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Kirill Marchenko and Auston Matthews need to turn expected goals into actual goals for Maple Leafs theleafsnation.com

Arun Srinivasan of The LeafsNation says Toronto Maple Leafs forwards Kirill Marchenko and Auston Matthews have generated strong chances with Jack Roslovic but have yet to score together through three games. Their line has outshot opponents 21-9 and held a 79.6% share of 5-on-5 expected goals; coach Jim Hiller and Matthews say the chances and chemistry are developing, while the article cautions that three games are too small a sample to judge finishing.

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Qwen3.8 Flash Next Reasoning Modes: Off vs Low vs Medium vs Xhigh kaitchup.substack.com

Benjamin Marie compares Qwen3.8 Flash Next with reasoning off, low, medium and xhigh across 14 benchmarks and 23,331 problems per setting, measuring accuracy and generated tokens. He reports that low is surprisingly competitive with medium, while xhigh uses more than three times as many output tokens as medium and its accuracy gains vary by workload.

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Renault to invest more than €10 billion with primary focus on electric mobility electrive.com

Renault CEO François Provost says the company plans to invest more than €10 billion in France over five years, mainly in electric vehicles and more affordable models. The investment is conditional on political and social conditions meeting Renault’s expectations; the company has not specified which plants or models would receive the funding.

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EVs outsell petrol cars again and account for nearly one in four new car sales – led by BYD, Tesla and Geely thedriven.io

Electric vehicles accounted for 24.2% of Australia’s new-car sales in September, outselling petrol cars for the second consecutive month, according to data from the Federal Chamber of Automotive Industries. The Tesla Model Y led EV sales with 4,476, followed by the BYD Sealion 7 with 2,687 and the Geely EX5 with 2,008; battery EVs have taken 18.9% of sales so far in 2026, up from 8.1% at the same point last year.

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Monday's FTB: The first road trip is coming up soon pensionplanpuppets.com

The Toronto Maple Leafs face their first road trip of the season, with games in Las Vegas and Denver after a home game against Ottawa. The Pension Plan Puppets post says it is too early to draw conclusions from the team’s uneven start, but notes that Auston Matthews is shooting less than his career average while the third line and Easton Cowan have looked strong.

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The Marchenko Bet & The Leafs’ Possession Play, Sundin’s Push for Bobrovsky, Second-Line Struggles — Maple Leafs Notebook mapleleafshotstove.com

A Maple Leafs notebook argues that Toronto’s offseason focus on puck possession is evident in Kirill Marchenko’s ability to drive play alongside Auston Matthews, though the team still struggles to sustain strong play and its second line has been ineffective. It also reports that Mats Sundin pushed for the acquisition of goaltender Sergei Bobrovsky, while GM John Chayka initially preferred to address the team’s defense and forwards.

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The Agent Said It Was Done. The Database Disagreed. huggingface.co Wildcard

Microsoft and Hugging Face released ThinkingBox, a benchmark that grades AI agents on whether they actually change database records correctly, not just whether they make valid tool calls or sound right. Testing 12 language models on 507 stateful business tasks run 20 times each, they found that 67% of failed attempts still produced clean tool calls with no reported errors—revealing wrong field values, unintended side effects, or incomplete actions. Only three models (GPT-6 Astra, Claude Opus 5.5, Claude Opus 5) retained most of their single-attempt accuracy across repeated trials, while others like Kimi-K3 solved more tasks at least once but failed consistently, and roughly 80% of failures stemmed from tool-handling errors rather than reasoning problems.

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ev.news Briefly: Kia, Tesla, Ford, GM & more | 05 Oct 2026 audioboom.com

ev.news’ 5 October 2026 briefing reports Kia’s new EV3, EV4 and EV5 GT models, Tesla deliveries that beat forecasts but fell 2.1% year over year, and sharp Q3 EV-sales declines at Ford and GM. It also covers Renault’s conditional pledge to invest more than €10 billion in France, Roadchef’s charging expansion, rising UK EV purchase interest, and G7 plans to release 100 million barrels from emergency reserves as diesel supplies tighten.

