Claim versus conduct The paper’s central claim is technical. Anthropic says a small, changing set of verbalizable representations plays a privileged role inside some language models. The researchers call this set the J-space. Their experiments…
Inkling’s Open Weights Still Need a Data Center
July 15, 2026
Article Brief What matters 4 Points24s Read 01Scale–Only 41 billion of Inkling’s 975 billion parameters are active per token, but the smallest official self-hosting floor is still 600 GB of VRAM. 02Customization–Tinker offers managed LoRA…
AWS OpenSearch Agent Toolkit Production Controls
July 15, 2026
AWS has put Amazon OpenSearch Service inside the same operating path that AI coding agents use to inspect and change cloud infrastructure. Its July 15 OpenSearch Agent Toolkit notice presents the release as a productivity…
Intel has placed High NA EUV inside a shipping-product manufacturing flow, but the narrowness of that achievement matters as much as the headline. Selected layers of its Panther Lake processor were qualified on both ASML’s…
NRG Energy has put a number on its enlarged PJM footprint: 6,839 megawatts cleared for the grid operator’s 2028–2029 delivery year at an average $325 per megawatt-day. The rate was the regulator-set cap. The amount…
AEHR Stock Rally Prices a Backlog Conversion Test
July 15, 2026
Aehr Test Systems has moved from an order-scarcity story to an execution-heavy one. Fiscal 2026 revenue fell 15.2%, yet management entered fiscal 2027 with $100.6 million of effective backlog and a revenue guide of $130…
Eos Energy Enterprises put up two records in its preliminary second-quarter release: $68 million to $69 million of revenue and roughly $807 million of backlog. The uncomfortable number sits between them. Applying the company’s 69%…
At 09:00 UTC on July 15, Britain’s Department for Science, Innovation and Technology opened a coordinated review of how data rules should work in an economy increasingly shaped by artificial intelligence. The exercise is not…
llama.cpp's 4.26× Intel Gain Has a Narrow Catch
July 15, 2026
The 4.26× number is the part of llama.cpp b10016 that will travel fastest. It is also the part most likely to lose its denominator. The result comes from a contributor-run test on one Intel Arc…
KuCoin Gives Cash Cat Access, Not Proof of Liquidity
July 15, 2026
Cash Cat’s newest exchange listing solves the easiest part of its market problem: putting another route in front of buyers. KuCoin’s CASHCAT/USDT market is scheduled to open at 10:00 UTC on July 15. Nothing in…
Samsung Flex Titanium: What the 20× Claim Proves
July 15, 2026
Article Brief What the evidence says 4 Points24s Read 01Narrow figure–The 20× claim compares one titanium-alloy support film with polymer film; it is not a complete-device durability multiple. 02Existing baseline–Samsung Display already reported a 500,000-fold…
Qwen3.5 on Ironwood: What Google’s 4.7x Gain Proves
July 14, 2026
Article Brief Key Takeaways 4 Points24s Read 01Measured gain–Google reports 4.7x higher prefill-heavy and 3.1x higher decode-heavy throughput at concurrency 512. 02Real baseline–The comparison is Google’s April-to-June Ironwood software progress, not a new hardware generation….
Britain is choosing a behavioural default, not a lockout, for 16- and 17-year-olds. Under the Department for Science, Innovation and Technology’s new plan, selected social platforms would block access by default from midnight to 6am…
Article Brief Key Takeaways 4 Points24s Read 01New baseline–Dependabot now waits three registry days before opening routine version-update pull requests. 02Security fast lane–Dependabot security updates remain immediate and do not inherit the default wait. 03Separate…
CleanSpark stock has the kind of catalyst that invites shortcut arithmetic. A $6.6 billion lease, $330 million of expected annual net operating income and a 20-year term look like instant proof that a Bitcoin miner…
SLB has spent a century learning how to move complicated industrial systems from drawings to working sites. That old capability is quietly becoming an AI-infrastructure business. Its new agreement with Liberty Energy is not about…
The Esports World Cup 2026 has just begun in Paris and is expected to see thousands of players compete over the coming weeks. The tournament will continue until August 23 at the Paris Expo Porte…
The Esports World Cup 2026 has just begun in Paris and is expected to see thousands of players compete over the coming weeks. The tournament will continue until August 23 at the Paris Expo Porte…
Article Brief Key Takeaways 5 Points30s Read 01The setup–Four companies — ASML, Applied Materials, Lam Research and KLA — sell nearly all the machines that turn memory capex into memory capacity. 02The logic–Toolmakers get paid…
AWS Puts SageMaker GPU Decisions Behind a Guided UI
July 13, 2026
Article Brief Key Takeaways 4 Points24s Read 01The launch–AWS added a guided SageMaker Studio workflow for generative AI inference recommendations, from workload selection through ranked configurations and endpoint deployment. 02The trade-off–Teams choose one objective—cost, latency,…
Article Brief Key takeaways 4 Points24s Read 01Map exposure–Inventory every management interface, dependency, owner, and reachable source before disabling services. 02Retire protocols–Disable unused Cisco Smart Install and move supported monitoring to SNMPv3 authPriv with restricted…
ASML stock has plenty of reasons to draw an AI-demand slogan. The useful fresh evidence sits one layer below it: Taiwan Semiconductor Manufacturing’s June sales report. On July 13, TSMC reported NT$442.68 billion in June…
Strategy raised $466.7 million by selling 4,818,781 shares of MSTR stock last week and reported buying no bitcoin. Its bitcoin count finished the period unchanged at 843,775 BTC, while its U.S. dollar reserve rose to…
How to Recover Permanently Deleted Files for Free?
July 13, 2026
Losing an important file by mistake can be frustrating, especially if you’ve already emptied the Recycle Bin or deleted it using Shift + Delete. While it may seem like the file is gone forever, that’s…
How to Recover Permanently Deleted Files for Free?
July 13, 2026
Losing an important file by mistake can be frustrating, especially if you’ve already emptied the Recycle Bin or deleted it using Shift + Delete. While it may seem like the file is gone forever, that’s…
Meta’s latest Louisiana pitch is easy to summarize: more than $50 billion, as much as 5 gigawatts of computing capacity, and enough local spending to turn a rural parish into an artificial-intelligence hub. The harder…
The Rolling Stones are heading to Roblox with a brand-new interactive experience that celebrates the band’s six-decade career. Launching on July 10, the experience arrives alongside the release of the band’s 25th studio album, Foreign…
The Rolling Stones are heading to Roblox with a brand-new interactive experience that celebrates the band’s six-decade career. Launching on July 10, the experience arrives alongside the release of the band’s 25th studio album, Foreign…
The Samsung Fold 8 series is just around the corner, and with Apple finally entering the competition this year, it’s more important than ever for the Korean smartphone maker to deliver real upgrades. In a…
The Samsung Fold 8 series is just around the corner, and with Apple finally entering the competition this year, it’s more important than ever for the Korean smartphone maker to deliver real upgrades. In a…