferaKonna #Mamm0n #Kamil (translated)

Citrus wrote that during today's stream, Kamil talked about the methods he was taught for horseback riding. According to the author, Szeliga did not believe in the story of Mamm0n, and the dispute between the streamers gradually turned into a sharper exchange of views. https://t.co/fusGsMNmMk #streaming #horses #gry (translated)

Weszło! announced that its Editorial Board approached Judge Arkadiusz Kamil with a proposal for collaboration on the Liga Minus format, and he responded positively. The service announced that starting next Sunday, there will be an analysis of controversial refereeing decisions in the weekend summary with Ekstraklasa. #Ekstraklasa #LigaMinus #Sędziowie (translated)

Aleksander Twardowski wrote that MP Kamil Wnuk responded to his question about renting a car, but the amounts and facts provided by him differed from the information from the Chancellery of the Sejm. Twardowski informed that yesterday he requested the Chancellery to audit the contracts of the MP. He added that if it turns out that Wnuk settled a higher amount than he actually spent, he would notify the prosecutor's office. The Chancellery had previously conducted a similar audit regarding Adam Gomoła. Twardowski also wrote that Poland 2050 informed him via email that it would not disclose the contract register with complete data of the parties. He declared that upon receiving a written refusal with justification, he would take the matter to court. He accused Katarzyna Pełczyńska and Szymon Hołownia of not wanting to reveal how public money is spent and described such actions as a violation of the law. He also informed that the day before yesterday he submitted a request to the Left for the disclosure of the full, non-anonymized register of contracts concluded since the beginning of the term. He expected a refusal and announced that he would promptly appeal it to the court. Finally, he recommended the Citizens' Network and encouraged financial support for it. #FinansePubliczne #Jawność #Prawo (translated)

Oskar Kida, addressing Artur, wrote that Kamil from Onet and the electorate associated with Giertych might not understand the discussed statement, but he expected greater understanding from someone with a PhD in political science. He used a derogatory term for that electorate. Kida argued that the constitution does not explicitly state that the oath of judges of the Constitutional Tribunal should be administered by the president, but leaves this matter to the legislator. According to him, the legislator stated in the law on the status of judges of the Constitutional Tribunal that the oath is taken before the president, not the Marshal of the Sejm, as proposed by some MPs. He added that the law can be changed, but as long as that does not happen, the statutory requirement remains to take the oath before the president. Kida characterized this requirement as consistent with the constitution and referred to a ruling by the Constitutional Tribunal from the period of Professor Rzepliński's presidency. #polityka #konstytucja #sędziowie (translated)

Oskar Kida suggested to Kamil Dziubka to familiarize himself with the rulings of the Constitutional Tribunal issued during the presidency of Prof. Rzepliński. He wrote that he especially recommends two excerpts and that reading them will help Dziubka avoid further compromising himself. He included a link. https://t.co/SeRGyJYQ6V #TK #Prawo #Polska (translated)

"We see what is happening, we support Kosiniak, we remind about the role of the government and we also send a signal to Mr. Bielan that it is enough already" — said Kamil Dziubka in "State of Exception" about the revelation of the meeting between Donald Trump and Władysław Kosiniak-Kamysz. #Polska #Polityka #Trump (translated)

Aleksander Twardowski stated that a week earlier he had approached MP Kamil Wnuk with questions about a car rented with parliamentary funds. He noted that last year the rental cost exceeded 45,000 PLN and was higher than that of MP Adam Gomola. Twardowski emphasized that he did not receive a response and reiterated his questions regarding the make, model, and year of production of the car, the renter, the duration of the contract, and the monthly fee. #sejm #publicznefinanse #transparentność (translated)