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Maple Leafs Earn First Win as $7 Million Cap Window Opens nhltraderumor.com

The Toronto Maple Leafs defeated the New York Islanders 2-1 on Wednesday for their first win of the 2026-27 season, with Easton Cowan scoring and assisting and new coach Jim Hiller earning his first victory. Simultaneously, Toronto placed Max Domi and Dakota Joshua on long-term injured reserve, creating approximately $7 million in salary cap flexibility that general manager John Chayka could use for roster improvements. Connor Hellebuyck trade speculation involving Edmonton remains unlikely due to the Oilers' tight salary cap situation, as acquiring the $8.5 million goaltender would require them to create an additional $2.82 million in space beyond their current $303,000.

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[AINews] Pi 1.0, Pi Durable, and AIE NYC latent.space

Pi released version 1.0 and Pi Durable, with the latter porting the AI agent framework to TypeScript and adding features like crash recovery, concurrent conversations, and hot-swapping of tools while agents run. Google announced Gemini 4 Argon with revised pretraining and post-training methods, while OpenAI released GPT-6.1 Sol as an efficiency-focused update that costs $0.72 per task versus $1.04 for GPT-6 Sol. Black Forest Labs launched FLUX 3 with native 4K image generation, multi-image references, and layout control, along with other AI releases including Upstage's Solar Mini 4 reasoning model and Tavus's Griffin video interaction model.

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NVIDIA Kumo Tabular Sets a New Accuracy-Efficiency Frontier for Tabular Prediction huggingface.co

NVIDIA released Kumo Tabular, an open-source foundation model for tabular data that can predict labels for new rows without training or feature engineering, available in three sizes from 28M to 215M parameters. The model was pretrained entirely on artificial data and ranks first on four benchmarks (TabArena, BeyondArena, TALENT, and ScoringBench) while running 17 times faster than competing systems. Kumo Tabular uses a Transformer architecture with specialized attention mechanisms for columns, rows, and in-context learning to handle classification and regression tasks on structured data.

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Qwen3.8 Flash Next GGUF Benchmark: Q4 to Q1 Accuracy and Token Efficiency kaitchup.substack.com

Benjamin Marie benchmarked 12 quantized GGUF versions of Qwen3.8 Flash Next against the 354 GB BF16 model, measuring accuracy and token efficiency across 42.7 million generated tokens. All 11 standard quantizations—from Q4 to Q1—retained at least 95% of the reference model’s accuracy; a separate pruned-and-quantized Coder release preserved coding performance but lost ground in general knowledge and scientific reasoning.

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BYD Megawatt Flash Charger used as playground swing sparks infrastructure safety concerns carnewschina.com

Video showed two children swinging from the suspended cable of an operating BYD Megawatt Flash Charger at a public site in Nanning, China, on October 2. BYD said playing on the equipment is prohibited and sent staff to inspect the station; the incident raised concerns that repeated swinging could damage the liquid-cooled cable or its overhead retractor, despite charging safeguards limiting electrical risk while the connector is docked.

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German electric car subsidies yield 100,000 households with approved applications electrive.com

Germany’s electric-car subsidy program had approved nearly 100,000 applications by early October 2026, with €432 million disbursed; 91.6% of approvals were for fully electric cars and 8.4% for plug-in hybrids. BAFA’s statistics show more than half of recipients were in the lowest income bracket, while Tesla led the brand rankings, followed by Skoda and Cupra.

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Kirill Marchenko on first goal with Maple Leafs: ‘I would be most happy if we win’ theleafsnation.com

Kirill Marchenko scored his first goal for the Toronto Maple Leafs on Saturday against the Ottawa Senators, but the team lost 3-2 to fall to 1-2-0 on the season. Marchenko, acquired from Columbus in a trade and signed to a six-year, $75 million contract, said he would have preferred a win despite being thrilled with the fan reception for his goal.

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Toronto Maple Leafs vs. Ottawa Senators – Game #3 Projected Lines, Preview & TV Info mapleleafshotstove.com

The Toronto Maple Leafs host the Ottawa Senators on Saturday night (7 p.m. EST, Sportsnet) in game three of the Leafs' 2026-27 season, with both teams seeking their first win after struggling offensively in the early games. The Leafs are 0-2 to start the season and have lost their last nine of eleven regular-season matchups against Ottawa, while the Senators are playing their season opener. Auston Matthews is searching for his first point of the season, and associate coach Daniel Alfredsson will face his former team for the first time in a coaching capacity.

