💥 GLM-5.3-Flash: Reported Opus 4.8-Level Scores at One-Tenth the Price Zhipu has confirmed that Ox Alpha — the anonymous model that dominated OpenRouter and OpenCode last week — is GLM-5.3-Flash, a 320B-parameter MoE with 18B active, released with open weights and an API at roughly one-tenth of GLM-5.3's price. Zhihu contributor 小小将 opens with a confession: he had hoped Ox Alpha was an external team fine-tuning the open GLM weights. He was wrong — it was Zhipu's own model all along. His broader take: at this performance and this price, Flash becomes the new "kill line" for large models — the bar below which rivals simply get priced out. 1️⃣ The numbers behind the "kill line" Flash is somewhat larger than DeepSeek-V4 Flash, at 320B total and 18B active. On Zhipu's own benchmark comparisons, overall capability is roughly level with Claude Opus 4.8. More reference points he cites: 🔹 57 on the Artificial Analysis Intelligence Index — around GPT-5.6 Terra's level, slightly below GLM-5.3. 🔹 No.5 on Code Arena, one spot above GLM-5.3. 🔹 API at 1/10 of GLM-5.3's price, with a limited-time half-off promo bringing it to 1/20. 2️⃣ Same DeepSWE score, a fraction of the cost The author's sharpest comparison is on DeepSWE, where Flash scores 63% at a single-task cost of $0.24. DeepSeek-V4-Pro hits the same score at $1.67 per task — roughly seven times the cost for equivalent results. This is the author's cost arithmetic on reported figures, not an independent measurement. 3️⃣ The architecture that cuts the bill Part of the price drop is structural. Flash uses a hybrid of linear and sparse attention, sharply cutting attention compute, and a new IndexPool that compresses the indexer's cache from four copies to one — reducing latency and memory at million-token context. Versus GLM-5.3, the company reports attention compute down to about 1/3 and KV cache down to about 1/4.4. 4️⃣ The compute mystery, answered by domestic chips One reason few believed Ox Alpha was Zhipu's: the company was not thought to have enough spare compute for a massive free public test. The answer, per Zhipu: Flash is served from domestic Chinese chip clusters. The team built a custom inference engine on SGLang and worked around limited VRAM and bandwidth with quantization, layered deployment, and trading compute for communication — lifting end-to-end serving performance about 3x on the same hardware, with per-token cost now close to mainstream NVIDIA GPUs. 5️⃣ Chinese silicon just passed its biggest stress test The author's conclusion: Chinese chip clusters have shown they can carry large-scale inference for a frontier-level model — including a free, record-breaking public trial. If that holds, he argues, the outlook for Chinese models just got a lot brighter. 🔗 Full Reading: #GLM# #Zhipu# #GLM5Flash# #AIChips# #LLM# #AIInfra# #OpenWeights#

🚨 SlowMist TI Alert 🚨 The Shai-Hulud malware has resurfaced via the npm account atool(i@hust.cc), with over 600 malicious versions published. Notably, high-download packages such as size-sensor@1.1.4 (4.2M dl/mo), echarts-for-react@3.1.7 (3.8M dl/mo), and @antv/scale@0.6.2 (2.2M dl/mo) are at elevated risk. The attack carries risks: 1. AI agent hijacking: Claude Code, Codex, and VS Code tasks can trigger a Bun bootstrapper that re-executes the malicious payload. 2. Credential harvesting: The malware collects credentials from cloud services, GitHub, npm, local environments, and CI/CD pipelines. Using ^ to specify version ranges may cause npm to automatically install versions that have been compromised or contain security risks. Detection & Mitigation Measures: • Audit dependencies for any package published by atool (i@hust.cc) and check for suspicious preinstall scripts • Remove compromised packages and rotate all exposed credentials • Inspect CI/CD pipelines and local Node.js projects for malicious hooks or workflows • Revert to safe package versions or known-good dependencies ⚠️ Critical Action: Treat any system with affected packages as potentially compromised. Apply mitigation steps immediately.

