AI Weekly Malaysia

On 23 October 2026, ISO National Bodies disapproved the C++26 DIS after a 12-week ballot; a two-thirds majority was required but not reached, and the comments point to Contracts as not ready. Andreas Fertig, a C++ standardization committee member who represents Germany's vote, writes that this is the first failed C++ DIS ballot he could find apart from C++/CLI's DIS 26926 in 2006, which was halted. The HN thread drew 314 points and 207 comments.

Lowyat.NET reported on 4 November 2026 that Google plans to invest US$15 billion into expanding Malaysian digital infrastructure alongside clean energy initiatives. The retrieved page contained only site navigation and the headline, so the text gives no breakdown of where the money goes, which services or regions are involved, timelines, or energy partners. Treat this as a headline-level announcement, not a detailed commitment you can plan around.

OpenAI launched Images 2.6 in ChatGPT, Codex, and the API, claiming 50% faster generation and better character/product consistency across edit rounds. The API splits into two models: GPT-Image-2.6 Flare, which can return a low-quality image in as little as six seconds and improves layout for posters and product imagery, and GPT-Image-2.6 Sunburst, aimed at medium/high quality with stronger consistency across edits. It also adds GIF output, with the sample workflow being a 6-frame sprite sheet animated into a seamless loop, and OpenAI says 4 billion images are now created per week across its surfaces.

Anthropic added new partner agents and products to Claude Marketplace, taking the total to over 25, spanning security (Chainguard Harness, Checkmarx One, Cyera Agent Guardian, Rubrik Code Guardian, Tanium Cloud), developer infrastructure (Datadog Agent Observability, Netlify Enterprise), and marketing/creative tools (AirOps, Runway, Webflow). The one concrete commercial change: eligible enterprise customers can apply a portion of their committed Anthropic spend toward these partner products, so one commitment covers Claude plus third-party tools. No pricing, availability dates, or benchmarks were published beyond the November 4, 2026 announcement.

OpenAI published a customer story on DevRev, which builds its 'Computer' and 'Operator' enterprise service agents on GPT-6.1 Sol and GPT-6 Astra, with an Agent Studio where users define tool behaviour via conversation plus fixed rules and actions are reversible with cited sources. DevRev's CTO Ahmed Bashir says the team moved fully to Codex and dropped its Cursor licenses after engineers tried multiple coding tools, and that the company runs an internal 'Enterprise-Bench' benchmark for multi-version data, cross-system information, and role-based access. No latency figures, cost numbers, or benchmark results are disclosed.

In his Nov 3, 2026 Mad Money segment, Jim Cramer said tech is "trying to make a stand" but not via the stocks that led the last few years, naming AMD and Arista Networks — both of which reported strong quarterly results after Tuesday's bell — plus Oracle as possible new leaders, with Broadcom and Micron gains lifting the major averages. He cautioned that uncertainty around data center development and the Iran war could undercut a sustained recovery. The excerpt is truncated mid-sentence at the Oracle reference and contains no figures, guidance, pricing, or product detail.

CrowdStrike announced an AI Kill Switch at its Fal.Con Europe conference, part of the Falcon Guardian platform, that lets security teams terminate misbehaving AI agents, prevent them from restarting, and cut off network access. CrowdStrike CEO George Kurtz said the capability is available immediately and framed AI agent safety as a growth area, citing an expanded Anthropic partnership. The text is a vendor announcement with no independent testing, pricing, or customer evidence.

Anthropic says it is building FlashProve, an open-source system for "provable inference" — a cryptographic proof that a given output came from a specific model — described in a blog post published Tuesday. Labs would publish a per-model "fingerprint" that can be matched against outputs without revealing model weights, which is what makes it usable for closed commercial models. The stated use cases are catching a lab secretly swapping in a cheaper or pricier model, and verifying third-party claims like "a frontier cybersecurity model scanned this library." No release date, benchmark, or proof sizes were given in the available text.