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Battery Cells “Made in Grünheide”: How Tesla Plans to Scale Cell Manufacturing in Europe battery-news.de

Tesla plans to begin producing its own 4680 battery cells at its Grünheide factory in Germany starting in 2027, with target capacity of 18 GWh annually, citing supply chain resilience and vertical integration as strategic priorities despite higher European production costs. The company will hire over 1,500 employees and employ dry-electrode technology to reduce manufacturing costs and environmental impact, while leveraging experience from its Texas cell factory to accelerate the ramp-up process.

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Solid-state battery price to break key 'one yuan' barrier with new Gemstone cell notebookcheck.net

Volkswagen-backed Gotion announced plans to mass-produce solid-state batteries with its sulfide-based Gemstone cells targeting over 400 Wh/kg energy density and a cost of approximately $150/kWh (1 yuan per Wh), breaking a key cost barrier for the technology for the first time. The company has completed the design for a 2 GWh pilot production line and demonstrated that cells passed puncture and high-temperature safety tests. While this price is double that of current LFP batteries in China, Gotion's solid-state cells would offer roughly twice the energy density, positioning them as a premium yet commercially viable option for higher-end electric vehicles.

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Prof. Heiner Heimes’ Commentary (September): The battery race will be decided on the factory floor battery-news.de

Professor Heiner Heimes argues that battery industry competitiveness will be determined by manufacturing capability rather than announced production capacity, citing three September developments: ProLogium's start of solid-state battery series production designed to use existing factory equipment, CATL's beginning of trial production at its Hungarian gigafactory, and China's efforts to manage battery storage overcapacity. Heimes contends that Europe must focus on developing industrial competence in production technology, automation, and quality assurance rather than competing solely on volume against Chinese manufacturers with cost advantages.

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GM and LG to Upgrade Tennessee Plant for Lower-Cost LMR Battery Cells battery-news.de

GM and LG Energy Solution's Ultium Cells joint venture will upgrade their Spring Hill, Tennessee battery plant starting in 2026 to produce lithium manganese-rich (LMR) prismatic cells by 2028, targeting lower costs and higher energy density than existing chemistries. The expansion is expected to create 500 new jobs and involve $1 billion in combined investment through 2030. LMR cells are positioned to offer 33% higher energy density than lithium iron phosphate cells at comparable cost, potentially replacing some of GM's planned LFP battery production.

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ev.news Briefly: Semi Factory, China In USA, EV Registrations & more audioboom.com

Tesla opened its first high-volume Semi factory in Nevada with a target of 50,000 trucks per year, though autonomous driving and service network expansion remain in progress. President Trump said he would allow Chinese carmakers to build vehicles in the US if they employ American workers, offering a potential tariff workaround opposed by US automakers. EV registrations rose in 47 US states during Q2 2026, reaching 7.9% of national sales, though market share declined year-on-year in leading EV states like California and Washington.

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Game Review: Early-season sloppiness sinks Maple Leafs despite two Nylander goals, encouraging start for the Marchenko-Matthews line mapleleafshotstove.com

The Toronto Maple Leafs lost 3-2 to the Montreal Canadiens in their season opener despite William Nylander scoring twice and the new Marchenko-Matthews line generating quality chances early on. The Leafs' defensive lapses and sloppy puck management in their own end, combined with a 0-for-4 power play, proved costly against a familiar Canadiens team that capitalized on their structural advantages and depth of experience.

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Game Review: Anthony Stolarz, Easton Cowan & the third line lead the way in Maple Leafs’ first win of 2026-27 mapleleafshotstove.com

The Toronto Maple Leafs defeated the New York Islanders 2-1 on October 1, 2026, in their second game of the season, with goaltender Anthony Stolarz making 1.73 goals saved above expected and the third line of Nick Paul, Easton Cowan, and Colton Sissons generating the two goals. The Leafs controlled most of the game but allowed a late shorthanded goal that made the final minutes closer than necessary, and coach Jim Hiller benched William Nylander for the defensive lapse.