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Reflection launches Beam, a high-performance open-weight AI model at lower compute costs

Reflection AI has introduced Beam, a 501-billion-parameter open-weight model designed for reasoning, coding, and agentic tasks. Trained on nearly 24 trillion tokens, Beam claims to match Chinese models' performance while requiring significantly less inference compute. The company positions Beam as a cost-effective alternative to both Western and Chinese AI models, targeting enterprise and public sector applications.

Cerebras Leads AI Inference Hardware Race with $5.55B Nasdaq IPO

Cerebras Systems, a key player in inference-focused AI chips, successfully launched its IPO on Nasdaq, raising $5.55 billion and achieving a valuation of approximately $23 billion. The company's early backing by the author, who invested when it was valued at around $2 billion, underscores its prominence in the hardware infrastructure for running AI models efficiently at scale.

Google Japan unveils conveyor-belt Gboard keyboard with moving keys

Google Japan has revealed the Gboard Conveyor Belt Version, a novelty keyboard with four conveyor belts of 29 keys each that move toward the typist's fingers to reduce hand and arm movement. The design is part of Google Japan's annual October 1 tradition of releasing joke keyboard concepts, and the team says it may explore color variants, faster models, and a compact mobile version. Build plans, including 3D-printable STL files and KiCad schematics, have been published on GitHub.

New macOS app SCM offers local AI search across photos and video frames

A Show HN post introduces Screen Memories (SCM), a macOS application that lets users search photos and every frame of video using natural-language queries, OCR, and spoken-dialogue search via Whisper. All processing runs locally on-device through a local vision model, with no cloud uploads or accounts required, and the app auto-imports watched folders and re-embeds content when models change.

AI startup releases Kolibri, an open-weight 'sovereign' language model

A new open-weight AI model called Kolibri has been released, positioned as a 'sovereign' alternative to existing large language models. The release includes benchmark comparisons against models such as Qwen3.6-35B-A3B, Qwen3-Next 80B-A3B, Nemotron 3 Super 120B-A12B and Mistral Small 4 119B-A6B, with metrics focused on non-hallucination rates and grounding accuracy when source documents lack answers.

TypeSafe AI's Jev model draws copycat projects within weeks of launch

TypeSafe AI released an AI model called Jev about three weeks ago. The model has already prompted other developers to create copycat versions and has stirred discussion in Silicon Valley about alternatives to large language models.

Entrepreneur op-ed urges founders to build 'absorbable' business models

An Entrepreneur contributor argues that entrepreneurs spend too much time modeling growth and too little preparing for external shocks like tariffs, regulation, taxes and technology shifts. The piece contends that businesses optimized for maximum efficiency often lose the flexibility needed to withstand sudden cost or policy changes.

Team's month-long GLM 5.3 Flash coding trial derailed by costs, outages

A development team set out to run an entire month of coding work on the GLM 5.3 Flash model, keeping within a $68 budget for the first two weeks. The second half of the month saw usage spike to 1 billion tokens across other models, driven by an expensive vibe-coded Wagtail MCP server prototype that alone cost $150 and 5kWh, plus infrastructure capacity issues that forced switches to DeepSeek V4.1 Flash and Qwen 3.8 Flash.

Tesla Q3 deliveries hit 486,532, beating Wall Street estimates

Tesla reported 486,532 vehicle deliveries and 464,391 units produced in the third quarter, exceeding analyst forecasts of roughly 461,000-462,000. Deliveries were down about 2% from a year earlier but rose from the second quarter's 480,126, with Model 3 and Model Y making up 98% of the total. Tesla shares rose about 2% after the announcement.

Rivian delivers record 19,248 vehicles in Q3 as R2 SUV ramps up

Rivian reported building 19,751 vehicles and delivering 19,248 in the third quarter, a roughly 45% jump from a year earlier, driven by its first full quarter selling the new R2 SUV launched in June. Full financial results are due October 29. The company expects 20,000-25,000 R2 deliveries by year-end and total 2025 sales of 65,000-70,000 vehicles across its lineup.

Tesla adds Emergency Drive Away feature to override Supercharger lock

Tesla has released a new software feature called Emergency Drive Away that lets drivers shift into Drive and pull away while still connected to a Supercharger. Activating it requires holding the brake and tapping an on-screen confirmation, which warns of potential damage to the vehicle and charging station. The feature currently works only at US Superchargers and requires the latest software update, excluding pre-2021 Model S and X vehicles.

PewDiePie releases uncensored Ajax AI model, says OpenAI banned him twice

YouTuber PewDiePie released Ajax, a fine-tuned version of Alibaba's Qwen3.5-9B model with refusal behavior stripped out using the open-source tool Heretic, meant to run locally as part of his Odysseus self-hosted AI workspace. He says OpenAI banned his account twice during development, once explicitly citing 'distillation,' and that one ban was later reversed while the second was not.