Ars Technica reports that California is pushing back on a Trump administration demand it calls "preposterous" — that the state scrap its own broadband laws as a condition for obtaining broadband funds. The article text available here is truncated to headline, byline (Jon Brodkin, Nov 3, 2026) and page boilerplate, so the specific statutes, funding amounts, deadlines, and legal mechanism are not in the excerpt.

In John Ternus' first earnings call as Apple CEO, Apple guided December-quarter gross margin to 45–46%, below the 46.3% LSEG analyst average, even though earnings, revenue and iPhone results beat expectations and current-quarter sales guidance topped estimates. CFO Kevan Parekh attributed the margin shortfall primarily to higher memory costs plus some costs from the Siri AI ramp, and Ternus said memory purchase pricing is expected to keep increasing beyond the December quarter. The stock fell after hours.

Some AI data centers are converting retired jet engines to burn natural gas because grid connections and new turbines take years; Rystad Energy analyst Audun Martinsen says jet-powered units can get a data center running in 24 months, while a 100MW grid hookup in Northern Virginia takes about seven years. xAI has installed eight converted jet-engine turbines in Mississippi for its Colossus 2 data center in Memphis, and Microsoft pulled out as anchor customer for Nscale's Loughton, England site after the utility said power would not arrive until the early-to-mid 2030s.

The Internals of PostgreSQL, a free online book by Hironobu Suzuki that explains how PostgreSQL works under the hood, marked its 11th anniversary on 26 Sep 2026 (it launched 26 Sep 2015). The changelog shows active maintenance: Chapter 12 on Logical Replication (beta) went up 1 May 2026, Section 8.5 on Asynchronous I/O on 28 Jun 2026, Section 1.3.2 on TOAST on 11 May 2026, and a May 2026 refactor cut 4,890 words (5.6%) while the site grew to 85,577 words with 49 figures added. The page also carries the author's personal note that he is open to new international PostgreSQL roles, including remote work, after a temporary stay in Japan.

Ballistic Ventures, the cybersecurity VC co-founded by Ted Schlein, filed with the SEC this week to raise $490M across two vehicles: $360M for its third flagship fund (matching its 2024 Fund II) and $130M for a separate 'Ballistic Ventures Fund B.' Neither fund had recorded any sales at filing time. The firm's prior raises were a $300M debut fund in 2022, a $360M second fund in 2024, and roughly $130M for 'Fund A' per PitchBook; exits cited are Talon Cyber Security (to Palo Alto Networks) and Pangea (to CrowdStrike), with current portfolio names including Armadin, GetReal, Nudge Security and Oligo Security. The pitch leans on AI-driven attacks and AI agents expanding the security market, though one investor at another firm told TechCrunch Ballistic's strategy is similar to Forgepoint Capital and Ten Eleven Ventures.

Tianhua Chen's arXiv preprint is a 195-page, derivation-oriented primer tracing generative modelling from PCA and probabilistic PCA through VAEs, diffusion models, normalising flows, autoregressive factorisations, GANs, Wasserstein GANs and energy-based models. The revised v2 (8 Sep 2026) adds visual explanations throughout and grew the PDF from roughly 125 KB to 1,168 KB; PDF, HTML and TeX source are all free on arXiv. It deliberately avoids surveying recent architectures or implementation details, focusing instead on how these model families are derived and related.

Safari 27.3 beta adds Adaptive Dark Mode, which offers to convert light websites into dark pages when the system appearance is dark. Sites that declare support via `<meta name="color-scheme" content="light dark">` or `color-scheme: light dark` are left untouched; for others Safari analyzes page colors, inverts luminosity while preserving hue, targets WCAG 4.5:1 text contrast, transforms light gradients, recolors SVGs and simple black-and-white bitmap logos, leaves `<canvas>` content unchanged, and may disable masks or `mix-blend-mode` where they break. WebKit says about 40% of page loads come from dark-mode users while only 10% of page loads support dark mode.