Youth unemployment hits 11 year high as Labour tax rises bite. Around 713,000 young people unemployed (up 70,000 year-on-year), with the rate at 15.8%. Employment rate for this group. Number overall of unemployed people stands at 1.8 million up significantly year-on-year. The rate rose from 4.1–4.4% when Labour took office in mid 2024, peaking near five year highs in late 2025.

CHUBB $CB Q3’26 EARNINGS HIGHLIGHTS 🔹 P&C Premiums Written: $13.18B (Est. $13.45B) 🔴 🔹 Adj. EPS: $7.66 (Est. $6.81) 🟢; +0.8% YoY 🔹 Core Operating Income: $2.98B; -2.2% YoY 🔹 P&C Combined Ratio: 84.1%; vs 81.8% LY P&C Net Premiums Written by Segment: 🔹 North America Commercial: $5.51B; -2.7% YoY 🔹 North America Personal: $1.91B; +5.3% YoY 🔹 North America Agricultural: $1.53B; +5.1% YoY 🔹 Overseas General: $3.94B; +6.7% YoY 🔹 Global Reinsurance: $287M; -5.6% YoY Other Q3 Metrics: 🔹 P&C Underwriting Income: $2.06B; -8.8% YoY 🔹 CAY Combined Ratio ex-Cat: 82.6%; vs 82.5% LY 🔹 Catastrophe Losses: $705M; vs $285M LY 🔹 Adj. Net Investment Income: $1.89B; +6.3% YoY 🔹 Life Net Premiums Written: $1.96B; +1.4% YoY 🔹 Life Segment Income: $369M; +11.4% YoY 🔹 Core Operating ROE: 14.9% 🔹 Core Operating ROTE: 21.6% 🔹 Net Income: $2.84B; +1.5% YoY 🔹 GAAP EPS: $7.30; +4.4% YoY Capital Return: 🔹 Total Capital Returned: $1.57B 🔹 Buybacks: $1.18B 🔹 Dividends: $393M Key Updates: 🔹 Total pre-tax net catastrophe losses: $705M; vs $285M LY 🔹 Net income to core operating income, net of tax: adjusted net realized (gains) losses, net of tax $94M; integration expenses and severance, net of tax $8M; market risk benefits (gains) losses, net of tax $55M; amortization of deferred tax asset from Bermuda law ($60M); amortization of fair value adjustments, net of tax $39M 🔹 Favorable prior period development: $511M pre-tax, vs $361M LY 🔹 Book value per share: $191.43, +5.1% YoY; tangible book value per share $126.96, +5.7% YoY Comments: 🔸 “I fully expect North America commercial growth to improve in future quarters.”

FOMC RAISES RATES 25 BPS TO 3.75%-4%; VOTE 12-0 12 FOMC MEMBERS SEE RATES AT 4.1% BY END-2026 FED: HIKE WILL SUPPORT TIMELIER RETURN TO 2% INFLATION 4 MEMBERS SEE RATES AT 4.4% BY DEC, 2 SEE RATES AT 3.9% MEDIAN FED FUNDS RATE PROJECTION 4.1% AT END-2027 MEDIAN FED FUNDS RATE PROJECTION 3.9% AT END-2028 MEDIAN LONGER RUN FF RATE REVISED UP TO 3.2% FROM 3.1% HEADLINE PCE INFLATION REV UP A TENTH TO 3.7% FOR 2026 CORE PCE INFLATION REV UP A TENTH TO 3.4% FOR 2026 FED: GROWTH SOLID, INFLATION REMAINS ELEVATED

