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Mistral dropped ML4, a one-trillion-parameter natively multimodal model with 49B active params, trained from scratch on 3,800 NVIDIA Grace Blackwell GPUs inside European datacenters. It lands in the global top five on the Artificial Analysis Cyber Index, hits 61.7% on DeepSWE v1.1, and beats GPT-6-Astra on visual grounding and Harvey's legal and finance agent benchmarks. Open weights ship by end of October; API preview pricing is $1.36 in and $4.18 out per million tokens.
Google DeepMind shipped an open multimodal embedding model that maps text, code, images, video, and audio into one 768-dimensional space, with 740M total params split across a 270M text core plus optional 170M vision and 300M audio encoders. It jumps to 78.68 mean NDCG@10 on MTEB code versus 68.76 for its predecessor, and runs in about 191MB of RAM text-only or 567MB fully multimodal on a Pixel 11 Pro. Matryoshka Representation Learning lets you shrink vectors to 128 dimensions for 6x storage savings.
The deal closed today, folding Warner Bros. Discovery into Paramount Skydance at roughly $81B in equity and $111B including debt. David Ellison leads with former Mattel CEO Ynon Kreiz as co-CEO running day-to-day integration, and the combined entity trades as SKYD with HBO Max, Paramount+, CBS, CNN, Harry Potter, DC, and Mission: Impossible under one roof. They're targeting at least $6 billion in run-rate synergies within three years.
Today's release patches a compression side-channel that allowed plaintext recovery across multiplexed channels by disabling the LZ77 dictionary coder, and blocks dollar-sign and backslash characters in command-line usernames to stop shell injection from untrusted sources. It also tightens GSSAPI credential state handling and validates server-returned SFTP paths to prevent recursive copies escaping the target directory. Post-quantum hybrid ssh-mldsa44-ed25519 signatures are now on by default, which means experimental keys need regenerating.
Gleam v1.19.0 now emits Erlang abstract forms directly instead of Erlang source, skipping the Erlang compiler's entire front-end. A 100-module benchmark project dropped from roughly 500ms to under 100ms, and runtime metadata now points at real Gleam source line numbers instead of generated code. The team picked abstract forms over a full BEAM bytecode generator for long-term maintainability, the same bet Elixir made.
The 82-year-old Belgian-born University of Wisconsin–Madison physicist took the prize for decisive contributions to the IceCube Neutrino Observatory and the discovery of high-energy neutrinos of astrophysical origin. Halzen realized back in the 1980s that a cubic kilometer of South Pole ice, wired with light sensors, could serve as a neutrino detector. IceCube was completed in 2011 and has been reading messages from the violent universe ever since.
Alan Kay's canonical essay tracing object-oriented programming back through Sketchpad, Simula, LISP, LOGO, and Engelbart's NLS, under the thesis that most ideas come from previous ideas. It lays out the Dynabook vision — a notebook-sized personal dynamic medium for children — and argues objects should be sites of higher-level behavior rather than mutable state containers. It also chronicles Smalltalk-71 through -76 at Xerox PARC, including overlapping windows and bitmap graphics.
Matklad argues micro-benchmarks should target roughly 300 milliseconds of runtime. Under 10ms and fixed overhead skews your numbers; over a second and you lose the ability to iterate fast enough to see variance. The deeper point is that benchmarking isn't about absolute precision, it's about giving the author enough intuition to make a correct decision.
Kevin Boone walks through four DNS-based approaches: commercial filtering resolvers, VPNs with blocking built in, non-rooted apps like AdAway that exploit Android's VPN loophole to run a local DNS server, and rooted devices editing /system/etc/hosts to send ad servers to localhost. The rooted hosts-file route wins on resource cost and covers every app at once. The catch is that some apps break without ads, some bake ads into the binary, and a growing number skip DNS entirely by hitting raw IPs.
A primer on the modeling behind extracting Earth's internal heat, covering Lagrangian–Eulerian flow models for reservoir fluid movement, stochastic optimization, and geometric heat-behavior analysis. Plants need a minimum of 95°C for direct generation, and the same math predicting subsidence and induced earthquake risk also shows up in neurosurgery and injection molding. Adoption stays slow on perceived site scarcity and heavy capital costs, despite baseload reliability that intermittent renewables can't match.