Nikkei Asia reports that US tech giants' off-balance-sheet AI-related obligations rose 90% in six months to about $3.2 trillion, equal to roughly 80% of their assets, with Google, Meta and others named. The article links the swelling commitments to massive AI infrastructure spending, including Amazon data centers, and says investors are increasingly alarmed. The excerpt is truncated, so it does not provide a full company-by-company breakdown or accounting details.

Palantir beat Wall Street's third-quarter estimates and, for the first time, its U.S. commercial revenue topped government revenue — yet the stock fell about 6% in premarket trading as analysts flagged a slowdown in total contract value. Apple dropped 4.4% after its first earnings report under new CEO John Ternus, which beat on revenue but missed on iPad sales and guided to margins squeezed by a global memory crunch and higher component costs.

Palantir reported Q3 revenue of $2.31B, up 96% year over year and 20% quarter over quarter, with adjusted EPS of $0.44; U.S. commercial revenue reached $984M, up 148%, and surpassed U.S. government revenue of $953M for the first time. But the stock traded slightly down as management flagged shorter enterprise contracts: customers are starting with faster deployments and short-term trials before expanding.

Shopify's Q3 2026 results missed on several lines: revenue of $3.74B vs. $3.75B expected, gross merchandise volume of $119.15B vs. $120.03B, subscription gross profit of $661M vs. $680.3M (about a $20M shortfall), and subscription revenue of $836M vs. $848.1M. Adjusted EPS beat at 49 cents vs. 46 cents, and merchant gross profit also beat. Q4 revenue growth guidance was "low thirties" percent year over year versus analyst expectations of 32.1%, and shares fell roughly 9% in early trading.

German startup Orbital Matter's Replicator-2 satellite 3D-printed a half-meter rigid cylindrical beam in the vacuum of orbit, extruding coils of a custom resin cured by ultraviolet light — the company says this is a first for a free-flying spacecraft. The satellite launched on a SpaceX rideshare mission this summer carrying four of its printers, and the company worked with the European Space Agency and Thales Alenia on the mission. The article also notes NASA funded a 2023 Redwire effort that 3D-printed structural beams in a vacuum chamber on the ground but never flew, and that two of Orbital Matter's printers are meant to deploy a flexible solar array, though the text cuts off mid-sentence about an anomaly.

Ars Technica reports that Russian operators are drafting hasty plans to move data centers underground after Ukrainian drone strikes exposed digital infrastructure. The item is available only as a one-line excerpt — the article body could not be read, so there are no figures on facility counts, capacity, cost, timelines, or which operators are involved.

CrowdStrike launched an AI kill switch built into its Falcon Guardian platform that lets security teams stop internal AI agents, block them from relaunching, and cut off enterprise network access. It also announced an integration with Anthropic's Claude Cowork and two AI acquisitions, but the excerpt gives no pricing, availability details, or names of the acquired companies.

CNBC reports a $6.3 billion breach at Binance, with the exchange saying it has replenished 98% of $6.34 billion in affected assets and is still buying up more illiquid ones. CEO Richard Teng's response, plus Tether, Circle and Ripple freezing or restricting access to roughly $3 billion in stolen assets and Coinbase blocking transfers to compromised wallets, kept the incident from becoming a wider confidence crisis. The article's thesis is that valuation attention shifts from trading volume toward custody, cybersecurity and balance-sheet resilience.

Apple's annual financial filing added AI agents as a business risk, saying agents can act in 'unintended or unpredictable ways' by accessing systems they may not be authorized to use, executing or altering code, sending communications, and completing transactions. The filing also points to Apple's recent macOS change restricting full disk access to reduce risks from AI agents installed on PCs.

Binance confirmed that North Korean hackers stole a record $6.3 billion in crypto last week after posing as recruiters, putting a wallet engineer through two interviews, and sending a malicious coding assignment that compromised the engineer's work-issued laptop. Binance said its security tools did not detect the malware; the foothold let attackers reach an internal tool that could take over work computers of two other wallet-team engineers, one of whom had months earlier downloaded a tampered app containing password-stealing malware from search results. Binance suspended customer withdrawals across its network after disclosing the hack in an updated statement on X.