HERE'S WHAT THE 🇺🇸 STOCK MARKET LOOKED LIKE TODAY Up: Chipotle $CMG +6.1% Accenture $ACN +6.0% Marathon Petroleum $MPC +4.8% Valero $VLO +4.5% Philip Morris $PM +4.1% Lowe's $LOW +4.0% PepsiCo $PEP +3.7% Phillips 66 $PSX +3.7% Down: Corning $GLW -6.4% Bloom Energy $BE -6.4% Oracle $ORCL -5.6% Intel $INTC -5.3% Vistra $VST -5.3% Sandisk $SNDK -4.9% Constellation Energy $CEG -4.9% Micron $MU -4.8% Chips led the market lower, with Broadcom $AVGO down 4.4%, AMD $AMD down 3.9% and Nvidia $NVDA down 2.9%. AI power names reversed too, as Vistra, Constellation Energy and Bloom Energy gave back recent gains, and Micron erased Wednesday's 4.1% jump. Energy was the best sector, with all 10 names finishing higher, led by refiners Marathon Petroleum and Valero. Consumer staples rallied as well behind Philip Morris and PepsiCo.

Premarket movers Meta shares outperform Magnificent 7 peers, with the cohort helping boost stock futures: Meta Platforms (META) +1.6%, Microsoft (MSFT) +0.4%, Alphabet (GOOGL) -0.2%, Amazon (AMZN) -0.2%, Apple (AAPL) +0.2%, Nvidia (NVDA) -0.2%, Tesla (TSLA) little changed Adobe (ADBE) slips 2.6% after Wells Fargo Securities downgraded the maker of software for creative professionals by two notches to underweight. AST SpaceMobile (ASTS) rises 4.4% after Deutsche Bank upgraded the satellite broadband operator to buy, seeing a buying opportunity in the wake of recent weakness. Biogen (BIIB) gains 4.1% as JPMorgan upgrades to overweight ahead of an increasingly compelling catalyst path in 2027. Bristol Myers (BMY) rises 4.4% after the drugmaker said a late-stage trial of a lower dose of its drug candidate for lung disease met its primary endpoint. CCC Intelligent Solutions (CCC) rises 11% as GTCR and Elliott Investment Management are said to be in advanced talks to acquire the car-insurance software provider. First Solar (FSLR) climbs 2.7% after Truist Securities upgraded the alternative energy company to buy, seeing “a stronger backdrop for pricing into the 2030s.” First Tracks Biotherapeutics (TRAX) gains 16% after the drug developer gave topline results from an early-stage trial of its experimental therapy for celiac disease. Hub Group (HUBG) gains 3.8% after Baird analyst Daniel Moore raised the recommendation on the transportation company to outperform, writing that the stock’s risk-reward profile has grown increasingly attractive. Iren (IREN) rises 3.8% as the Information reports that the crypto miner-turned-AI server provider has entered a multiyear cloud deal with Anthropic. Manhattan Associates (MANH) rises 3.5% after Morgan Stanley upgraded the software company to overweight, seeing it as a potential AI winner. Salesforce (CRM) climbs 4.1% after BofA Global Research raised the recommendation on the software company to buy, pointing to tailwinds from AI adoption. Tyler Technologies (TYL) gains 2.5% after Wells Fargo Securities upgraded the software company to overweight from equal-weight, seeing fading headwinds.

Hawkish Fed, really?! Jun '25 SEP (before 75bps of cuts) vs Jun '26, for 2026 👇 Real GDP growth: 1.6 -> 2.3 Core PCE: 2.4 -> 3.4 UE Rate: 4.5 -> 4.1 Median FFR: 3.6 -> 4.1 Nominal GDP growth: 4.0 -> 6.0 Real FFR: 1.2 -> 0.4 Long-run rate: 3.0 -> 3.2 Actual FFR: 4.4 -> 3.9

In Q2/26, $MU had the biggest share gain in the Enterprise SSD market share (Total $39.2B) Samsung 35.0% Micron 17.2% (up from 13.1%) Solidigm 14.1% (up from 13.6%) SK Hynix 10.1% Other 10.0% Kioxia 9.1% Sandisk 4.4% $SKHY $SNDK